{"id":1885,"date":"2023-01-01T23:03:00","date_gmt":"2023-01-01T23:03:00","guid":{"rendered":"https:\/\/qce21.computer.org\/?p=1885"},"modified":"2023-06-08T16:32:46","modified_gmt":"2023-06-08T16:32:46","slug":"tutorials-program","status":"publish","type":"post","link":"https:\/\/qce.quantum.ieee.org\/2023\/tutorials-program\/","title":{"rendered":"Tutorials Program"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1885\" class=\"elementor elementor-1885\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4cdb3fc7 elementor-section-content-middle elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"4cdb3fc7\" data-element_type=\"section\" data-e-type=\"section\" 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elementor-item-anchor\">About<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-34\"><a href=\"\/2023\/about\/about-the-conference\" class=\"elementor-sub-item\">About the Conference<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20332\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/testimonial-videos\/\" class=\"elementor-sub-item\">Testimonials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-12534\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/venue\/\" class=\"elementor-sub-item\">Conference Venue<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20388\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/call-for-student-volunteers\/\" class=\"elementor-sub-item\">Call for Student Volunteers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2670\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/exhibitor-sponsorship-opportunities\/\" class=\"elementor-sub-item\">Exhibitor Opportunities<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17947\"><a href=\"https:\/\/easychair.org\/cfp\/QCE23\" class=\"elementor-sub-item\">QCE23 CFP<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2400\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/authors\/submission-deadlines\/\" class=\"elementor-sub-item\">Submission Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3584\"><a href=\"\/2023\/authors\/key-deadlines\/\" class=\"elementor-sub-item\">Key Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18038\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/contacts\/\" class=\"elementor-sub-item\">Contacts<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18877\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/dandi-statement\/\" class=\"elementor-sub-item\">D&amp;I Statement<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2399\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/code-of-conduct\/\" class=\"elementor-sub-item\">Code of Conduct<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13907\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/in-person-event-with-virtual-component\/\" class=\"elementor-sub-item\">In-Person Event with Virtual Component<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6047\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/media-center\/\" class=\"elementor-sub-item\">Media Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2509\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/financial-co-sponsors\/\" class=\"elementor-sub-item\">Financial Co-Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2510\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/technical-co-sponsors\/\" class=\"elementor-sub-item\">Technical Co-Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2450\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/covid-19\/\" class=\"elementor-sub-item\">COVID-19<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3534\"><a target=\"_blank\" href=\"https:\/\/ieeecsqce.wpengine.com\/2022\" class=\"elementor-sub-item\">QCE22<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4095\"><a target=\"_blank\" href=\"https:\/\/quantum.ieee.org\/\" class=\"elementor-sub-item\">IEEE Quantum<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-112\"><a href=\"\/2023\/authors\/#\" title=\"Author Info\" class=\"elementor-item elementor-item-anchor\">Authors<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-144\"><a href=\"\/2023\/authors\/call-for-contributions\" title=\"Calls for Submissions\" class=\"elementor-sub-item\">Call for Contributions<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1303\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/authors\/submission-deadlines\/\" class=\"elementor-sub-item\">Submission Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17946\"><a target=\"_blank\" href=\"https:\/\/easychair.org\/cfp\/QCE23\" class=\"elementor-sub-item\">QCE23 CFP<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1448\"><a target=\"_blank\" href=\"https:\/\/easychair.org\/conferences\/?conf=qce23\" class=\"elementor-sub-item\">EasyChair Submit<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1292\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/authors\/conference-topics\/\" class=\"elementor-sub-item\">Conference Topics<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2757\"><a href=\"\/2023\/call-for-tutorials\/\" class=\"elementor-sub-item\">Call for Tutorial Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2803\"><a href=\"\/2023\/call-for-workshops\/\" class=\"elementor-sub-item\">Call for Workshop Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2806\"><a href=\"\/2023\/call-for-papers\/\" class=\"elementor-sub-item\">Call for Technical Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2804\"><a href=\"\/2023\/call-for-panels\/\" class=\"elementor-sub-item\">Call for Panel Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2807\"><a href=\"\/2023\/call-for-posters\/\" class=\"elementor-sub-item\">Call for Posters<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2805\"><a href=\"\/2023\/call-for-bofs\" class=\"elementor-sub-item\">Call for BoF Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3585\"><a href=\"\/2023\/authors\/key-deadlines\/\" class=\"elementor-sub-item\">Key Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13908\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/in-person-event-with-virtual-component\/\" class=\"elementor-sub-item\">In-Person Event with Virtual Component<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-15\"><a href=\"\/2023\/attend\/#\" class=\"elementor-item elementor-item-anchor\">Attend<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-35\"><a target=\"_blank\" href=\"\/2023\/attend\/why-attend\" class=\"elementor-sub-item\">Why Attend<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20547\"><a href=\"https:\/\/www.computer.org\/press-room\/pushing-boundaries-in-quantum-computing-ieee-quantum-week-2024-unveils-cutting-edge-research-training-and-breakthroughs\" class=\"elementor-sub-item\">Press Release<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-12519\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/venue\/\" class=\"elementor-sub-item\">Conference Venue &amp; Hotels<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20389\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/call-for-student-volunteers\/\" class=\"elementor-sub-item\">Call for Student Volunteers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20473\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/08\/IEEE_QCE23_MINOR_RELEASE_FORM.pdf\" class=\"elementor-sub-item\">IEEE QCE23 Minor Release Form<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20499\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/08\/Hyatt-Regency-Bellevue-Floor-Plan.pdf\" class=\"elementor-sub-item\">QCE23 Hyatt Floor Plans<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13909\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/in-person-event-with-virtual-component\/\" class=\"elementor-sub-item\">In-Person Event with Virtual Component<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-8070\"><a href=\"\/2023\/program\/\" class=\"elementor-sub-item\">Program Synopsis<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19443\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/program\/career-fair\/\" class=\"elementor-sub-item\">Career Fair<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18417\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/exhibitors-patrons\/\" class=\"elementor-sub-item\">Visit Exhibitors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2397\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/dandi-statement\/\" class=\"elementor-sub-item\">D&amp;I Statement<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-99\"><a href=\"\/2023\/attend\/code-of-conduct\" class=\"elementor-sub-item\">Code of Conduct<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2593\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/covid-19\/\" class=\"elementor-sub-item\">COVID-19<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-16\"><a href=\"\/2023\/program\/#\" class=\"elementor-item elementor-item-anchor\">Program<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20620\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/marketing\/conferences\/QCE23-conference-program.pdf\" class=\"elementor-sub-item\">Final Conference Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20463\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QCE23-Final-Program-at-a-Glance-V143.pdf\" class=\"elementor-sub-item\">Final-Program-at-a-Glance &#8211; V143<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20645\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QCE23-Speaker-Guidelines-v17.pdf\" class=\"elementor-sub-item\">Speaker Guide<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20215\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/exhibits-sponsors\/#\" class=\"elementor-sub-item elementor-item-anchor\">Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-10019\"><a href=\"\/2023\/program\/#\" class=\"elementor-sub-item elementor-item-anchor\">Program Overview<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20594\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/2023-cs-awards-panel\/\" class=\"elementor-sub-item\">2023 CS Awards Panel<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20595\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/student-industry-mentorship-program\/\" class=\"elementor-sub-item\">Student Mentorship<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20223\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/program\/career-fair\/\" class=\"elementor-sub-item\">Career Fair<\/a><\/li>\n\t<\/ul>\n<\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20625\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QSEEC_2023_Program_Book-3cc.pdf\" class=\"elementor-sub-item\">QSEEC 2023 Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19761\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/program\/keynotes\/\" class=\"elementor-sub-item\">Keynote Speakers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-19642\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/workshops-program\/\" class=\"elementor-sub-item\">Workshops Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-19675\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/tutorials-program\/\" class=\"elementor-sub-item\">Tutorials Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-has-children menu-item-20404\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/technical-papers-program\/\" class=\"elementor-sub-item\">Technical Papers Program<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20403\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QALG_QAPP_QSYS_QNET_QTEM_conference_agenda_0912-v107.pdf\" class=\"elementor-sub-item\">TP Program &amp; Best Papers V107<\/a><\/li>\n\t<\/ul>\n<\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20221\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/panels-program\/\" class=\"elementor-sub-item\">Panels Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-has-children menu-item-20222\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/posters-program\/\" class=\"elementor-sub-item\">Posters Program<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20654\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QCE23-Poster-Guidelines-v11.pdf\" class=\"elementor-sub-item\">Posters Guidelines<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20553\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/08\/QCE23_Posters_Presentation_Schedule_2023-08-31.pdf\" class=\"elementor-sub-item\">Posters Presentation Schedule &#8211; PDF<\/a><\/li>\n\t<\/ul>\n<\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20356\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/bofs-program\/\" class=\"elementor-sub-item\">BoFs Program<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-113\"><a href=\"\/2023\/exhibits-sponsors\/#\" title=\"Exhibit &amp; Support\" class=\"elementor-item elementor-item-anchor\">Exhibits &amp; Sponsors<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-146\"><a href=\"\/2023\/exhibitor-sponsorship-opportunities\/\" title=\"Opportunities\" class=\"elementor-sub-item\">Exhibitor &amp; Sponsorship Opportunities<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20397\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/07\/QCE23-Exhibitor-Sponsorship-FAQ.pdf\" class=\"elementor-sub-item\">Exhibitor Sponsorship FAQ<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-18154\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/quantum\/QCE23-prospectus.pdf\" class=\"elementor-sub-item\">Exhibitor &amp; Sponsorshop Prospectus<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-18155\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/quantum\/QCE23-summary-of-benefits.pdf\" class=\"elementor-sub-item\">Summary of Supporter Benefits<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19061\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/diamond-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Diamond Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18410\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/?page_id=5207\" class=\"elementor-sub-item\">Platinum Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18752\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/gold-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Gold Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19062\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/silver-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Silver Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20149\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/bronze-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Bronze Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19144\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/supporters\/\" class=\"elementor-sub-item\">Supporters<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4147\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/financial-co-sponsors\/\" class=\"elementor-sub-item\">Financial Co-Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4146\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/technical-co-sponsors\/\" class=\"elementor-sub-item\">Technical Co-Sponsors<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-114\"><a href=\"\/2023\/registration\/#\" class=\"elementor-item elementor-item-anchor\">Registration<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2707\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/registration\/registration-overview\/\" class=\"elementor-sub-item\">Registration Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20636\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/registration\/registration-overview\/#onsiteregistrationhours\" class=\"elementor-sub-item elementor-item-anchor\">On-Site Registration Hours<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-19387\"><a href=\"https:\/\/cvent.me\/kXXBRR\" class=\"elementor-sub-item\">Register Now<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19290\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/registration\/visa\/\" class=\"elementor-sub-item\">Visa Applications<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-115\"><a href=\"\/2023\/committees\/#\" class=\"elementor-item elementor-item-anchor\">Committees<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18039\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/contacts\/\" class=\"elementor-sub-item\">Contacts<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18309\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/organizing-committee\/\" class=\"elementor-sub-item\">Organizing Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20191\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/program-committee\/\" class=\"elementor-sub-item\">Technical Papers Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20154\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/workshops-program-committee\/\" class=\"elementor-sub-item\">Workshops Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20153\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/tutorials-program-committee\/\" class=\"elementor-sub-item\">Tutorials Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20324\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/panels-program-committee\/\" class=\"elementor-sub-item\">Panels Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20157\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/posters-program-committee\/\" class=\"elementor-sub-item\">Posters Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20343\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/bofs-selection-committee\/\" class=\"elementor-sub-item\">BoFs Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3294\"><a href=\"\/2023\/committees\/steering-committee\/\" class=\"elementor-sub-item\">Steering Committee<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-3614\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/qce\/\" class=\"elementor-item\">QCE<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3425\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/qce\/news\/\" class=\"elementor-sub-item\">QCE23 News &amp; Updates<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17936\"><a href=\"https:\/\/ieeecsqce.wpengine.com\/2023\/sitemap\/\" class=\"elementor-sub-item\">QCE23 Sitemap<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17221\"><a href=\"https:\/\/ieeecsqce.wpengine.com\/2022\/\" class=\"elementor-sub-item\">QCE22 Website<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3533\"><a target=\"_blank\" href=\"https:\/\/ieeecsqce.wpengine.com\/2021\" class=\"elementor-sub-item\">QCE21 Website<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20701\"><a href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/10313590\/proceeding?isnumber=10313591\" class=\"elementor-sub-item\">QCE23 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17220\"><a target=\"_blank\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9951048\/proceeding\" class=\"elementor-sub-item\">QCE22 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11623\"><a target=\"_blank\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9605247\/proceeding\" class=\"elementor-sub-item\">QCE21 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3677\"><a target=\"_blank\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9259908\/proceeding\" class=\"elementor-sub-item\">QCE20 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3678\"><a target=\"_blank\" href=\"https:\/\/quantum.ieee.org\/\" class=\"elementor-sub-item\">IEEE Quantum Initiative<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div 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menu-item-object-page menu-item-2670\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/exhibitor-sponsorship-opportunities\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor Opportunities<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17947\"><a href=\"https:\/\/easychair.org\/cfp\/QCE23\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE23 CFP<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2400\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/authors\/submission-deadlines\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Submission Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3584\"><a href=\"\/2023\/authors\/key-deadlines\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Key Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18038\"><a 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menu-item-6047\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/media-center\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Media Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2509\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/financial-co-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Financial Co-Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2510\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/technical-co-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Technical Co-Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2450\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/covid-19\/\" class=\"elementor-sub-item\" tabindex=\"-1\">COVID-19<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3534\"><a target=\"_blank\" href=\"https:\/\/ieeecsqce.wpengine.com\/2022\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE22<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4095\"><a target=\"_blank\" href=\"https:\/\/quantum.ieee.org\/\" class=\"elementor-sub-item\" tabindex=\"-1\">IEEE Quantum<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-112\"><a href=\"\/2023\/authors\/#\" title=\"Author Info\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Authors<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-144\"><a href=\"\/2023\/authors\/call-for-contributions\" title=\"Calls for Submissions\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Contributions<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1303\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/authors\/submission-deadlines\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Submission Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17946\"><a target=\"_blank\" href=\"https:\/\/easychair.org\/cfp\/QCE23\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE23 CFP<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1448\"><a target=\"_blank\" href=\"https:\/\/easychair.org\/conferences\/?conf=qce23\" class=\"elementor-sub-item\" tabindex=\"-1\">EasyChair Submit<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1292\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/authors\/conference-topics\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Conference Topics<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2757\"><a href=\"\/2023\/call-for-tutorials\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Tutorial Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2803\"><a href=\"\/2023\/call-for-workshops\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Workshop Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2806\"><a href=\"\/2023\/call-for-papers\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Technical Papers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2804\"><a href=\"\/2023\/call-for-panels\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Panel Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2807\"><a href=\"\/2023\/call-for-posters\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Posters<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2805\"><a href=\"\/2023\/call-for-bofs\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for BoF Proposals<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3585\"><a href=\"\/2023\/authors\/key-deadlines\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Key Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13908\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/in-person-event-with-virtual-component\/\" class=\"elementor-sub-item\" tabindex=\"-1\">In-Person Event with Virtual Component<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-15\"><a href=\"\/2023\/attend\/#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Attend<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-35\"><a target=\"_blank\" href=\"\/2023\/attend\/why-attend\" class=\"elementor-sub-item\" tabindex=\"-1\">Why Attend<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20547\"><a href=\"https:\/\/www.computer.org\/press-room\/pushing-boundaries-in-quantum-computing-ieee-quantum-week-2024-unveils-cutting-edge-research-training-and-breakthroughs\" class=\"elementor-sub-item\" tabindex=\"-1\">Press Release<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-12519\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/venue\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Conference Venue &amp; Hotels<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20389\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/call-for-student-volunteers\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Call for Student Volunteers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20473\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/08\/IEEE_QCE23_MINOR_RELEASE_FORM.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">IEEE QCE23 Minor Release Form<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20499\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/08\/Hyatt-Regency-Bellevue-Floor-Plan.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE23 Hyatt Floor Plans<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-13909\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/in-person-event-with-virtual-component\/\" class=\"elementor-sub-item\" tabindex=\"-1\">In-Person Event with Virtual Component<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-8070\"><a href=\"\/2023\/program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program Synopsis<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19443\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/program\/career-fair\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Career Fair<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18417\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/exhibitors-patrons\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Visit Exhibitors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2397\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/dandi-statement\/\" class=\"elementor-sub-item\" tabindex=\"-1\">D&amp;I Statement<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-99\"><a href=\"\/2023\/attend\/code-of-conduct\" class=\"elementor-sub-item\" tabindex=\"-1\">Code of Conduct<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2593\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/covid-19\/\" class=\"elementor-sub-item\" tabindex=\"-1\">COVID-19<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-16\"><a href=\"\/2023\/program\/#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Program<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20620\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/marketing\/conferences\/QCE23-conference-program.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Final Conference Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20463\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QCE23-Final-Program-at-a-Glance-V143.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Final-Program-at-a-Glance &#8211; V143<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20645\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QCE23-Speaker-Guidelines-v17.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Speaker Guide<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20215\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/exhibits-sponsors\/#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-10019\"><a href=\"\/2023\/program\/#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">Program Overview<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20594\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/2023-cs-awards-panel\/\" class=\"elementor-sub-item\" tabindex=\"-1\">2023 CS Awards Panel<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20595\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/student-industry-mentorship-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Student Mentorship<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20223\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/program\/career-fair\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Career Fair<\/a><\/li>\n\t<\/ul>\n<\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20625\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QSEEC_2023_Program_Book-3cc.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">QSEEC 2023 Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19761\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/program\/keynotes\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Keynote Speakers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-19642\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/workshops-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Workshops Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-19675\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/tutorials-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutorials Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-has-children menu-item-20404\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/technical-papers-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Technical Papers Program<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20403\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QALG_QAPP_QSYS_QNET_QTEM_conference_agenda_0912-v107.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">TP Program &amp; Best Papers V107<\/a><\/li>\n\t<\/ul>\n<\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20221\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/panels-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Panels Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-has-children menu-item-20222\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/posters-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Posters Program<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20654\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/09\/QCE23-Poster-Guidelines-v11.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Posters Guidelines<\/a><\/li>\n\t\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20553\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/08\/QCE23_Posters_Presentation_Schedule_2023-08-31.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Posters Presentation Schedule &#8211; PDF<\/a><\/li>\n\t<\/ul>\n<\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-20356\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/bofs-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">BoFs Program<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-113\"><a href=\"\/2023\/exhibits-sponsors\/#\" title=\"Exhibit &amp; Support\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Exhibits &amp; Sponsors<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-146\"><a href=\"\/2023\/exhibitor-sponsorship-opportunities\/\" title=\"Opportunities\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor &amp; Sponsorship Opportunities<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20397\"><a target=\"_blank\" href=\"https:\/\/qce.quantum.ieee.org\/2023\/wp-content\/uploads\/sites\/7\/2023\/07\/QCE23-Exhibitor-Sponsorship-FAQ.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor Sponsorship FAQ<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-18154\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/quantum\/QCE23-prospectus.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor &amp; Sponsorshop Prospectus<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-18155\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/quantum\/QCE23-summary-of-benefits.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Summary of Supporter Benefits<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19061\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/diamond-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Diamond Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18410\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/?page_id=5207\" class=\"elementor-sub-item\" tabindex=\"-1\">Platinum Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18752\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/gold-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Gold Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19062\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/silver-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Silver Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20149\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/bronze-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Bronze Exhibitors &amp; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19144\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/exhibits-sponsors\/supporters\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Supporters<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4147\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/financial-co-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Financial Co-Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4146\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/about\/technical-co-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Technical Co-Sponsors<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-114\"><a href=\"\/2023\/registration\/#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Registration<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2707\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/registration\/registration-overview\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Registration Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20636\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/registration\/registration-overview\/#onsiteregistrationhours\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">On-Site Registration Hours<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-19387\"><a href=\"https:\/\/cvent.me\/kXXBRR\" class=\"elementor-sub-item\" tabindex=\"-1\">Register Now<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-19290\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/registration\/visa\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Visa Applications<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-115\"><a href=\"\/2023\/committees\/#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Committees<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18039\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/contacts\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Contacts<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-18309\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/organizing-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Organizing Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20191\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/program-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Technical Papers Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20154\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/workshops-program-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Workshops Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20153\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/tutorials-program-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutorials Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20324\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/panels-program-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Panels Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-20157\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/posters-program-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Posters Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20343\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/committees\/bofs-selection-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">BoFs Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3294\"><a href=\"\/2023\/committees\/steering-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Steering Committee<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-3614\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/qce\/\" class=\"elementor-item\" tabindex=\"-1\">QCE<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3425\"><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/home\/qce\/news\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE23 News &amp; Updates<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17936\"><a href=\"https:\/\/ieeecsqce.wpengine.com\/2023\/sitemap\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE23 Sitemap<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17221\"><a href=\"https:\/\/ieeecsqce.wpengine.com\/2022\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE22 Website<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3533\"><a target=\"_blank\" href=\"https:\/\/ieeecsqce.wpengine.com\/2021\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE21 Website<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-20701\"><a href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/10313590\/proceeding?isnumber=10313591\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE23 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-17220\"><a target=\"_blank\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9951048\/proceeding\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE22 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11623\"><a target=\"_blank\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9605247\/proceeding\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE21 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3677\"><a target=\"_blank\" href=\"https:\/\/ieeexplore.ieee.org\/xpl\/conhome\/9259908\/proceeding\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE20 Proceedings<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3678\"><a target=\"_blank\" href=\"https:\/\/quantum.ieee.org\/\" class=\"elementor-sub-item\" tabindex=\"-1\">IEEE Quantum Initiative<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/nav>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-710ae265 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"710ae265\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-76e27d8e\" data-id=\"76e27d8e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3a6e794d elementor-widget elementor-widget-template\" data-id=\"3a6e794d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"page\" data-elementor-id=\"2021\" class=\"elementor elementor-2021\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-83bc350 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"83bc350\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f4589da\" data-id=\"f4589da\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6c15183 elementor-widget elementor-widget-breadcrumbs\" data-id=\"6c15183\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/qce.quantum.ieee.org\/2023\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a501e2 elementor-widget elementor-widget-heading\" data-id=\"8a501e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tutorials Program<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4e4fe2e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e4fe2e4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-478f874f\" data-id=\"478f874f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64b8eb1a elementor-widget elementor-widget-text-editor\" data-id=\"64b8eb1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\n<h3>Tutorials Scope and Goals<\/h3>\n<p class=\"wp-block-paragraph\">The shortage of skilled labor is one of the quantum computing sector\u2019s greatest challenges. The week-long tutorials program, with tutorials by leading experts, is aimed squarely at workforce development and training considerations. <b>The tutorials are ideally suited to develop quantum champions for industry, academia, government, and build expertise for emerging quantum ecosystems.<\/b> IEEE Quantum Week will cover a broad range of topics in quantum computing and engineering including a lineup of fantastic hands-on tutorials on programming and applications.<\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0b04758 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0b04758\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-16e4e7f\" data-id=\"16e4e7f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e1d353f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e1d353f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\n<h3><span style=\"color: inherit;font-family: inherit;font-size: 1.75rem\">Tutorials Co-Chairs and Contacts<\/span><\/h3>\n<ul>\n<li><b>Prasanna Date,\u00a0Oak Ridge National Laboratory (ORNL)<\/b><span style=\"background-color: transparent\">\u00a0<\/span><span style=\"background-color: transparent\">\u2014\u00a0<\/span><a href=\"mailto:datepa@ornl.gov\" target=\"_blank\" rel=\"noopener\">datepa@ornl.gov<\/a><span style=\"background-color: transparent\">\u00a0<\/span><\/li>\n<li><b>Huiyang Zhou, NC State University<\/b><span style=\"background-color: transparent\">\u00a0<\/span><span style=\"background-color: transparent\">\u2014<\/span><span style=\"background-color: transparent\">\u00a0<\/span><a href=\"mailto:hzhou@ncsu.edu\" target=\"_blank\" rel=\"noopener\">hzhou@ncsu.edu<\/a><span style=\"background-color: transparent\">\u00a0<\/span><\/li>\n<\/ul>\n<p class=\"wp-block-paragraph\"><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-15090df elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15090df\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eee2de2\" data-id=\"eee2de2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a3d844b elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a3d844b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\n<h3><span style=\"color: inherit;font-family: inherit;font-size: 1.75rem\">Tutorials Program<\/span><\/h3>\n<ul style=\"list-style-type: none\">\n<li><span style=\"font-size: 18px\"><b>Dates:<\/b>\u00a0Sunday &#8211; Friday, September 17-22, 2023<\/span><\/li>\n<li style=\"font-size: 16px\"><span style=\"font-size: 18px\"><b>Time:<\/b>\u00a010:00 &#8211; 16:30 Pacific Time (PDT) &#8212; UTC-7<\/span><\/li>\n<li style=\"font-size: 16px\"><span style=\"font-size: 18px\"><b>Duration:<\/b> Each tutorial is 3 hours (2 sessions of 1.5 hours)<\/span><\/li>\n<li>\u00a0<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-05c8102 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05c8102\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bd0cd0a\" data-id=\"bd0cd0a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c1f1bf4 elementor-widget elementor-widget-template\" data-id=\"c1f1bf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"page\" data-elementor-id=\"20084\" class=\"elementor elementor-20084\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7ee39fc elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7ee39fc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2371f60\" data-id=\"2371f60\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-06a628c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"06a628c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-588c8c8\" data-id=\"588c8c8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8418bdb elementor-widget elementor-widget-template\" data-id=\"8418bdb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"page\" data-elementor-id=\"20040\" class=\"elementor elementor-20040\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-594fc4d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"594fc4d8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1e825c4c\" data-id=\"1e825c4c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-27ccdb3c elementor-widget elementor-widget-spacer\" data-id=\"27ccdb3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-405acc8b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"405acc8b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3fe81b1b\" data-id=\"3fe81b1b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-11c0b11d elementor-widget elementor-widget-menu-anchor\" data-id=\"11c0b11d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverview\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59d6451 elementor-widget elementor-widget-spacer\" data-id=\"59d6451\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-127b0ebc elementor-widget elementor-widget-text-editor\" data-id=\"127b0ebc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 7px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21a1170c elementor-widget elementor-widget-heading\" data-id=\"21a1170c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">QCE23 Tutorials Program \u2014 Overview<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-33f728e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"33f728e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7fca56d\" data-id=\"7fca56d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1201bf6 elementor-widget elementor-widget-menu-anchor\" data-id=\"1201bf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverviewsunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d89e25e elementor-widget elementor-widget-heading\" data-id=\"d89e25e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Sunday, Sep 17, 2023 \u2014 Tutorials<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-2cbf8259 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2cbf8259\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3db3c3\" data-id=\"3db3c3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f8bc81f elementor-widget elementor-widget-menu-anchor\" data-id=\"f8bc81f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut01\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff2b429 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ff2b429\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut01\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT01 \u2014 Introduction to Quantum Computing Part 1\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut01\" >\n\t\t\t\t\t\t\tTUT01 \u2014 Introduction to Quantum Computing Part 1\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/ccsweb.lanl.gov\/~pakin\/\">Scott Pakin: Los Alamos National Laboratory (LANL), USA<\/a><br><a href=\"https:\/\/scholar.google.com\/citations?user=2UvnS7UAAAAJ&amp;hl=en\">Eleanor G. Rieffel: NASA Ames Research Center, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ec942f3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ec942f3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d7780c4\" data-id=\"d7780c4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b8226fe elementor-widget elementor-widget-menu-anchor\" data-id=\"b8226fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut02\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b844ec elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5b844ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut02\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT02 \u2014 Security of Quantum Computing Systems\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut02\" >\n\t\t\t\t\t\t\tTUT02 \u2014 Security of Quantum Computing Systems\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/seas.yale.edu\/faculty-research\/faculty-directory\/jakub-szefer\">Jakub Szefer: Yale University, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-43ef435 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43ef435\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-81bf51e\" data-id=\"81bf51e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c9b863 elementor-widget elementor-widget-menu-anchor\" data-id=\"2c9b863\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut03\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-066eef8 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"066eef8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut03\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT03 \u2014 The QICK: Quantum Instrumentation Control Kit\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut03\" >\n\t\t\t\t\t\t\tTUT03 \u2014 The QICK: Quantum Instrumentation Control Kit\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/houcklab.princeton.edu\/people\/sara-sussman\">Sara Sussman: Princeton University, USA<\/a><br><a href=\"https:\/\/www.zuckerman-scholars.org\/spotlight\/sho-uemura\/\">Sho Uemura, Fermilab, USA<\/a><br><a href=\"https:\/\/www.linkedin.com\/in\/lstefanazzi\/\">Leandro Stefanazzi, Fermilab, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-405468f0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"405468f0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3f9952b4\" data-id=\"3f9952b4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1736ed9 elementor-widget elementor-widget-menu-anchor\" data-id=\"1736ed9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut04\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-478021d3 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"478021d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut04\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT04 \u2014 Hardware Architecture for Quantum Networks\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut04\" >\n\t\t\t\t\t\t\tTUT04 \u2014 Hardware Architecture for Quantum Networks\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/fokkodevries90\/\">Fokko de Vries, Qblox, The Netherlands<\/a><br><a href=\"https:\/\/qutech.nl\/person\/wojciech-kozlowski\/\">Wojciech Kozlowski, TU Delft, The Netherlands<\/a><br><a href=\"https:\/\/qutech.nl\/person\/bart-van-der-vecht\/\">Bart van der Vecht, TU Delft, The Netherlands<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4c92a87 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c92a87\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-54e55a6\" data-id=\"54e55a6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c32f582 elementor-widget elementor-widget-menu-anchor\" data-id=\"c32f582\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut05\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bfabee elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3bfabee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut05\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT05 \u2014 Quantum Noise Characterization and Mitigation Techniques\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut05\" >\n\t\t\t\t\t\t\tTUT05 \u2014 Quantum Noise Characterization and Mitigation Techniques\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/volya.xyz\/\">Daniel Volya, University of Florida, USA<\/a><br>\n<a href=\"https:\/\/www.cise.ufl.edu\/~prabhat\/\">Prabhat Mishra, University of Florida, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3e16515 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3e16515\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-66a0258\" data-id=\"66a0258\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e77248 elementor-widget elementor-widget-menu-anchor\" data-id=\"1e77248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut29\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ed44ac elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1ed44ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut29\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT29 \u2014 Compiling Resource-Efficient Programs with Numerical Instantiation\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut29\" >\n\t\t\t\t\t\t\tTUT29 \u2014 Compiling Resource-Efficient Programs with Numerical Instantiation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/edyounis\/\">Ed Younis, Lawrence Berkeley National Lab (LBNL), USA<\/a><br>\t\t\n<a href=\"https:\/\/www.linkedin.com\/in\/mathias-weiden-0192b3127\/\">Mathias\tWeiden, University of California, Berkeley, USA<\/a><br>\t\t\n<a href=\"https:\/\/crd.lbl.gov\/divisions\/scidata\/phax\/people\/staff\/wim-lavrijsen\/\">Wim Lavrijsen, Lawrence Berkeley National Lab (LBNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/costin-iancu-5a8b011\/\">Costin Iancu, Lawrence Berkeley National Lab (LBNL), USA<\/a><br>\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-1ad0da5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1ad0da5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3f6a784\" data-id=\"3f6a784\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-23027a7 elementor-widget elementor-widget-menu-anchor\" data-id=\"23027a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverviewmonday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79bbede elementor-widget elementor-widget-heading\" data-id=\"79bbede\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Monday, Sep 18, 2023 \u2014 Tutorials<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-2a63d79 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a63d79\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5a644a4\" data-id=\"5a644a4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a2980f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4a2980f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut01\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT01 \u2014 Introduction to Quantum Computing Part 2\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut01\" >\n\t\t\t\t\t\t\tTUT01 \u2014 Introduction to Quantum Computing Part 2\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/ccsweb.lanl.gov\/~pakin\/\">Scott Pakin: Los Alamos National Laboratory (LANL), USA<\/a><br><a href=\"https:\/\/scholar.google.com\/citations?user=2UvnS7UAAAAJ&amp;hl=en\">Eleanor G. Rieffel: NASA Ames Research Center, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3c6da8cf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c6da8cf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5837b7b8\" data-id=\"5837b7b8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ec5180 elementor-widget elementor-widget-menu-anchor\" data-id=\"5ec5180\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut06\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-703fd0ad elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"703fd0ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut06\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT06 \u2014 Circuit Cutting with Quantum Serverless\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut06\" >\n\t\t\t\t\t\t\tTUT06 \u2014 Circuit Cutting with Quantum Serverless\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/garrison-quantum\/\">Jim Garrison, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/caleb-johnson-a96792149\/\">Caleb Johnson, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/pedrorrivero\/\">Pedro Rivero, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/fmartinfdez\/\">Francisco Martin Fernandez, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/jenniferglick\/\">Jen Glick, IBM Quantum, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-fe89bbb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe89bbb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cea39dd\" data-id=\"cea39dd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f3decb elementor-widget elementor-widget-menu-anchor\" data-id=\"6f3decb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut07\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6334cc elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b6334cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut07\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT07 \u2014 Algorithmic Approaches for Finding Better QUBO Formulations\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut07\" >\n\t\t\t\t\t\t\tTUT07 \u2014 Algorithmic Approaches for Finding Better QUBO Formulations\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/jonas-n%C3%BC%C3%9Flein-913606210\/?originalSubdomain=de\">Jonas N\u00fc\u00dflein, LMU Munich, Germany<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/sebastian-zielinski-b73ba31a9\/?originalSubdomain=de\">Sebastian Zielinski, LMU Munich, Germany<\/a><br>\t\t\n<a href=\"https:\/\/qutech.nl\/person\/sebastian-feld\/\">Sebastian Feld, TU Delft, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.mobile.ifi.lmu.de\/team\/claudia-linnhoff-popien\/\">Claudia Linnhof-Popien, LMU Munich, Germany<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-5a14e68 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5a14e68\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-57f5fe7\" data-id=\"57f5fe7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-604d16b elementor-widget elementor-widget-menu-anchor\" data-id=\"604d16b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut08\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43efc81 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"43efc81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut08\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT08 \u2014 A Deep-dive into Mitiq, a Software Package for Error Mitigation on Noisy Quantum Computers\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut08\" >\n\t\t\t\t\t\t\tTUT08 \u2014 A Deep-dive into Mitiq, a Software Package for Error Mitigation on Noisy Quantum Computers\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/natestemen.xyz\/\">Nathaniel Stemen, Unitary Fund, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/misty-wahl\/\">Misty Wahl, Unitary Fund, USA<\/a><br>\n<a href=\"https:\/\/nathanshammah.com\/\">Nathan Shammah, Unitary Fund, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6dedd30 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6dedd30\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7de7705\" data-id=\"7de7705\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-253be52 elementor-widget elementor-widget-menu-anchor\" data-id=\"253be52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverviewtuesday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-925c744 elementor-widget elementor-widget-heading\" data-id=\"925c744\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Tuesday, Sep 19, 2023 \u2014 Tutorials<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-71c296e1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"71c296e1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7bae5360\" data-id=\"7bae5360\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ebada5 elementor-widget elementor-widget-menu-anchor\" data-id=\"4ebada5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut09\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eafa69f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"eafa69f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut09\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT09 \u2014 Hybrid Quantum-Classical Algorithms and Analog Hamiltonian Simulation on Amazon Braket\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut09\" >\n\t\t\t\t\t\t\tTUT09 \u2014 Hybrid Quantum-Classical Algorithms and Analog Hamiltonian Simulation on Amazon Braket\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/brajesh-gupt-3295954b\/\">Brajesh Gupt, AWS, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/yunong-shi-b0836a50\/\">Yunong Shi, AWS, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/sebastianstern\/?originalSubdomain=de\">Sebastian Stern, AWS, Germany<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f0a5b21 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f0a5b21\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-052d42e\" data-id=\"052d42e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-93fcb66 elementor-widget elementor-widget-menu-anchor\" data-id=\"93fcb66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut10\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-443889e elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"443889e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut10\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT10 \u2014 Practical Quantum Machine Learning: Time Series Analysis with PennyLane and Covalent\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut10\" >\n\t\t\t\t\t\t\tTUT10 \u2014 Practical Quantum Machine Learning: Time Series Analysis with PennyLane and Covalent\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"http:\/\/www.santoshkumarradha.me\/\">Santosh Kumar Radha, Agnostiq Inc., Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/jack-s-baker-7596b2235\/?originalSubdomain=ca\">Jack Baker, Agnostiq Inc., Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/ara-ghukasyan-782029223\/?originalSubdomain=ca\">Ara Ghukasyan, Agnostiq Inc., Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/ianrcbuckley\/?originalSubdomain=ca\">Ian Buckley, Agnostiq Inc., Canada<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-614f89b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"614f89b1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7782a3b8\" data-id=\"7782a3b8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8c64fe6 elementor-widget elementor-widget-menu-anchor\" data-id=\"8c64fe6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut11\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e587e0e elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e587e0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut11\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT11 \u2014 QubiC: An Open-Source FPGA-based Quantum Controller\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut11\" >\n\t\t\t\t\t\t\tTUT11 \u2014 QubiC: An Open-Source FPGA-based Quantum Controller\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/aqt.lbl.gov\/quantum-control\/\">Abhi Rajagopala, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/neelay-fruitwala-0799661b7\/\">Neelay Fruitwala, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/yilun-xu-23b91570\/\">Yilun Xu, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/gang-huang-1b44a27a\/\">Gang Huang, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/kasra-nowrouzi\/\">Kasra Nowrouzi, Lawrence Berkeley National Laboratory (LBNL), USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-504fdd7c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"504fdd7c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-584e128d\" data-id=\"584e128d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9aee55 elementor-widget elementor-widget-menu-anchor\" data-id=\"c9aee55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut12\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-203c3977 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"203c3977\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut12\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT12 \u2014 Playing with cats! What are cat qubits? How can they serve as a the basis for Fault Tolerant Quantum Computing?\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut12\" >\n\t\t\t\t\t\t\tTUT12 \u2014 Playing with cats! What are cat qubits? How can they serve as a the basis for Fault Tolerant Quantum Computing?\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/blaisev\/\">Blaise Vignon, Alice&amp;Bob, France<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/raphael-lescanne\/\">Rapha\u00ebl Lescanne, Alice&amp;Bob, France<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-adcec7e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"adcec7e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-509d75c\" data-id=\"509d75c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2152258 elementor-widget elementor-widget-menu-anchor\" data-id=\"2152258\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut13\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee99d13 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ee99d13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut13\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT13 \u2014 Quantum Circuit Compilation and Classical Control with TKET\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut13\" >\n\t\t\t\t\t\t\tTUT13 \u2014 Quantum Circuit Compilation and Classical Control with TKET\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/callum-macpherson-809702149\/\">Callum Macpherson, Quantinuum, UK<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/kathrin-spendier-735b7197\/?originalSubdomain=ca\">Kathrin Spendier, Quantinuum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/lauren-ryan-marketing\/\">Lauren Ryan, Quantinuum, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-78648aa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"78648aa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d34e30e\" data-id=\"d34e30e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e11a3d9 elementor-widget elementor-widget-menu-anchor\" data-id=\"e11a3d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverviewwednesday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a53a28 elementor-widget elementor-widget-heading\" data-id=\"8a53a28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Wednesday, Sep 20, 2023 \u2014 Tutorials<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-393db379 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"393db379\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3e0dc6e8\" data-id=\"3e0dc6e8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c891b5 elementor-widget elementor-widget-menu-anchor\" data-id=\"3c891b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut14\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-204841b3 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"204841b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut14\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT14 \u2014 Introduction to Intel Quantum SDK Version 1.0\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut14\" >\n\t\t\t\t\t\t\tTUT14 \u2014 Introduction to Intel Quantum SDK Version 1.0\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.xinchuanwu.com\/\">Xin-Chuan Wu, Intel Corporation, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/shavindra-premaratne-1a472364\/\">Shavindra Premaratne, Intel Corporation, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/albert-t-schmitz-phd-17419873\/\">Albert T.\tSchmitz, Intel Corporation, USA<\/a><br>\t\n<a href=\"https:\/\/insiders.intel.com\/users\/kevin-rasch-a49716\">Kevin Rasch, Intel Corporation, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d287486 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d287486\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e5d77c5\" data-id=\"e5d77c5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8b7a107 elementor-widget elementor-widget-menu-anchor\" data-id=\"8b7a107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut15\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4205c68 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4205c68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut15\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT15 \u2014 Tangelo: Enabling Quantum Chemistry Workflows for Current and Future Quantum Computers\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut15\" >\n\t\t\t\t\t\t\tTUT15 \u2014 Tangelo: Enabling Quantum Chemistry Workflows for Current and Future Quantum Computers\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/valentinsenicourt\/\">Valentin Senicourt, Good Chemistry Company, Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/james-brown-65830411\/?originalSubdomain=ca\">James Brown, Good Chemistry Company, Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/alexandre-fleury\/?locale=en_US\">Alexandre Fleury, Good Chemistry Company, Canada<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7f47d416 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f47d416\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-773c1455\" data-id=\"773c1455\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b646c29 elementor-widget elementor-widget-menu-anchor\" data-id=\"b646c29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut16\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56b7953f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"56b7953f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut16\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT16 \u2014 Quantum Pictures in Practice\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut16\" >\n\t\t\t\t\t\t\tTUT16 \u2014 Quantum Pictures in Practice\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"http:\/\/www.cs.ox.ac.uk\/people\/stefano.gogioso\/\">Stefano Gogioso, University of Oxford, UK<\/a><br>\n<a href=\"https:\/\/www.cs.ox.ac.uk\/people\/lia.yeh\/\">Lia Yeh, University of Oxford, UK<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/tcer\/\">Thomas Cervoni, Quantinuum Ltd., UK<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/harny-quanlong-wang-8955b271\/?originalSubdomain=uk\">Harny Wang, Quantinuum Ltd., UK<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-29cf90a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29cf90a7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6efc3d5a\" data-id=\"6efc3d5a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2022b48 elementor-widget elementor-widget-menu-anchor\" data-id=\"2022b48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut17\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-167c0c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"167c0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut17\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT17 \u2014 SimuQ: A Domain-Specific Language for Quantum Simulation with Analog Compilation\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut17\" >\n\t\t\t\t\t\t\tTUT17 \u2014 SimuQ: A Domain-Specific Language for Quantum Simulation with Analog Compilation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/pickspeng.github.io\/\">Yuxiang Peng, University of Maryland, College Park, USA<\/a><a><br>\n<\/a><a href=\"https:\/\/quics.umd.edu\/people\/jacob-young\">Jacob Young, University of Maryland, College Park, USA<\/a><a><br>\n<\/a><a href=\"https:\/\/pickspeng.github.io\/SimuQ\/\">Pengyu Liu, Tsinghua University, China<\/a><a><br>\t\n<\/a><a href=\"https:\/\/www.linkedin.com\/in\/xiaodi-wu-12045a1a\/\">Xiaodi Wu, University of Maryland, College Park, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-86a90ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86a90ec\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c4515d3\" data-id=\"c4515d3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3ab40d elementor-widget elementor-widget-menu-anchor\" data-id=\"b3ab40d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut18\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ad2d28a elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5ad2d28a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut18\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT18 \u2014 Parameterized Quantum Pulse Circuit and its Application\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut18\" >\n\t\t\t\t\t\t\tTUT18 \u2014 Parameterized Quantum Pulse Circuit and its Application\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/zlianghahaha.github.io\/\">Zhiding Liang, University of Notre Dame, USA<\/a><br>\n<a href=\"https:\/\/hanruiwang.me\/\">Hanrui Wang, MIT USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/jinglei-cheng-b7235a12b\/\">Jinglei Cheng, University of Southern California, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/jiaqi-gu-a86156141\/\">Jiaqi Gu, University of Texas at Austin, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/kaminotesf524\/\">Zhixin Song, Georgia Institute of Technology, USA<\/a><br>\t\t\n<a href=\"https:\/\/www.linkedin.com\/in\/hangren0\/\">Hang Ren, UC Berkeley, USA<\/a><br>\t\n<a href=\"https:\/\/www.researchgate.net\/scientific-contributions\/Pengyu-Liu-2217121374\">Rui Yang, Peking University, China<\/a><br>\t\t\n<a href=\"https:\/\/users.ece.utexas.edu\/~dpan\/\">David Pan, University of Texas at Austin, USA<\/a><br>\t\n<a href=\"http:\/\/www.yongshanding.com\">Yongshan Ding, Yale University, USA<\/a><br>\t\n<a href=\"http:\/\/people.cs.uchicago.edu\/~ftchong\/\">Fred Chong, University of Chicago, USA<\/a><br>\t\t\n<a href=\"https:\/\/songhan.mit.edu\/\">Song Han, MIT, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/yiyushi\/\">Yiyu Shi, University of Notre Dame, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-2f97a3a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f97a3a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3f6ef29\" data-id=\"3f6ef29\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a0f467 elementor-widget elementor-widget-menu-anchor\" data-id=\"1a0f467\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut19\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0441922 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"0441922\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut19\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT19 \u2014 Quantum Ethics in Action\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut19\" >\n\t\t\t\t\t\t\tTUT19 \u2014 Quantum Ethics in Action\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/joan-arrow-50a163133\/\">Joan Arrow, University of Waterloo, Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/orab\/\">Rodrigo Araiza Bravo, Harvard University, USA<\/a><br>\t\t\n\t\n<a href=\"https:\/\/www.linkedin.com\/in\/marshsara\/?originalSubdomain=ca\">Sara Marsh, University of Waterloo, Canada<\/a><br>\t\t\n<a href=\"https:\/\/decoherence.me\/\">Josephine Meyer, University of Colorado Boulder, USA<\/a><br>\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-18ee7ad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"18ee7ad\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c05db1a\" data-id=\"c05db1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b1f043 elementor-widget elementor-widget-menu-anchor\" data-id=\"4b1f043\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverviewthursday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb669b8 elementor-widget elementor-widget-heading\" data-id=\"bb669b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Thursday, Sep 21, 2023 \u2014 Tutorials<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4309c8a6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4309c8a6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-46314413\" data-id=\"46314413\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-86e65b5 elementor-widget elementor-widget-menu-anchor\" data-id=\"86e65b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut20\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bd10da elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2bd10da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut20\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT20 \u2014 Using Qiskit Runtime Primitives with Error Suppression and Error Mitigation\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut20\" >\n\t\t\t\t\t\t\tTUT20 \u2014 Using Qiskit Runtime Primitives with Error Suppression and Error Mitigation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/cjwoodphd\/\">Christopher Wood, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/marianabernagozzi\/\">Mariana Bernagozzi, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/lerongil\/\">Leron Gil, IBM Quantum, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-cdbaaa4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cdbaaa4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-86c500b\" data-id=\"86c500b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a7af4aa elementor-widget elementor-widget-menu-anchor\" data-id=\"a7af4aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut21\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b5d98c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2b5d98c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut21\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT21 \u2014 Tutorial: Introduction to Quantum Computing: From Algorithm to Hardware\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut21\" >\n\t\t\t\t\t\t\tTUT21 \u2014 Tutorial: Introduction to Quantum Computing: From Algorithm to Hardware\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.sjsu.edu\/people\/hiuyung.wong\/\">Hiu Yung Wong, San Jose State University, USA<\/a>\n\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3889a292 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3889a292\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-15386\" data-id=\"15386\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-84bc689 elementor-widget elementor-widget-menu-anchor\" data-id=\"84bc689\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut22\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f71a5f7 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1f71a5f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut22\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT22 \u2014 \tSpeeding up Calibrations and Algorithm Execution through Agile Real-time Control\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut22\" >\n\t\t\t\t\t\t\tTUT22 \u2014 \tSpeeding up Calibrations and Algorithm Execution through Agile Real-time Control\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/yigitcanu\/\">Yi\u011fitcan Uzun, Qblox, The Netherlands<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/fokkodevries90\/\">Fokko de Vries, Qblox, The Netherlands<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/damaz-de-jong\/\">Damaz de Jong, Qblox, The Netherlands<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4cf845e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4cf845e2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-40742997\" data-id=\"40742997\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f18347 elementor-widget elementor-widget-menu-anchor\" data-id=\"5f18347\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut23\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33804e2c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"33804e2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut23\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT23 \u2014 Cloud Quantum Computing with Neutral Atoms\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut23\" >\n\t\t\t\t\t\t\tTUT23 \u2014 Cloud Quantum Computing with Neutral Atoms\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/jonathan-wurtz-7a4855181\/\">Jonathan Wurtz, QuEra Computing, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/pedro-lopes-phd-b89029185\/?originalSubdomain=ca\">Pedro Lopes, QuEra Computing, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/alexei-bylinskii-076905a6\/\">Alexei Bylinskii, QuEra Computing, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-44d4c679 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44d4c679\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-339fb3b\" data-id=\"339fb3b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f84488 elementor-widget elementor-widget-menu-anchor\" data-id=\"6f84488\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut24\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-706a6a3b elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"706a6a3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut24\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT24 \u2014 Quantum plus High-Performance Computing for Natural Language Processing\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut24\" >\n\t\t\t\t\t\t\tTUT24 \u2014 Quantum plus High-Performance Computing for Natural Language Processing\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/eduardo-coello-perez-2b3006219\/\">Eduardo Coello Perez, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/prasannadate\/\">Prasanna Date, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/mayankachandrashekar\/\">Mayanka Chandra Shekar, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/hamiltonkathleen\/\">Kathleen Hamilton, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/john-gounley-1751598a\/\">John Gounley, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\n<a href=\"https:\/\/www.ornl.gov\/staff-profile\/francisco-r-rios\">Francisco Rios, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/in-saeng-suh-9b8a325\/\">In-Saeng Suh, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/georgia-tourassi-1b97825\/\">Georgia Tourassi, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-65e7e51 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65e7e51\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4efe58e\" data-id=\"4efe58e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0a1362 elementor-widget elementor-widget-menu-anchor\" data-id=\"a0a1362\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut25\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fb6fca elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7fb6fca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut25\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT25 \u2014 Deep Dive into Classical Simulation of Quantum Circuits with QX-Simulator\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut25\" >\n\t\t\t\t\t\t\tTUT25 \u2014 Deep Dive into Classical Simulation of Quantum Circuits with QX-Simulator\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/pablo-le-h%C3%A9naff\/\">Pablo le Henaff, Delft University of Technology, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/sebastian-feld\/\">Sebastian Feld, Delft University of Technology, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/medina-bandi%C4%87-hesam-91b7b285\/\">Medina Bandic\u00b4, Delft University of Technology, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/nikiforos-paraskevopoulos\/\">Nikiforos Paraskevopoulos, Delft University of Technology, The Netherlands<\/a><br>\t\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-46b0250 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"46b0250\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4e8c948\" data-id=\"4e8c948\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc63664 elementor-widget elementor-widget-menu-anchor\" data-id=\"cc63664\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorialsoverviewfriday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8411c62 elementor-widget elementor-widget-heading\" data-id=\"8411c62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Friday, Sep 22, 2023 \u2014 Tutorials<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-75766a82 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"75766a82\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2c983615\" data-id=\"2c983615\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c76c5e elementor-widget elementor-widget-menu-anchor\" data-id=\"1c76c5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut26\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17662597 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"17662597\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut26\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT26 \u2014 Benchmarking and Calibrating Quantum Devices with Qiskit Experiments\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut26\" >\n\t\t\t\t\t\t\tTUT26 \u2014 Benchmarking and Calibrating Quantum Devices with Qiskit Experiments\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/helenayzhang\/\">Helena Zhang, IBM Quantum, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-64063a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"64063a8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e489ebc\" data-id=\"e489ebc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-030fbc0 elementor-widget elementor-widget-menu-anchor\" data-id=\"030fbc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut27\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4a798c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e4a798c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut27\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT27 \u2014 Solving Partial Differential Equations (PDEs) with Quantum Computers\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut27\" >\n\t\t\t\t\t\t\tTUT27 \u2014 Solving Partial Differential Equations (PDEs) with Quantum Computers\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/kaminotesf524\/\">Zhixin Song, Georgia Institute of Technology, USA<\/a><br>\n<a href=\"https:\/\/cse.gatech.edu\/people\/spencer-bryngelson\">Spencer\tBryngelson, Georgia Institute of Technology, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6b4deea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b4deea\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9ec6a58\" data-id=\"9ec6a58\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5cd5248 elementor-widget elementor-widget-menu-anchor\" data-id=\"5cd5248\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut28\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-229b4ba elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"229b4ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut28\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT28 \u2014 qBraid: The Quantum Ecosystem All in One Place\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut28\" >\n\t\t\t\t\t\t\tTUT28 \u2014 qBraid: The Quantum Ecosystem All in One Place\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/kheitritter\/\">Kenneth Heitritter, qBraid, USA<\/a><br>\n<a href=\"https:\/\/saraametwalli.medium.com\/\">Sara Metwalli, Keio University, Japan<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/shionfukuzawa\/\">Shion Fukuzawa, University of California - Irvine, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3ef4c504 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ef4c504\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55cefaa1\" data-id=\"55cefaa1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a3009e elementor-widget elementor-widget-menu-anchor\" data-id=\"5a3009e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"overview-tut30\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7522958 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7522958\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#tut30\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT30 \u2014 Introduction to SeQUeNCe, a Customizable Discrete-Event Simulator of Quantum Networks\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#tut30\" >\n\t\t\t\t\t\t\tTUT30 \u2014 Introduction to SeQUeNCe, a Customizable Discrete-Event Simulator of Quantum Networks\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/rajkumarkettimuthu\/\">Rajkumar Kettimuthu, Argonne National Lab (ANL) &amp; The University of Chicago, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/alexander-kolar-21428615a\/\">Alexander Kolar, University of Chicago, USA<\/a><br>\n<a href=\"https:\/\/physics.uchicago.edu\/people\/profile\/wendy-w.-zhang\/\">Allen Zang, The University of Chicago, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/joaquin-f-chung-m-38376328\/\">Joaquin Chung, Argonne National Lab (ANL), USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0062155 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0062155\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b98c965\" data-id=\"b98c965\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-128bc75 elementor-widget elementor-widget-spacer\" data-id=\"128bc75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67a6d99 elementor-widget elementor-widget-text-editor\" data-id=\"67a6d99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 7px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a216ad elementor-widget elementor-widget-heading\" data-id=\"1a216ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2 data-elementor-setting-key=\"title\" data-pen-placeholder=\"Type Here...\" style=\", sans-serif\">QCE23 Tutorials Program \u2014 Abstracts<\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-9995842 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9995842\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9522773\" data-id=\"9522773\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c7fdbf9 elementor-widget elementor-widget-menu-anchor\" data-id=\"c7fdbf9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorials-abstracts-sunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-021704a elementor-widget elementor-widget-heading\" data-id=\"021704a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Sunday, Sep 17, 2023 \u2014 Tutorials Abstracts<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3d5fb21a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3d5fb21a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-692dce14\" data-id=\"692dce14\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-731e525a elementor-widget elementor-widget-menu-anchor\" data-id=\"731e525a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut01\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dc0a1cc elementor-widget elementor-widget-spacer\" data-id=\"7dc0a1cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a59c13 elementor-widget elementor-widget-text-editor\" data-id=\"1a59c13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27f48542 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"27f48542\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut01\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT01 \u2014 Introduction to Quantum Computing Parts 1 &amp; 2\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut01\" >\n\t\t\t\t\t\t\tTUT01 \u2014 Introduction to Quantum Computing Parts 1 &amp; 2\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/ccsweb.lanl.gov\/~pakin\/\">Scott Pakin: Los Alamos National Laboratory (LANL), USA<\/a><br><a href=\"https:\/\/scholar.google.com\/citations?user=2UvnS7UAAAAJ&amp;hl=en\">Eleanor G. Rieffel: NASA Ames Research Center, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f407e8 elementor-widget elementor-widget-text-editor\" data-id=\"8f407e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div data-id=\"3da2a4c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div><div><h5><strong><span style=\"color: #333333;font-family: 'Open Sans', sans-serif;font-size: 18px\">Date: <\/span><\/strong><span style=\"color: #333333;font-family: 'Open Sans', sans-serif;font-size: 18px\">Sun, Sep 17, 2023 \u2014 <strong>Part 1<br \/><\/strong><\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30 <\/span><span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<br \/><\/span><\/span>Duration:<span style=\"color: inherit;font-family: inherit;font-size: 1.25rem\">\u00a0<\/span><span style=\"color: inherit;font-size: 1.25rem;font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5><div><div data-id=\"3da2a4c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div><div><h5><span style=\"color: #333333;font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date: <\/span><span style=\"color: #333333;font-family: 'Open Sans', sans-serif;font-size: 18px\">Mon<\/span><span style=\"color: #333333;font-family: 'Open Sans', sans-serif;font-size: 18px\">, Sep 18, 2023 \u2014 <strong>Part 2<br \/><\/strong><\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30 <\/span><span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<br \/><\/span><\/span>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4aa83e3a elementor-widget elementor-widget-text-editor\" data-id=\"4aa83e3a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">From this tutorial, attendees will gain a basic understanding of quantum computing, from the underlying principles up through recent developments in the field. Attendees will learn how essential quantum algorithms operate and gain experience with approaches for programming radically different types of quantum computers.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-483a134 elementor-widget elementor-widget-text-editor\" data-id=\"483a134\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> Quantum computing offers the potential to revolutionize high-performance computing by providing a means to solve certain computational problems asymptotically faster than any classical computer. Relatively recently, quantum computing has advanced from merely a theoretical possibility to engineered reality, including commercial entities offering early prototype quantum processors, both special-purpose quantum annealers and general-purpose gate-model processors. The media have been showcasing each new development and implicitly conveying the message that quantum-computing ubiquity is nigh. Here, we will respond to this hype and provide an overview of the exciting but still early state of the field.<br><br>\nIn this tutorial, we introduce participants to the computational models that give quantum computing its immense computational power. We examine the thought processes that programmers need to map problems both to quantum annealers and gate-model quantum processors. And we discuss hardware and algorithmic challenges that must be overcome before quantum computing becomes a component of every software developer&#8217;s repertoire.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2633bcbe elementor-widget elementor-widget-text-editor\" data-id=\"2633bcbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Circuit-model, gate model,\nquantum annealing,\nquantum algorithms,\nQAOA\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59bc2581 elementor-widget elementor-widget-text-editor\" data-id=\"59bc2581\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">We expect the content level to be distributed as follows:<br \/>80% beginner<br \/>20% intermediate<br \/>0% advanced.\u00a0<br \/>No prior knowledge of quantum computing or quantum mechanics is expected, but the final section of the tutorial goes<br \/>into some technical depth that requires that attendees have understood the preceding sections.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-614c6b99 elementor-widget elementor-widget-text-editor\" data-id=\"614c6b99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial targets a broad audience: essentially anyone who\nis curious about quantum computing and wants to learn how it\nworks and what it can and cannot do. Those who know little\nto nothing about quantum computing will benefit more from\nthe tutorial than those who have existing expertise in quantum\nmechanics or who already have had non-trivial exposure to\nquantum computing, but even professionals who have worked\nin the field will likely gain at least some knowledge.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6c91854 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c91854\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e79d968\" data-id=\"e79d968\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3a11256 elementor-widget elementor-widget-menu-anchor\" data-id=\"3a11256\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut02\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-370bffd elementor-widget elementor-widget-spacer\" data-id=\"370bffd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e96bffc elementor-widget elementor-widget-text-editor\" data-id=\"e96bffc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d808d40 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d808d40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut02\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT02 \u2014 Security of Quantum Computing Systems\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut02\" >\n\t\t\t\t\t\t\tTUT02 \u2014 Security of Quantum Computing Systems\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/seas.yale.edu\/faculty-research\/faculty-directory\/jakub-szefer\">Jakub Szefer: Yale University, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d77be1c elementor-widget elementor-widget-text-editor\" data-id=\"d77be1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date: <\/span><span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">Sun, Sep 17, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30 <\/span><span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<br \/><\/span><\/span>Duration: <span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b66b4c elementor-widget elementor-widget-text-editor\" data-id=\"6b66b4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> This tutorial will introduce the audience to the emerging field of quantum computer cybersecurity, which focuses on research on how to make quantum computing systems secure. With rapid advances in quantum computer technologies, as the number of qubits increases, and the fidelity of the qubits and operations improves, these computers will be able to generate novel drugs or material compounds. Once the computers are generating or processing sensitive or valuable information, they will become a target for security attacks. Moreover, many quantum computers are already cloud-based. Remote, on-demand cloud computing-like access to quantum computers makes them especially vulnerable to security attacks as anybody with a credit card can purchase access and run almost arbitrary quantum circuits on them. Even potential &#8220;virus&#8221; circuits. First, this tutorial will introduce audience to classical computer security ideas such as threat modeling, confidentiality, integrity, and availability, information leaks, side- and covert-channel attacks. Second, this tutorial will apply classical computer security mindset to quantum computers, and demonstrate examples of security attacks prototyped on real cloud-based NISQ quantum computers available today. Third, the tutorial will present designs for securing the cloud-based NISQ quantum computers from the security attacks. Lastly, the tutorial will present challenges and opportunities to build quantum computer security from the ground up now, rather than have to patch the quantum computers later once security attacks have occurred in the wild.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75e7cd9 elementor-widget elementor-widget-text-editor\" data-id=\"75e7cd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum computer security, Threat modeling, Security attacks, Security defenses, Fast and secure quantum computers\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04a18e3 elementor-widget elementor-widget-text-editor\" data-id=\"04a18e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum Computing: beginner; Compuer Security: beginner to intermediate.<br \/><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc16751 elementor-widget elementor-widget-text-editor\" data-id=\"fc16751\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><i>Expected background and prerequisites of the tutorial attendees:\u00a0<\/i>Audience does not require computer security background. Expected background includes basic knowledge of computers, and interest in learning about cloud-based quantum computers and making them secure.<\/span>\n\n<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\n<i>What will target audience learn: <\/i>Quantum computing engineers and researchers will learn how to make more secure quantum computers and how to protect the computing machines from vulnerabilities now that many of the quantum computers are connected to the internet (e.g., IBM Quantum, Amazon Braket, Microsoft Azure).<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-1753067a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1753067a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c97d50c\" data-id=\"7c97d50c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2d409b81 elementor-widget elementor-widget-menu-anchor\" data-id=\"2d409b81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut03\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-319637ce elementor-widget elementor-widget-spacer\" data-id=\"319637ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-474d3f5e elementor-widget elementor-widget-text-editor\" data-id=\"474d3f5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab1fea8 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ab1fea8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut03\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT03 \u2014 The QICK: Quantum Instrumentation Control Kit\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut03\" >\n\t\t\t\t\t\t\tTUT03 \u2014 The QICK: Quantum Instrumentation Control Kit\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/houcklab.princeton.edu\/people\/sara-sussman\">Sara Sussman: Princeton University, USA<\/a><br><a href=\"https:\/\/www.zuckerman-scholars.org\/spotlight\/sho-uemura\/\">Sho Uemura, Fermilab, USA<\/a><br><a href=\"https:\/\/www.linkedin.com\/in\/lstefanazzi\/\">Leandro Stefanazzi, Fermilab, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c4b6dc elementor-widget elementor-widget-text-editor\" data-id=\"6c4b6dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date: <\/span><span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">Sun, Sep 17, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30 <\/span><span style=\"font-family: Open Sans, sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<br \/><\/span><\/span>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1086dff elementor-widget elementor-widget-text-editor\" data-id=\"1086dff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> The QICK is a standalone open-source controller for both superconducting and atomic qubits as well as various detectors. Over 20 times cheaper than commercial qubit control equipment, the QICK runs on publicly-available open-source firmware and software. The QICK is used in industry and academic labs throughout the world for controlling quantum systems, and by using the QICK anyone can learn the full quantum control stack from scratch. In this tutorial, we hope to engage those interested in quantum controls at any level of the stack, and teach them the QICK hardware, firmware and software. Attendees will leave this tutorial with a clear understanding of how QICK works under the hood, and with the ability to deploy and describe an experiment by using one of the supported boards. To make the tutorial easy to follow, attendees will access live demonstrations and use the boards themselves to send and receive signals.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6decbedb elementor-widget elementor-widget-text-editor\" data-id=\"6decbedb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum computing,\nquantum sensing,\nreal-time control,\nhands-on programming,\nfield-programmable gate arrays (FPGAs),\ndigital signal processing,\nsuperconducting qubit.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15a0778c elementor-widget elementor-widget-text-editor\" data-id=\"15a0778c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">20% beginner,\n40% intermediate, 40% advanced. No prior knowledge of\neither quantum computing or QICK is required. Basic concepts\nare introduced to build up knowledge gradually.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ea66d elementor-widget elementor-widget-text-editor\" data-id=\"b7ea66d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial targets a broad audience that ranges from\nresearchers to students with some engineering, math, computer\nscience or physics background that are willing to get started\nusing the QICK for quantum experimentation. Attendees will\nlearn how the QICK works, and be given the tools to be able\nto describe for themselves single- or multi-qubit experiments\nusing this system.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3a7ef432 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a7ef432\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-412e09ae\" data-id=\"412e09ae\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-664e1ed4 elementor-widget elementor-widget-menu-anchor\" data-id=\"664e1ed4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut04\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1535443b elementor-widget elementor-widget-spacer\" data-id=\"1535443b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f2a36b5 elementor-widget elementor-widget-text-editor\" data-id=\"3f2a36b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aee91cd elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"aee91cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut04\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT04 \u2014 Hardware Architecture for Quantum Networks\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut04\" >\n\t\t\t\t\t\t\tTUT04 \u2014 Hardware Architecture for Quantum Networks\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/fokkodevries90\/?originalSubdomain=nl\">Fokko de Vries, Qblox, The Netherlands<\/a><br><a href=\"https:\/\/qutech.nl\/person\/wojciech-kozlowski\/\">Wojciech Kozlowski, TU Delft, The Netherlands<\/a><br><a href=\"https:\/\/qutech.nl\/person\/bart-van-der-vecht\/\">Bart van der Vecht, TU Delft, The Netherlands<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ace6e23 elementor-widget elementor-widget-text-editor\" data-id=\"ace6e23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Sun, Sep 17, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<br \/><\/span><\/span>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b474ac elementor-widget elementor-widget-text-editor\" data-id=\"5b474ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> In this tutorial we educate the participants about the physical or hardware layer in quantum network stacks. Through a combination of lectures and a hands-on simulation workshop, we discuss the requirements for this abstraction layer.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-918581c elementor-widget elementor-widget-text-editor\" data-id=\"918581c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> Quantum networks will enhance our classical Internet by supplementing it with capabilities such as quantum secure communications, quantum sensing, secure quantum computing in the cloud, and distributed quantum computation. To develop this technology, several initiatives have recently started to create quantum network testbeds. In this tutorial we focus on one of the key challenges in creating such testbeds: the architecture of the hardware or physical layer, which is responsible for generating entanglement between two neighbouring nodes. In particular, we will focus on the quantum device control stacks which are responsible for sending control signals to the quantum hardware as well as the synchronisation and low-level communication between the nodes.\nIn the first half of the tutorial, we will discuss the needs for the physical layer from both the state-of-the-art research perspective, i.e., what is needed to control the quantum hardware, as well as from the use-case perspective, i.e., what is needed for quantum network applications. In the second half of the tutorial the participants will develop a simulation of the physical layer of the quantum network stack using the NetSquid quantum network simulator. The goal is to learn about the building blocks necessary to build full-stack quantum network nodes and how to connect them. In a final interactive discussion the participants will get the chance to discuss what they have learned, both in terms of requirements of the quantum control stacks, as well as on how to use them for different quantum networking qubit platforms.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53ad42cf elementor-widget elementor-widget-text-editor\" data-id=\"53ad42cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum Internet,\nQuantum Communication,\nQuantum Control Stack<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51c1e322 elementor-widget elementor-widget-text-editor\" data-id=\"51c1e322\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">30% beginner, 60 % intermediate, 10% advance<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7af0f341 elementor-widget elementor-widget-text-editor\" data-id=\"7af0f341\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The main goal of this tutorial is to educate the audience about the challenges of building a quantum\nnetwork from the bottom up. We aim to achieve this goal by teaching the audience about the\nentanglement generation process at the physical layer for a single quantum link. To reach that, the main\ngoal is broken up into three subgoals: (1) discuss the requirements and limitations of the\nhardware\/physical layer from the use case perspective and (2) from a quantum hardware or qubit\nperspective, and (3) providing the audience with a hands-on exercise to implement a simulation of a\nquantum network physical layer protocol to consolidate the prior discussions.<br>\nWith this tutorial we target participants with an interest in quantum communication and networks with\neither a physics background or an engineering background as the physical layer is where these two meet.\nAll attendees will benefit by learning about the basic building blocks of quantum networks from hardware\nto applications. The hands-on exercise in NetSquid will help the audience understand the fundamental\nquantum processes and the hardware engineering that is required to build quantum networks. As the\ndetails of the quantum hardware are abstracted away, this exercise is very suitable for engineers.\nAttendees with a quantum computing background will benefit by learning about the physical requirements\nof interconnecting quantum computers.<br>\nThe audience will learn how to implement a physical layer protocol for entanglement creation between\nnodes, and what the challenges and considerations are to be taken into account when doing this. These\nconsiderations have implications for both the quantum hardware (physics) side as well as the use case\nlevel. <\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-10a54f4a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10a54f4a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1c402c55\" data-id=\"1c402c55\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dfc4e54 elementor-widget elementor-widget-menu-anchor\" data-id=\"dfc4e54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut05\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-331503ac elementor-widget elementor-widget-text-editor\" data-id=\"331503ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-935ab0d elementor-widget elementor-widget-spacer\" data-id=\"935ab0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62f64894 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"62f64894\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut05\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT05 \u2014 Quantum Noise Characterization and Mitigation Techniques\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut05\" >\n\t\t\t\t\t\t\tTUT05 \u2014 Quantum Noise Characterization and Mitigation Techniques\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/volya.xyz\/\">Daniel Volya, University of Florida, USA<\/a><br>\n<a href=\"https:\/\/www.cise.ufl.edu\/~prabhat\/\">Prabhat Mishra, University of Florida, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43f6f79 elementor-widget elementor-widget-text-editor\" data-id=\"43f6f79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Sun, Sep 17, 2023<\/span><\/span><br><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br>Duration:<span style=\"font-size: 1.25rem\">&nbsp;<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17e13b56 elementor-widget elementor-widget-text-editor\" data-id=\"17e13b56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial explores the challenges of noise in\nquantum computing and introduces state-of-the-art error mitigation strategies for modern and near-term quantum computers. It also provides a hands-on case study using open-source\nquantum tools to demonstrate noise mitigation techniques in\nvarious stages of quantum computation.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4ef0c3 elementor-widget elementor-widget-text-editor\" data-id=\"f4ef0c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Using superposition and entanglement, one can develop an application accelerated by a quantum computer to solve some problem faster than a high-performance classical computer ever could. Although quantum computers capable of outperforming classical computers in solving real-world problems are not a reality yet, we expect them to be ready soon. Until then, we can get ready for this future, developing and testing quantum-accelerated solutions now. In this tutorial, we cover from the description of what is a quantum bit to the implementation and execution of quantum algorithms, presenting the basics of quantum computing and how to express them in a quantum program. The objective is to offer a gentle introduction to quantum computing, presenting a new quantum programming language, paving the way for those getting started in the field. We will be hands-on in the quantum programming language Ket, looking into the superposition to better understand the computation process without deepening into the math of quantum mechanics. We will introduce the concepts of quantum superposition, entanglement, quantum gates, and measurement, following a step-by-step evolution of the quantum state while applying quantum operations. In the end, we will present, implement, and execute two well-known quantum algorithms: Grover&#8217;s search algorithm and Shor&#8217;s factoring algorithm.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64ffbdde elementor-widget elementor-widget-text-editor\" data-id=\"64ffbdde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum Computing, Quantum Programming, Quantum Simulation, Quantum Algorithm, Grover&#8217;s Algorithm, Shor&#8217;s Algorithm, Ket<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4403e34d elementor-widget elementor-widget-text-editor\" data-id=\"4403e34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The content level of this tutorial is approximate 80%\nbeginner, 20% intermediate, 0% advanced. No prior knowledge\nof quantum mechanics or quantum computing is required.\nThe basics of linear algebra will help understand some of\nthe content, but it is not required. We expect the attendees to\nhave a basic understanding of Python and, optionally, Jupyter\nNotebook.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53895da2 elementor-widget elementor-widget-text-editor\" data-id=\"53895da2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The target audience of this tutorial is students, researchers,\nand enthusiasts that are getting started with quantum computing\nand quantum programming. We will present the tutorial\nfocusing on peculiarities, limitations, and features of the\nquantum computation model and not on the physical realization\nof quantum computers, a more appealing perspective to\nengineers, developers, and computer scientists. The attendees\nwill learn how to program and execute quantum algorithms\nand applications in Ket, preparing them for future research and\ndevelopment of solutions powered by quantum computers.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0640fa4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0640fa4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cf09daf\" data-id=\"cf09daf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d25b303 elementor-widget elementor-widget-menu-anchor\" data-id=\"d25b303\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut29\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5986388 elementor-widget elementor-widget-spacer\" data-id=\"5986388\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2db4734 elementor-widget elementor-widget-text-editor\" data-id=\"2db4734\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-237d28a elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"237d28a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut29\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT29 \u2014 Compiling Resource-Efficient Programs with Numerical Instantiation\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut29\" >\n\t\t\t\t\t\t\tTUT29 \u2014 Compiling Resource-Efficient Programs with Numerical Instantiation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/edyounis\/\">Ed Younis, Lawrence Berkeley National Lab (LBNL), USA<\/a><br>\t\t\n<a href=\"https:\/\/www.linkedin.com\/in\/mathias-weiden-0192b3127\/\">Mathias\tWeiden, University of California, Berkeley, USA<\/a><br>\t\t\n<a href=\"https:\/\/crd.lbl.gov\/divisions\/scidata\/phax\/people\/staff\/wim-lavrijsen\/\">Wim Lavrijsen, Lawrence Berkeley National Lab (LBNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/costin-iancu-5a8b011\/\">Costin Iancu, Lawrence Berkeley National Lab (LBNL), USA<\/a><br>\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4acc2c elementor-widget elementor-widget-text-editor\" data-id=\"d4acc2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Sun, Sep 17, 2023<\/span><\/span><br><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:00-14:30&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br>Duration:<span style=\"font-size: 1.25rem\">&nbsp;<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-505d899 elementor-widget elementor-widget-text-editor\" data-id=\"505d899\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum hardware is experiencing a boon leading to more chip variety and configurations with higher fidelities. While ultimately, this will translate to a boon for the entire field of quantum computing, it presents two problems. First, algorithm designers and users must make more difficult choices between potential hardware vendors. Second, this places more of the overall burden of end-to-end quantum applications on the software stacks, specifically the quantum compiler. The Berkeley Quantum Synthesis Toolkit (BQSKit) is a powerful and portable compiler with a proven ability to alleviate these issues and translate recent hardware successes up to the algorithm level. In this tutorial, we first introduce the idea of numerical instantiation and BQSKit compilation, including workflows for transpiling circuits to any hardware, even ones with heterogeneous gate sets or higher-level qudits (qutrits). We then do a deep dive fine-tuning a compilation workflow for an end-to-end variational application equipping attendees with the knowledge and ability to better implement algorithms on NISQ devices and beyond.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-022cc3d elementor-widget elementor-widget-text-editor\" data-id=\"022cc3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nCircuit, Unitary, Synthesis, Gateset, Topology-aware, Mapping, Compilation, Transpilation<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecd7777 elementor-widget elementor-widget-text-editor\" data-id=\"ecd7777\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">20% beginner, 60% intermediate, 20% advanced.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08db81c elementor-widget elementor-widget-text-editor\" data-id=\"08db81c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial introduces the practical challenges when compiling quantum programs for NISQ-era devices and teaches how to use BQSKit to overcome these challenges. Beginners, who only need to be familiar with the quantum circuit model, basic linear algebra terms, and the Python programming language, will learn how to utilize circuit transpilation methods to pick and compile for NISQ-era hardware. Advanced quantum computing users with a target application in mind will additionally benefit when we teach how to fine-tune a compilation workflow for their specific application.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-89e6537 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"89e6537\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-14446bd\" data-id=\"14446bd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-082f832 elementor-widget elementor-widget-menu-anchor\" data-id=\"082f832\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorials-abstracts-sunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-706d56d elementor-widget elementor-widget-heading\" data-id=\"706d56d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Monday, Sep 18, 2023 \u2014 Tutorials Abstracts<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-aa1ff9c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aa1ff9c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bc99448\" data-id=\"bc99448\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-31f0644 elementor-widget elementor-widget-menu-anchor\" data-id=\"31f0644\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut06\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b843dc6 elementor-widget elementor-widget-spacer\" data-id=\"b843dc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74fb9bf elementor-widget elementor-widget-text-editor\" data-id=\"74fb9bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d95e394 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d95e394\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut06\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT06 \u2014 Circuit Cutting with Quantum Serverless\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut06\" >\n\t\t\t\t\t\t\tTUT06 \u2014 Circuit Cutting with Quantum Serverless\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/garrison-quantum\/\">Jim Garrison, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/caleb-johnson-a96792149\/\">Caleb Johnson, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/pedrorrivero\/\">Pedro Rivero, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/fmartinfdez\/\">Francisco Martin Fernandez, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/jenniferglick\/\">Jen Glick, IBM Quantum, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9905f50 elementor-widget elementor-widget-text-editor\" data-id=\"9905f50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Mon, Sep 18, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5a63e1 elementor-widget elementor-widget-text-editor\" data-id=\"d5a63e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The limited number of qubits poses a challenge for practical usage of near-term quantum computation. Circuit cutting is a technique to increase the size of circuits we can run on quantum hardware at the cost of an additional sampling overhead. A larger quantum circuit can be decomposed by cutting its gates and wires into smaller circuits which can be executed within the constraints of available quantum hardware. The results of these smaller circuits are combined to reconstruct the outcome of the original problem.\n<br>\nAttendees of this tutorial will learn: the theory behind the latest circuit cutting techniques, how to cut a quantum circuit using the Circuit Knitting Toolbox, how to optimize a hybrid workflow with Quantum Serverless, and how circuit cutting can leverage the next iterations of quantum hardware architectures.<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a4df2b elementor-widget elementor-widget-text-editor\" data-id=\"6a4df2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum algorithms, Circuit cutting, Circuit knitting, Quantum serverless<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a2b806 elementor-widget elementor-widget-text-editor\" data-id=\"8a2b806\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The content will be 60% beginner and 40% intermediate. We\nexpect the typical attendee to have had exposure to\nprogramming in Python and some basic knowledge about\nquantum computing. Some familiarity with Qiskit would also\nhelp. Prior to attending the tutorial session, participants are\nexpected to have both Python and Qiskit installed if they wish\nto follow along with the code examples.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2553a38 elementor-widget elementor-widget-text-editor\" data-id=\"2553a38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial targets quantum researchers, quantum software\ndevelopers, and quantum cloud developers who want to leverage\nquantum computing in their respective fields and are interested\nin learning how circuit cutting and other workflows containing\nheterogeneous compute can be configured with Quantum Serverless. <\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c9eee43 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c9eee43\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-23b3916\" data-id=\"23b3916\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb08300 elementor-widget elementor-widget-menu-anchor\" data-id=\"eb08300\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut07\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d79cf03 elementor-widget elementor-widget-spacer\" data-id=\"d79cf03\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d79d95d elementor-widget elementor-widget-text-editor\" data-id=\"d79d95d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40075e8 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"40075e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut07\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT07 \u2014 Algorithmic Approaches for Finding Better QUBO Formulations\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut07\" >\n\t\t\t\t\t\t\tTUT07 \u2014 Algorithmic Approaches for Finding Better QUBO Formulations\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/jonas-n%C3%BC%C3%9Flein-913606210\/?originalSubdomain=de\">Jonas N\u00fc\u00dflein, LMU Munich, Germany<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/sebastian-zielinski-b73ba31a9\/?originalSubdomain=de\">Sebastian Zielinski, LMU Munich, Germany<\/a><br>\t\t\n<a href=\"https:\/\/qutech.nl\/person\/sebastian-feld\/\">Sebastian Feld, TU Delft, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.mobile.ifi.lmu.de\/team\/claudia-linnhoff-popien\/\">Claudia Linnhof-Popien, LMU Munich, Germany<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fb4e3e elementor-widget elementor-widget-text-editor\" data-id=\"5fb4e3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Mon, Sep 18, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-142edec elementor-widget elementor-widget-text-editor\" data-id=\"142edec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">In this tutorial, advanced methods for formulating problems as QUBO are\npresented. In a combination of lectures and a practical workshop,\ndifferent methods and their influence on solution quality will be discussed.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7796cec elementor-widget elementor-widget-text-editor\" data-id=\"7796cec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Real-world problems need first to be formalized such that one can choose or build an algorithm to solve them. There is a list called Karp&#8217;s 21 NP-complete problems, to which all problems can be reduced. Such a list helps to identify the general structure of a given problem and choose an already existing (type) of algorithm. Since relevant problems are in general hard to solve, one needs to choose from a variety of algorithms, solvers, and (meta-)heuristics, all of which have their pros and cons. Recently, quantum-assisted and quantum-based software- and hardware problem solvers have been proposed. Now, the well-known problem classes need to be reformulated such that they can be solved using these novel techniques. Quantum Annealing, for example, can solve problems formulated in the Ising model or as Quadratic Unconstrained Binary Optimization (QUBO) problems, while gate model algorithms like QAOA accept Polynomial Unconstrained Binary Optimization (PUBO) problems, and with this also those in QUBO form. It is known that the particular formulation of a certain problem has got an impact on the behavior of the solving algorithm and the resulting solution quality. Thus, the idea is now to step away from a manual formalization of a problem, towards an automated one. In this tutorial, we will present, explain, discuss and demonstrate several algorithmic approaches for finding QUBO formulations together with their impact on problem size and solution quality.<br \/><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2b98f0 elementor-widget elementor-widget-text-editor\" data-id=\"a2b98f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nQUBO, PUBO, Quantum Annealing, QAOA\nProblem Formulation\nSolution Quality\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-122e294 elementor-widget elementor-widget-text-editor\" data-id=\"122e294\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The approximate content level of this tutorial is 30%\nbeginner, and 70% intermediate\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff1d609 elementor-widget elementor-widget-text-editor\" data-id=\"ff1d609\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This self-contained tutorial is intended to serve a broad\naudience. We basically address everyone who is interested in\nquantum-assisted (combinatorial) optimization and who would\nlike to experience a well-prepared introduction to this topic.\nThis includes researchers and students from the fields of\nelectrical and computer engineering, computer science, applied\nphysics, and other domains, with or without prior experience\nin optimization of QUBO problems [10]. We would also like\nto bring interested practitioners from the industry closer to this\nemerging field of research. An easy-to-use generic approach\nfor finding better QUBO formulations may help increasing the\ndispersion of this emerging concept.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-aae52f5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aae52f5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-969b8e0\" data-id=\"969b8e0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d7290bd elementor-widget elementor-widget-menu-anchor\" data-id=\"d7290bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut08\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8a6c71 elementor-widget elementor-widget-spacer\" data-id=\"f8a6c71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c35f29d elementor-widget elementor-widget-text-editor\" data-id=\"c35f29d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9eabe74 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"9eabe74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut08\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT08 \u2014 A Deep-dive into Mitiq, a Software Package for Error Mitigation on Noisy Quantum Computers\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut08\" >\n\t\t\t\t\t\t\tTUT08 \u2014 A Deep-dive into Mitiq, a Software Package for Error Mitigation on Noisy Quantum Computers\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/natestemen.xyz\/\">Nathaniel Stemen, Unitary Fund, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/misty-wahl\/\">Misty Wahl, Unitary Fund, USA<\/a><br>\n<a href=\"https:\/\/nathanshammah.com\/\">Nathan Shammah, Unitary Fund, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13a741f elementor-widget elementor-widget-text-editor\" data-id=\"13a741f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Mon, Sep 18, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec7ef04 elementor-widget elementor-widget-text-editor\" data-id=\"ec7ef04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Near-term quantum computers are affected by a variety of noise sources, degrading the usefulness of the computation, but error mitigation techniques can reduce the effects of noise with minimal quantum resource overhead. In this tutorial we provide an interactive introduction to Mitiq, an open-source Python package for quantum error mitigation (QEM) on noisy quantum computers.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-520fb6b elementor-widget elementor-widget-text-editor\" data-id=\"520fb6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">We illustrate the use of Mitiq, an open-source Python package for quantum error mitigation (QEM) on noisy quantum computers. Error mitigation techniques can reduce the impact of noise on near-term quantum computers with minimal overhead in quantum resources by relying on a mixture of quantum sampling and classical post-processing techniques. Mitiq is an extensible toolkit of different QEM methods, including zero-noise extrapolation (ZNE), probabilistic error cancellation (PEC), digital dynamical decoupling (DDD), readout error mitigation (REM), and Clifford data regression (CDR). The library is compatible with different quantum software frameworks (Cirq, Qiskit, BraKet, PyQuil, QASM, PennyLane) and works with any backend (real or simulated).<\/span><\/h5>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93a2965 elementor-widget elementor-widget-text-editor\" data-id=\"93a2965\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum error mitigation, Python, Quantum algorithms, Qiskit, Cirq, Mitiq, NISQ\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e171e98 elementor-widget elementor-widget-text-editor\" data-id=\"e171e98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial aims to be as self-contained as possible. For this reason, no particular background knowledge is required. We will explain the necessary basic concepts to the participants and build up on this knowledge. However, a basic understanding of (combinatorial) optimization and the Python programming language is of advantage. The content will be distributed roughly as follows: 30% beginner, 50% intermediate, and 20% advanced.&nbsp;<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c09fb9 elementor-widget elementor-widget-text-editor\" data-id=\"9c09fb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The target audience is anyone who wishes to run quantum\nprograms and improve their results. The audience will be\nexpected to have some familiarity with quantum circuits but no\nspecific background in quantum error mitigation. The tutorial\nwill provide both the theoretical background and the handson demonstration of programming quantum circuits easily\napplying quantum error mitigation techniques with Mitiq.\nPrevious experience on front-end toolkits such as any among\nCirq, Qiskit, PyQuil or PennyLane will be helpful. Interested\nresearchers will find information about quantum error mitigation techniques and their implementation. Expected outcomes\ninclude:\n<ul><li>Learning the basics of quantum error mitigation (QEM)\nand differences with respect to quantum error correction;<\/li>\n<li>Learn about most common quantum error mitigation\ntechniques, such as zero-noise extrapolation (ZNE), dynamical decoupling applied at the digital level (DDD),\nand probabilistic error cancellation (PEC);<\/li>\n<li>Apply QEM techniques successfully on simulated backends, and learn how to apply them on real hardware;<\/li>\n<li>Implement optimization strategies with Mitiq\u2019s automatic\ncalibration for QEM;<\/li>\n<li>Become acquainted with the Mitiq project (its documentation, online tutorials, installation requirements and\nintegrations, online community and support). \n<\/li>\n<\/ul><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4580d2c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4580d2c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-30cd86c\" data-id=\"30cd86c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-188400d elementor-widget elementor-widget-menu-anchor\" data-id=\"188400d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorials-abstracts-sunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-696eb28 elementor-widget elementor-widget-heading\" data-id=\"696eb28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Tuesday, Sep 19, 2023 \u2014 Tutorials Abstracts<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d579be0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d579be0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-07dd186\" data-id=\"07dd186\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a020f0e elementor-widget elementor-widget-menu-anchor\" data-id=\"a020f0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut09\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5306a0 elementor-widget elementor-widget-spacer\" data-id=\"a5306a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6fc6be elementor-widget elementor-widget-text-editor\" data-id=\"f6fc6be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1cbc9c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b1cbc9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut09\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT09 \u2014 Hybrid Quantum-Classical Algorithms and Analog Hamiltonian Simulation on Amazon Braket\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut09\" >\n\t\t\t\t\t\t\tTUT09 \u2014 Hybrid Quantum-Classical Algorithms and Analog Hamiltonian Simulation on Amazon Braket\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/brajesh-gupt-3295954b\/\">Brajesh Gupt, AWS, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/yunong-shi-b0836a50\/\">Yunong Shi, AWS, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/sebastianstern\/?originalSubdomain=de\">Sebastian Stern, AWS, Germany<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbfc8bc elementor-widget elementor-widget-text-editor\" data-id=\"fbfc8bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Tue, Sep 19, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35fb826 elementor-widget elementor-widget-text-editor\" data-id=\"35fb826\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Many of the most promising quantum algorithms are hybrid quantum-classical solutions that combine the use of a quantum processor and a classical processor to arrive at a solution. Quantum circuits are parameterized, initialized with some values, and then run on the quantum processor. These parameters are then adjusted by performing a classical calculation that depends on the result of the quantum computation. Examples of such hybrid algorithms include the Quantum Approximate Optimization Algorithm (QAOA) and the Variational Quantum Eigensolver (VQE), algorithms that have important uses in performing quantum chemistry calculations and solving optimization problems on quantum computers. Hybrid algorithms rely on rapid iterative computations of the quantum and classical processors, typically requiring sharing data between the quantum and classical computer hundreds or thousands of times. This tutorial will teach the audience how to use Amazon\u2019s Braket Hybrid Jobs capability to automate this task and reduce the overall execution time. Amazon Braket Hybrid Jobs simplifies the process of setting up, monitoring, and efficiently executing hybrid quantum-classical algorithms. Furthermore, the tutorial will introduce the paradigm of analog Hamiltonian simulation, as opposed to gate based quantum systems, which is based on neutral atoms. In the hands-on part of the tutorial, participants will set up their Braket Notebooks, run quantum circuits on quantum devices\nincluding gate based and analog Hamiltonian simulation device, and learn how to use the Hybrid Jobs feature. All attendees will leave with code examples that they can use as a foundation for their own projects.\n\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba1bea7 elementor-widget elementor-widget-text-editor\" data-id=\"ba1bea7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum Computing,\nQuantum Optimization Algorithms,\nAnalog Hamiltonian Simulation,\nQuantum Circuit,\nQuantum Classical Algorithms,\nAmazon Braket,\nHands On Programming\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bf5014 elementor-widget elementor-widget-text-editor\" data-id=\"2bf5014\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">30% beginner, 50% intermediate, 20% advanced.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecbfbaf elementor-widget elementor-widget-text-editor\" data-id=\"ecbfbaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span>\n<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is structured to appeal to diverse audiences that include researchers in\nquantum computing, attendees from industry, as well as students and general audience. The minimum requirements\nfor attendees are an elementary knowledge of a modern programming language (such as Python) and Jupyter\nnotebook, and familiarity with the basic concepts of quantum computing (quantum gates, quantum circuits, qubit\nmeasurement, analog Hamiltonian simulations). Industry participants will gain better understanding of the practical\napplications of quantum-classical algorithms in optimization, and students and the general audience will gain handson experience with running quantum workloads on quantum computers in the cloud.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-b067eab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b067eab\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d19351\" data-id=\"5d19351\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0fd7d5c elementor-widget elementor-widget-menu-anchor\" data-id=\"0fd7d5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut10\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a29cef elementor-widget elementor-widget-spacer\" data-id=\"2a29cef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf6ffbd elementor-widget elementor-widget-text-editor\" data-id=\"cf6ffbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab3e209 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ab3e209\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut10\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT10 \u2014 Practical Quantum Machine Learning: Time Series Analysis with PennyLane and Covalent\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut10\" >\n\t\t\t\t\t\t\tTUT10 \u2014 Practical Quantum Machine Learning: Time Series Analysis with PennyLane and Covalent\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"http:\/\/www.santoshkumarradha.me\/\">Santosh Kumar Radha, Agnostiq Inc., Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/jack-s-baker-7596b2235\/?originalSubdomain=ca\">Jack Baker, Agnostiq Inc., Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/ara-ghukasyan-782029223\/?originalSubdomain=ca\">Ara Ghukasyan, Agnostiq Inc., Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/ianrcbuckley\/?originalSubdomain=ca\">Ian Buckley, Agnostiq Inc., Canada<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73920b5 elementor-widget elementor-widget-text-editor\" data-id=\"73920b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Tue, Sep 19, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae13665 elementor-widget elementor-widget-text-editor\" data-id=\"ae13665\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial introduces PennyLane, a quantum computing differentiable framework, and Covalent, an open-source Python tool for orchestrating quantum machine learning workflows. In the first session, we will introduce PennyLane and Covalent, highlighting PennyLane&#8217;s capabilities in developing quantum machine learning algorithms and Covalent&#8217;s role in managing and deploying these tasks across various compute backends. In the second session, we will dive into the Quantum Variational Rewinding (QVR) algorithm, a cutting-edge quantum machine learning technique for detecting anomalies in time series data. Participants will learn the principles behind QVR and engage in hands-on exercises using PennyLane and Covalent to implement and optimize the algorithm, demonstrating their seamless integration in a quantum machine learning workflow. Upon completing this tutorial, attendees will have a solid understanding of PennyLane&#8217;s differentiable quantum computing capabilities, Covalent&#8217;s orchestration features, and the practical application of the Quantum Variational Rewinding algorithm in time series anomaly detection.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04be950 elementor-widget elementor-widget-text-editor\" data-id=\"04be950\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum machine learning, Workflow orchestration, Heterogeneous computing, High-performance computing, Quantum algorithms, Differentiable programming, Hybrid classical-quantum workflows,\nTime-series modelling,\nAnomaly detection<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7579c1b elementor-widget elementor-widget-text-editor\" data-id=\"7579c1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> The content level is designed to accommodate a range of experience levels, with 30% of the material<br \/>tailored for beginners, 40% aimed at intermediate participants, and 30% for advanced users.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-623f382 elementor-widget elementor-widget-text-editor\" data-id=\"623f382\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The target audience for this tutorial includes graduate\/PhD students, postdocs, and early-career professionals in both quantum and classical machine learning fields who are interested in exploring practical applications of quantum machine learning techniques.<br \/><br \/>Participants should have a basic working knowledge of Python (functions, decorators, etc.), scientific computing (distributed\/parallel programming), and experience with HPC environments. While a basic understanding of quantum computing and familiarity with PennyLane are beneficial, this tutorial is designed to cater to attendees with little or no prior experience in quantum machine learning. It is also suitable for those with a background in classical machine learning looking to expand their knowledge into the quantum domain. This tutorial will equip participants with the skills to use PennyLane for differentiable quantum computing and Covalent to orchestrate quantum machine learning workflows, specifically in the context of time series analysis using the Quantum Variational Rewinding algorithm. Advanced concepts and techniques will be introduced and explained during the workshop to ensure a comprehensive understanding for all attendees.<br \/><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c6b474a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c6b474a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2c8d070\" data-id=\"2c8d070\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0b321fc elementor-widget elementor-widget-menu-anchor\" data-id=\"0b321fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut11\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bed0ef elementor-widget elementor-widget-spacer\" data-id=\"5bed0ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29fa54f elementor-widget elementor-widget-text-editor\" data-id=\"29fa54f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2b1430 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f2b1430\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut11\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT11 \u2014 QubiC: An Open-Source FPGA-based Quantum Controller\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut11\" >\n\t\t\t\t\t\t\tTUT11 \u2014 QubiC: An Open-Source FPGA-based Quantum Controller\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/gang-huang-1b44a27a\/\">Gang Huang, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/yilun-xu-23b91570\/\">Yilun Xu, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/neelay-fruitwala-0799661b7\/\">Neelay Fruitwala, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/aqt.lbl.gov\/quantum-control\/\">Abhi Rajagopala, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/kasra-nowrouzi\/\">Kasra Nowrouzi, Lawrence Berkeley National Laboratory (LBNL), USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40074a1 elementor-widget elementor-widget-text-editor\" data-id=\"40074a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Tue, Sep 19, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-386aed1 elementor-widget elementor-widget-text-editor\" data-id=\"386aed1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> This tutorial aims to provide physicists, engineers, and quantum hobbyists insight into our open-source control system and empower the audience to utilize its capabilities to strengthen the quantum ecosystem.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f4625e elementor-widget elementor-widget-text-editor\" data-id=\"8f4625e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> As quantum computing marches forward in the NISQ era, new qubit implementations enter the fray, and advanced quantum and hybrid algorithms are investigated, developments that place significant demands on classical control systems for quantum computing. Developed at Lawrence Berkeley National Laboratory\u2019s Advanced Quantum Testbed as the first open-source system for control and readout of quantum processors, QubiC has recently undergone a system-wide upgrade, now positioned as the only open-source system capable of mid-circuit measurement and feedforward for superconducting quantum computing. In this tutorial, we introduce QubiC and provide a deep dive into its architecture, functionalities, and capabilities in quantum control and measurement. Specifically, we discuss advanced control requirements for superconducting qubits and QubiC\u2019s approach to satisfying these requirements, including features such as fast parameter updates and real-time decision-making. We provide the audience access to our simulator and conduct pulse generation experiments. Finally, we demonstrate QubiC on multiple FPGA\/SoC platforms controlling a Quantum processor.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1817a8c elementor-widget elementor-widget-text-editor\" data-id=\"1817a8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum Computing, Quantum Control\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-beb5d53 elementor-widget elementor-widget-text-editor\" data-id=\"beb5d53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial content divides into 50% beginner, 30% intermediate, and 20% advanced levels.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cac648d elementor-widget elementor-widget-text-editor\" data-id=\"cac648d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial targets a multi-disciplinary quantum community of experimentalists, hardware designers, and software\nengineers interested in using open-source control systems.\nQubiC being a cost-effective open-source controller for superconducting qubits, we expect interest from superconducting\n(and non-superconducting) qubit experimentalists requiring a\nflexible control system. The software infrastructure will also\nattract developers interested in transpilation and integration\ninto the hardware.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-868f06d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"868f06d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-83f8235\" data-id=\"83f8235\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f34cfde elementor-widget elementor-widget-menu-anchor\" data-id=\"f34cfde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut12\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4780c26 elementor-widget elementor-widget-spacer\" data-id=\"4780c26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f214fe8 elementor-widget elementor-widget-text-editor\" data-id=\"f214fe8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c38c552 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"c38c552\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut12\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT12 \u2014 Playing with cats! What are cat qubits? How can they serve as a the basis for Fault Tolerant Quantum Computing?\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut12\" >\n\t\t\t\t\t\t\tTUT12 \u2014 Playing with cats! What are cat qubits? How can they serve as a the basis for Fault Tolerant Quantum Computing?\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/blaisev\/\">Blaise Vignon, Alice&amp;Bob, France<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/j%C3%A9r%C3%A9mie-guillaud-9b975311b\/\">J\u00e9r\u00e9mie Guillaud,  Alice&amp;Bob, France<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/raphael-lescanne\/\">Rapha\u00ebl Lescanne, Alice&amp;Bob, France<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9a81f8 elementor-widget elementor-widget-text-editor\" data-id=\"e9a81f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Tue, Sep 19, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cbdab3 elementor-widget elementor-widget-text-editor\" data-id=\"3cbdab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Learn about superconducting cat qubits. In this tutorial you will explore cat qubits&#8217; implementation and noise-resistant properties, explore error correction and non-Clifford gates, and understand their potential for running algorithms such as Shor&#8217;s with 60-times less resources, on the road towards fault-tolerant, universal quantum computing.\n\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3182d3e elementor-widget elementor-widget-text-editor\" data-id=\"3182d3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">One of the biggest challenges in building a fault-tolerant quantum computer is the number of additional physicals qubits required to implement error correction. Cat qubits are a development focused on tackling this challenge by providing a \u201chardware-efficient\u201d roadmap towards fault-tolerant, universal quantum computing. They form the basis of several Fault Tolerant roadmaps, most notably Amazon\u2019s.\nCat qubits are superconducting bosonic qubits which encode quantum information in two coherent states of a microwave resonator or cavity. They have demonstrated the capability to resist bit-flips, up to 2 minutes. This strong suppression of one type of quantum errors allows for a resource efficient road to fault-tolerant and universal gate-based quantum computing, in that it allows error correction to be performed with simpler schemes than a surface code.\nThe hardware-efficiency of the cat qubit at the low levels of the architecture naturally results in a dramatic reduction of the final application-relevant size of the quantum processor: a recent study quantifies how this approach might reduce the number of qubits required to run Shor\u2019s algorithm down to 350.000, where it was previously thought that millions of qubits were needed.\nThis tutorial will go over the physics of cat qubits, using classical analogies as well as exposing the quantum equations of the hardware. It will then expose how they can be leveraged in a complete roadmap towards fault tolerance. It will also explore tools to simulate cat qubits behavior.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c992f89 elementor-widget elementor-widget-text-editor\" data-id=\"c992f89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Cat qubits, Superconducting qubits, Biased noise, Fault tolerant quantum computing<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe835e1 elementor-widget elementor-widget-text-editor\" data-id=\"fe835e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">30% beginner, 60% intermediate, 10% advanced.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d794427 elementor-widget elementor-widget-text-editor\" data-id=\"d794427\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial is aimed at anyone wanting to understand the\ncat qubit technology. It will not go over the basics of quantum\ncomputing. Concepts such as the Bloch Sphere, Schr\u00f6dinger\nequation etc. are prerequisite for attendance. Additionally,\npassing knowledge of error correction scheme is expected.\nSome familiarity with quantum optics and of quantum\ndevelopment languages such as Qiskit will help.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-bd6e997 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bd6e997\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f767112\" data-id=\"f767112\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b91b2e elementor-widget elementor-widget-menu-anchor\" data-id=\"3b91b2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut13\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13c0f3b elementor-widget elementor-widget-spacer\" data-id=\"13c0f3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b42bec elementor-widget elementor-widget-text-editor\" data-id=\"4b42bec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d6621a elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8d6621a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut13\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT13 \u2014 Quantum Circuit Compilation and Classical Control with TKET\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut13\" >\n\t\t\t\t\t\t\tTUT13 \u2014 Quantum Circuit Compilation and Classical Control with TKET\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/callum-macpherson-809702149\/\">Callum Macpherson, Quantinuum, UK<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/kathrin-spendier-735b7197\/?originalSubdomain=ca\">Kathrin Spendier, Quantinuum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/lauren-ryan-marketing\/\">Lauren Ryan, Quantinuum, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-767ed14 elementor-widget elementor-widget-text-editor\" data-id=\"767ed14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Tue, Sep 19, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7692627 elementor-widget elementor-widget-text-editor\" data-id=\"7692627\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">In this tutorial, we will review several important ideas for compiling quantum circuits to meet the constraints of real devices.\nFor the first section we will begin by constructing quantum circuits using the higher-level primitives available in pytket, a quantum compiler framework developed by Quantinuum. We will also show several optimization techniques for reducing the gate count and circuit depth including circuit simplification with the ZX calculus. We will then show how these techniques can be applied in practice by using them in a variational experiment. Additionally, we will cover the tradeoffs of different devices (ion traps, superconductors etc.) and the challenges they present from a circuit compilation point of view.\nIn the later part of our tutorial, we will focus on compilation of circuits involving both quantum and classical operations. Real time classical control is necessary for fault tolerance as errors need to be decoded and corrected during the computation. We will discuss executing quantum circuits with classical control on the H-Series devices through the pytket-Quantinuum extension. To this end, we will demonstrate how to compile classical functions using pytket and execute them alongside the quantum computation at runtime. Our first demonstration of a quantum-classical circuit will be a simple repeat-until-success example. We then will conclude by demonstrating a real quantum error correction protocol by using pytket.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05e591d elementor-widget elementor-widget-text-editor\" data-id=\"05e591d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nQuantum compilation,\nClassical control,\nError correction,\nCircuit synthesis,\nZX calculus\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f760350 elementor-widget elementor-widget-text-editor\" data-id=\"f760350\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Approximate 30% beginner, 40% intermediate, 30% advanced.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b870a69 elementor-widget elementor-widget-text-editor\" data-id=\"b870a69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">We will assume that participants are familiar with quantum\ncircuits and well as some basic python programming. Some\nknowledge of quantum error correction may be useful for the\nlater part of the tutorial. We recommend that attendees install\npytket before the tutorial and that participants are able to make\nuse of jupyter notebooks. Instructions on installing pytket can\nbe found in the pytket documentation<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c5a3590 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c5a3590\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f109e6f\" data-id=\"f109e6f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b349f30 elementor-widget elementor-widget-menu-anchor\" data-id=\"b349f30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorials-abstracts-sunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35ee58e elementor-widget elementor-widget-heading\" data-id=\"35ee58e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Wednesday, Sep 20, 2023 \u2014 Tutorials Abstracts<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-194ec58 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"194ec58\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9e6b104\" data-id=\"9e6b104\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2897575 elementor-widget elementor-widget-menu-anchor\" data-id=\"2897575\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut14\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40e5d5e elementor-widget elementor-widget-spacer\" data-id=\"40e5d5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e48a20 elementor-widget elementor-widget-text-editor\" data-id=\"6e48a20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bde725 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5bde725\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut14\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT14 \u2014 Introduction to Intel Quantum SDK Version 1.0\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-down\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut14\" >\n\t\t\t\t\t\t\tTUT14 \u2014 Introduction to Intel Quantum SDK Version 1.0\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.xinchuanwu.com\/\">Xin-Chuan Wu, Intel Corporation, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/shavindra-premaratne-1a472364\/\">Shavindra Premaratne, Intel Corporation, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/albert-t-schmitz-phd-17419873\/\">Albert T.\tSchmitz, Intel Corporation, USA<\/a><br>\t\n<a href=\"https:\/\/insiders.intel.com\/users\/kevin-rasch-a49716\">Kevin Rasch, Intel Corporation, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f9b3f3 elementor-widget elementor-widget-text-editor\" data-id=\"8f9b3f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Wed, Sep 20, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5116e86 elementor-widget elementor-widget-text-editor\" data-id=\"5116e86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Variational quantum algorithms represent a highly promising category of quantum computing tasks that exhibit quantum benefits. In this interactive tutorial, we will introduce the Intel Quantum SDK for executing variational algorithms efficiently and delve into the comprehensive platform design. Moreover, we will demonstrate how users can develop their own quantum variational algorithms utilizing the Intel Quantum SDK. Participants will have the opportunity to access the Intel Quantum SDK and gain practical experience by running sample applications. Furthermore, we will showcase the process of writing, compiling, and executing a hybrid quantum-classical program on the platform.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8744e59 elementor-widget elementor-widget-text-editor\" data-id=\"8744e59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Intel Quantum SDK, C++ Quantum Programming, LLVM-based Quantum Compiler, Variational Algorithm, Hybrid Quantum-Classical Application<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec51f47 elementor-widget elementor-widget-text-editor\" data-id=\"ec51f47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">No particular background knowledge of quantum computing\nis required. The fundamental concepts of quantum computing\nwill be briefly introduced to the participants and the following\nsession of the tutorial explains how to use the tool to write your\nown program. However, a basic understanding of programming\nlanguages in C++ is of advantage. The content will be distributed approximately 60% beginner and 40% intermediate\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd97776 elementor-widget elementor-widget-text-editor\" data-id=\"dd97776\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is targeted for general quantum computing\nengineers\/researchers\/students who are interested in quantumclassical applications. We will have hands-on exercises to demonstrate variational algorithms on the platform step-bystep. Since the platform introduced in this tutorial leverages\nC++ to describe quantum circuits, participants are expected to\nbe familiar with standard C++ programming<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-b5b9b67 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b5b9b67\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-740611e\" data-id=\"740611e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cd963e1 elementor-widget elementor-widget-menu-anchor\" data-id=\"cd963e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut15\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a598843 elementor-widget elementor-widget-spacer\" data-id=\"a598843\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbd3936 elementor-widget elementor-widget-text-editor\" data-id=\"dbd3936\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de3a234 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"de3a234\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut15\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT15 \u2014 Tangelo: Enabling Quantum Chemistry Workflows for Current and Future Quantum Computers\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut15\" >\n\t\t\t\t\t\t\tTUT15 \u2014 Tangelo: Enabling Quantum Chemistry Workflows for Current and Future Quantum Computers\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/valentinsenicourt\/\">Valentin Senicourt, Good Chemistry Company<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/james-brown-65830411\/?originalSubdomain=ca\">James Brown, Good Chemistry Company<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/alexandre-fleury\/?locale=en_US\">Alexandre Fleury, Good Chemistry Company<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9e0673 elementor-widget elementor-widget-text-editor\" data-id=\"b9e0673\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Wed, Sep 20, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f6fe06 elementor-widget elementor-widget-text-editor\" data-id=\"1f6fe06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> Attendees will learn about Tangelo, an open-source, modular and extensible Python package for quantum chemistry workflows on current and future quantum computers. Its software design choices and approach to both accelerate R&amp;D and design sensible experiments on quantum hardware can be reused across various fields.\n\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5468be1 elementor-widget elementor-widget-text-editor\" data-id=\"5468be1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> Significant advances in both hardware and algorithmic development are still necessary to meaningfully apply quantum computing to chemistry simulations. The current software landscape features open-source initiatives led by big players that resulted in frameworks that can feel a bit rigid for researchers, as well as efforts from quantum companies attempting to capitalize on black-box solutions or closed-source platforms despite the early stages of the technology. We present Tangelo, an open-source Python package for quantum chemistry workflows on gate-model quantum computers. It aims to accelerate quantum algorithm development in the field by facilitating the prototyping and integration of new research, and supporting users in benchmarking it against other state-of-the-art approaches or reproducing them. Tangelo provides a collection of reusable building blocks and backend-agnostic algorithms, with the flexibility to let users introduce their own. The toolboxes attempt to address the challenges occurring while modelling chemical systems and the various steps involved in designing \/ running feasible hardware experiments. In this tutorial, we familiarize attendees with Tangelo\u2019s design, as well as its growing collection of features. The first session focuses on the backend-agnostic quantum circuit simulation \/ execution layer, and introduces the basics of chemical modeling on quantum computers before applying them through a modular and extensible framework for variational algorithms. The second session highlights toolboxes for quantum experiments and dives into fault-tolerant algorithms: how they differ from NISQ algorithms, their requirements, their building-blocks. The hands-on first cover the primitives of these algorithms, and then move on to applications such as state preparation, phase estimation of Hamiltonian simulation.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82dd46d elementor-widget elementor-widget-text-editor\" data-id=\"82dd46d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nQuantum, Chemistry, Workflows, Application, Research, Python, Open-source, NISQ, Fault-tolerant, R&amp;D, Electronic solver<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5409159 elementor-widget elementor-widget-text-editor\" data-id=\"5409159\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">40% beginner, 50% intermediate, 10% advanced [flexible,\ncan accommodate heterogeneous audiences and advanced participants].\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed5e627 elementor-widget elementor-widget-text-editor\" data-id=\"ed5e627\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The target audience include researchers in computational\nchemistry or physics, quantum developers, and simply anyone\ninterested in applications of quantum computing. Prerequisites include a basic understanding of the Python programming language, basic knowledge about quantum mechanics\n(schrodinger equation, wavefunction, eigenvalues, correlation\nenergy. . . ) as well as the concept of quantum gates and\ncircuits. The audience will further their understanding of\nthe challenges of applying quantum computing to chemistry,\nand the different steps of end-to-end workflows aimed at\nleveraging current and future quantum devices. They will\nlearn how to leverage the toolboxes and algorithms present\nin Tangelo, and how they can be used in conjunction with\nvarious frameworks developed by the community in order to\nfacilitate their research.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-98afeb7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"98afeb7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7dfefda\" data-id=\"7dfefda\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-db41927 elementor-widget elementor-widget-menu-anchor\" data-id=\"db41927\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut16\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9dd783 elementor-widget elementor-widget-spacer\" data-id=\"b9dd783\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6548ce0 elementor-widget elementor-widget-text-editor\" data-id=\"6548ce0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1e0141 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"e1e0141\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut16\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT16 \u2014 Quantum Pictures in Practice\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut16\" >\n\t\t\t\t\t\t\tTUT16 \u2014 Quantum Pictures in Practice\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"http:\/\/www.cs.ox.ac.uk\/people\/stefano.gogioso\/\">Stefano Gogioso, University of Oxford, UK<\/a><\/br>\n<a href=\"https:\/\/www.cs.ox.ac.uk\/people\/lia.yeh\/\">Lia Yeh, University of Oxford, UK<\/a><\/br>\n<a href=\"https:\/\/www.linkedin.com\/in\/tcer\/\">Thomas Cervoni, Quantinuum Ltd., UK<\/a><\/br>\n<a href=\"https:\/\/www.linkedin.com\/in\/harny-quanlong-wang-8955b271\/?originalSubdomain=uk\">Harny Wang, Quantinuum Ltd., UK<\/a><\/br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5b6a12 elementor-widget elementor-widget-text-editor\" data-id=\"b5b6a12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Wed, Sep 20, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61a750e elementor-widget elementor-widget-text-editor\" data-id=\"61a750e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial will provide the audience with an introductory understanding of the ZX calculus, a diagrammatic language for quantum computing. By the end of the tutorial, attendees will have acquired familiarity with both the fundamental concepts of the ZX calculus and some of its most topical applications, making them ready to add diagrammatic methods to their toolbox.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87de6d0 elementor-widget elementor-widget-text-editor\" data-id=\"87de6d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\tThe ZX calculus is a graphical language that provides an intuitive and elegant way to reason about quantum computing, rigorously backed by over 200 research papers (cf. zxcalculus.com\/publications). In this talk, we will introduce this calculus\u2019s fundamental concepts and techniques in a manner accessible to quantum computing enthusiasts and professionals alike. The material will be of interest to both quantum researchers and practitioners of quantum software development.<br>\nZX diagrams will initially look like quantum circuits, making them familiar to those already in this field. Unlike quantum circuits, however, these pictures are more than mere schematics: they are a new kind of sophisticated and rigorous mathematics, tailor-made to talk about the quantum world. Most importantly, they will shift your conception of quantum computations away from the rigid recipe used to implement them, instead focusing on the flow of information which ultimately powers them.<br>\nAfter introducing the basics, we will immediately apply the calculus to picturing advanced quantum applications such as Measurement-Based Quantum Computing, the Quantum Approximate Optimisation Algorithm, Quantum Error Correction, Lattice Surgery and Fusion-Based Quantum Computing. By the end of this tutorial, you will have the tools to understand quantum computing from a novel, if not revolutionary, perspective. You will be ready to add the ZX calculus to your toolbox, as used by a growing number of quantum businesses, universities, and research institutions.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bd501f elementor-widget elementor-widget-text-editor\" data-id=\"0bd501f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum computing,\nZX calculus,\nDiagrammatic languages,\nQuantum education<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d88b6a elementor-widget elementor-widget-text-editor\" data-id=\"3d88b6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Part A of the tutorial is beginner-level, designed to provide an introduction to diagrammatic methods for\ngate-based quantum computing from the ground up. Part B of the tutorial is intermediate-level, covering\napplications such as Trotterization, error correction and MBQC.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e9948db elementor-widget elementor-widget-text-editor\" data-id=\"e9948db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial presumes familiarity with qubit states, quantum gates and the quantum circuit model.\nKnowledge of linear algebra (Hilbert spaces, Dirac\/bra-ket notation, etc) is not a pre-requisite. Mathematical\ntopics used throughout the tutorial are limited to angle addition and some binary arithmetic.<br>\nThe tutorial introduces a new language for gate-based quantum computing: its target audience consists of all\npractitioners and researchers, at any level, who are not yet familiar with the ZX calculus.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7cdd3a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7cdd3a7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c0e1236\" data-id=\"c0e1236\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d93f70 elementor-widget elementor-widget-menu-anchor\" data-id=\"3d93f70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut17\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c055aa7 elementor-widget elementor-widget-spacer\" data-id=\"c055aa7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81ba4cf elementor-widget elementor-widget-text-editor\" data-id=\"81ba4cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-936ef2a elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"936ef2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut17\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT17 \u2014 SimuQ: A Domain-Specific Language for Quantum Simulation with Analog Compilation\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut17\" >\n\t\t\t\t\t\t\tTUT17 \u2014 SimuQ: A Domain-Specific Language for Quantum Simulation with Analog Compilation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/pickspeng.github.io\/\">Yuxiang Peng, University of Maryland, College Park, USA<a><br>\n<a href=\"https:\/\/quics.umd.edu\/people\/jacob-young\">Jacob Young, University of Maryland, College Park, USA<a><br>\n<a href=\"https:\/\/pickspeng.github.io\/SimuQ\/\">Pengyu Liu, Tsinghua University, China<a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/xiaodi-wu-12045a1a\/\">Xiaodi Wu, University of Maryland, College Park, USA<a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c54900c elementor-widget elementor-widget-text-editor\" data-id=\"c54900c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Wed, Sep 20, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5889753 elementor-widget elementor-widget-text-editor\" data-id=\"5889753\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Hamiltonian simulation is one of the most promising applications of quantum computing. Recent experimental results suggest that continuous-time analog quantum simulation would be advantageous over gate-based digital quantum simulation in the Noisy Intermediate-Size Quantum (NISQ) machine era. However, programming such analog quantum simulators is much more challenging due to the lack of a unified interface between hardware and software, and the only few known examples are all hardware-specific.<br>\nIn this tutorial, we will introduce SimuQ, the first domain-specific language for Hamiltonian simulation that supports pulse-level compilation to heterogeneous analog quantum simulators. Specifically, in SimuQ, front-end users will specify the target Hamiltonian evolution with a Hamiltonian modeling language, and the programmability of analog simulators is specified through a new abstraction called the abstract analog instruction set by hardware providers. Through a solver-based compilation, SimuQ will generate the pulse-level instruction schedule on the target analog simulator for the desired Hamiltonian evolution, which has been demonstrated on pulse-controlled superconducting (Qiskit Pulse) and neutral-atom (QuEra Bloqade) quantum systems, as well as on normal circuit-based digital quantum machines.<br>\nWe will provide hands-on demonstrations of programming quantum simulation problems, illustrate commonly used quantum devices and their capability, and compile our programs to quantum devices.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82d311c elementor-widget elementor-widget-text-editor\" data-id=\"82d311c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum simulation, Analog quantum computing, Pulse-level programming\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ecce12 elementor-widget elementor-widget-text-editor\" data-id=\"4ecce12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial will approximately contain 30% beginner-level\ncontent including basic background knowledge and easy cases\nof our tool, 40% intermediate-level content including the\nusage of our toolchain for complicated quantum simulation\nproblems, and 30% advanced-level content including how to\nutilize SimuQ for your experimental devices.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6d4905 elementor-widget elementor-widget-text-editor\" data-id=\"e6d4905\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial targets audiences ranging from students of quantum physics to researchers related to quantum simulation and quantum devices. We will include sufficient background knowledge from the very definition of the Schrodinger equation to ubiquitous architectures of quantum devices. and motivate quantum simulation with real scientific applications. This tutorial will also help hardware providers depict their devices\u2019 capabilities of simulating other quantum<br \/>systems and program them in SimuQ as target platforms for compilation.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-5818419 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5818419\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-815aaf2\" data-id=\"815aaf2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f024e8 elementor-widget elementor-widget-menu-anchor\" data-id=\"9f024e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut18\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eed4cde elementor-widget elementor-widget-spacer\" data-id=\"eed4cde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-261362a elementor-widget elementor-widget-text-editor\" data-id=\"261362a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e60fa2 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2e60fa2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut18\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT18 \u2014 Parameterized Quantum Pulse Circuit and its Application\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut18\" >\n\t\t\t\t\t\t\tTUT18 \u2014 Parameterized Quantum Pulse Circuit and its Application\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/zlianghahaha.github.io\/\">Zhiding Liang, University of Notre Dame, USA<\/a><br>\n<a href=\"https:\/\/hanruiwang.me\/\">Hanrui Wang, MIT USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/jinglei-cheng-b7235a12b\/\">Jinglei Cheng, University of Southern California, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/jiaqi-gu-a86156141\/\">Jiaqi Gu, University of Texas at Austin, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/kaminotesf524\/\">Zhixin Song, Georgia Institute of Technology, USA<\/a><br>\t\t\n<a href=\"https:\/\/www.linkedin.com\/in\/hangren0\/\">Hang Ren, UC Berkeley, USA<\/a><br>\t\n<a href=\"https:\/\/www.researchgate.net\/scientific-contributions\/Pengyu-Liu-2217121374\">Rui Yang, Peking University, China<\/a><br>\t\t\n<a href=\"https:\/\/users.ece.utexas.edu\/~dpan\/\">David Pan, University of Texas at Austin, USA<\/a><br>\t\n<a href=\"http:\/\/www.yongshanding.com\">Yongshan Ding, Yale University, USA<\/a><br>\t\n<a href=\"http:\/\/people.cs.uchicago.edu\/~ftchong\/\">Fred Chong, University of Chicago, USA<\/a><br>\t\t\n<a href=\"https:\/\/songhan.mit.edu\/\">Song Han, MIT, USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/yiyushi\/\">Yiyu Shi, University of Notre Dame, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e03c5b elementor-widget elementor-widget-text-editor\" data-id=\"9e03c5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Wed, Sep 20, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a57277c elementor-widget elementor-widget-text-editor\" data-id=\"a57277c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial aims to provide the audience with a comprehensive understanding of parameterized quantum pulse and its potential benefits in quantum computing research. Specifically, the audience will gain insights into fundamental concepts of calibration, optimal control, how to measure the metrics for parameterized pulse-based design space, and how to design pulse-level ansatz for Variational Quantum Algorithms.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c75329c elementor-widget elementor-widget-text-editor\" data-id=\"c75329c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum pulses and quantum gates are both important tools for manipulating the state of qubits in a quantum computer, but they have different advantages and disadvantages. Flexibility, high fidelity, scalability and real-time tuning are some potential advantages of using quantum pulses over quantum gates.<br>\nAn example of the potential of quantum pulses can be seen with a single qubit, where one pulse and two parameters (amplitude and angle) can fully explore the Bloch Sphere. This illustrates the expressiblity of quantum pulses. However, it&#8217;s important to note that basis gates are still necessary for the well-defined gate-level abstraction layer currently used in quantum programming. These gates are carefully designed and regularly calibrated to maintain high fidelity. But in the case of variational quantum algorithms, we believe that the need for such calibration and resulting redundancy can be eliminated with the use of parameterized pulses. We believe the cost for consistent calibration and redundancy in compiling quantum gate instructions into the more fundamental pulse level can be reduced. With pulses, it&#8217;s possible to perform the variational algorithm without relying on basis gates.<br>\nAt present, there isn&#8217;t a well-established framework for researchers to develop pulse-based quantum programs.<br>\nThis tutorial showcases several methods that can serve as a framework for generating pulses for various variational quantum algorithms.\nThis tutorial is divided into three sessions. The first session will provide an introduction to quantum computing, quantum optimal control, and parameterized pulse circuits. In the second session, we will demonstrate the practical applications of parameterized pulse circuits and provide attendees the opportunity to run the programs themselves. Finally, in the third session, we will showcase the PAN framework and how it can be used to develop strategies for generating pulse ansatz for variational quantum algorithms.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d1da00 elementor-widget elementor-widget-text-editor\" data-id=\"0d1da00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Parameterized Quantum Pulse, Quantum Control, Parameterized Quantum Circuits, Co-Design Optimization, Hands-On Programming\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78af8ba elementor-widget elementor-widget-text-editor\" data-id=\"78af8ba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is designed for a mix of attendees, with 60%\nbeing beginners and 40% being intermediate level in their\nknowledge of quantum computing and machine learning. However, the material presented will also be interesting and useful\nfor advanced-level attendees. We expect typical participants\nto be beginners in quantum computing or machine learning\nwho are interested in learning how to implement parameterized\npulses and their applications, and who are familiar with Python\nand Qiski\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69c1ac3 elementor-widget elementor-widget-text-editor\" data-id=\"69c1ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial aims to take the audience from understanding\nthe construction of parameterized pulses, to exploring their\napplications and advantages, as well as common research\ndirections. It is suitable for both computer scientists and\nhobbyists interested in variational quantum algorithms, as well\nas hobbyists interested in quantum pulse control<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-47888ad elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47888ad\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-784cfd4\" data-id=\"784cfd4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-59bf10c elementor-widget elementor-widget-menu-anchor\" data-id=\"59bf10c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut19\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36e9382 elementor-widget elementor-widget-spacer\" data-id=\"36e9382\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-313d54b elementor-widget elementor-widget-text-editor\" data-id=\"313d54b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cebeeed elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"cebeeed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut19\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT19 \u2014 Quantum Ethics in Action\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut19\" >\n\t\t\t\t\t\t\tTUT19 \u2014 Quantum Ethics in Action\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/joan-arrow-50a163133\/\">Joan Arrow, University of Waterloo, Canada<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/orab\/\">Rodrigo Araiza Bravo, Harvard University, USA<\/a><br>\t\t\n\t\n<a href=\"https:\/\/www.linkedin.com\/in\/marshsara\/?originalSubdomain=ca\">Sara Marsh, University of Waterloo, Canada<\/a><br>\t\t\n<a href=\"https:\/\/decoherence.me\/\">Josephine Meyer, University of Colorado Boulder, USA<\/a><br>\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13397e3 elementor-widget elementor-widget-text-editor\" data-id=\"13397e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Wed, Sep 20, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6f1c44 elementor-widget elementor-widget-text-editor\" data-id=\"a6f1c44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">What is Quantum Ethics and why does it matter to me as a researcher? Quantum Ethics, like AI Ethics, is the academic study of the potential social, economic, and political implications of quantum technology. Unlike AI however, quantum technologies such as computing, sensing, and communication remain much more speculative in their eventual impact. We need to first understand the credibility of a given application before we can assess the social impact.<br>\nThis workshop will explore case studies and real life examples such as hype in quantum technology, dual-use technologies, quantum nationalism and geopolitics, cybersecurity, workforce diversity, and limitations of the market in allocating quantum resources. Participants will have an opportunity to consider and discuss the various ethical dilemmas posed by these case studies. The ultimate goal of this workshop is for practitioners to be able to evaluate future ethical concerns that may arise in their own work that we cannot currently foresee.<br>\nThe Quantum Ethics Project is an interdisciplinary research network of experts from around the globe with primary contributors and co-founders from the Institute for Quantum Computing at University of Waterloo, Harvard University, CU Boulder, the Center for Quantum Networks, and beyond. We hope you will join us to learn about how we can all shape our own research to the highest standard of ethics, equity, and the public good. Together we can ensure the quantum revolution works for everyone.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24fc882 elementor-widget elementor-widget-text-editor\" data-id=\"24fc882\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum ethics, Responsible innovation, Social impact<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca4ba89 elementor-widget elementor-widget-text-editor\" data-id=\"ca4ba89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Our content is intentionally designed to promote a collaborative learning environment in which practitioners at different\nlevels and stages in their career can learn alongside and from\none another, advancing the conversation with their variety of\nperspectives. Material will be approximately 40% beginner\nand 60% intermediate with respect to the subject of quantum\nethics, paced such that beginners can readily develop the\nskills they need to engage with more advanced material later\nin the tutorial. There will also be opportunities for deeper\nengagement interspersed throughout for those with greater\nexperience or investment in the topic. Because the tutorial will\nbe primarily discussion- and activity-based, the content level\ncan also readily be adjusted in real time by the facilitators\naccording to the needs and backgrounds of attendees.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5d92c1 elementor-widget elementor-widget-text-editor\" data-id=\"e5d92c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The only prerequisite for tutorial participation is an open\nmind and an eagerness to learn and share \u2013 anyone is welcome\nfrom the complete beginner to seasoned expert! Basic (nontechnical) familiarity with quantum technologies may occasionally be helpful but is neither required nor expected; our\nhope is that anyone who attends the QCE plenaries will have\nsufficient background to engage.<br>\nTutorial attendees will explore foundational ethical dilemmas in quantum technologies through the framework of Responsible Innovation. We will apply these theories to\nissues such as cybersecurity, dual-use technologies and military applications, quantum hype, finance industry capture of\nquantum technologies, and inclusive workforce development.\nTutorial participants will learn and practice skills for critically\nand responsibly engaging with these issues throughout their\ncareers as quantum researchers or practitioners, enabling them\nto become champions for an ethical and socially responsible\nquantum revolution from within. While many of the tools we\nintroduce are broadly applicable beyond quantum technologies, our tutorial\u2019s emphasis on quantum-specific applications\nis key for the QCE audience: engineering ethics literature has\nestablished the importance of domain-specific ethics education\nin promoting ethical decision-making in one\u2019s field.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7a00286 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a00286\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0635a74\" data-id=\"0635a74\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-16b3f6d elementor-widget elementor-widget-menu-anchor\" data-id=\"16b3f6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorials-abstracts-sunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4ab2fe elementor-widget elementor-widget-heading\" data-id=\"e4ab2fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Thursday, Sep 21, 2023 \u2014 Tutorials Abstracts<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0beaa89 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0beaa89\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c8ccafd\" data-id=\"c8ccafd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e5475a4 elementor-widget elementor-widget-menu-anchor\" data-id=\"e5475a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut20\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5ede74 elementor-widget elementor-widget-spacer\" data-id=\"a5ede74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bd2632 elementor-widget elementor-widget-text-editor\" data-id=\"1bd2632\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0269f2e elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"0269f2e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut20\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT20 \u2014 Using Qiskit Runtime Primitives with Error Suppression and Error Mitigation\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut20\" >\n\t\t\t\t\t\t\tTUT20 \u2014 Using Qiskit Runtime Primitives with Error Suppression and Error Mitigation\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/cjwoodphd\/\">Christopher Wood, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/marianabernagozzi\/\">Mariana Bernagozzi, IBM Quantum, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/lerongil\/\">Leron Gil, IBM Quantum, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78723da elementor-widget elementor-widget-text-editor\" data-id=\"78723da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Thu, Sep 21, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9eb7ab7 elementor-widget elementor-widget-text-editor\" data-id=\"9eb7ab7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The field of quantum computing is rapidly advancing, and one of the most pressing challenges is the mitigation of errors that can arise during the computation process. This tutorial delves into the concepts of error suppression and error mitigation in quantum computing using Qiskit Runtime Primivites. It begins with an overview of the various sources of errors that can impact quantum computations, followed by a detailed explanation of how to identify and mitigate these errors using proven techniques. The tutorial concludes by demonstrating the effectiveness of error mitigation and error suppression by using Qiskit Runtime Primitives in production. By the end of this tutorial, readers will have a foundational understanding of how to suppress and mitigate errors in order to extract the best results from today\u2019s quantum hardware.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1de7f74 elementor-widget elementor-widget-text-editor\" data-id=\"1de7f74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nQiskit,\nQiskit runtime,\nQuantum development kit,\nQuantum algorithms,\nQuantum-classical programming,\nApplications,\nDecoherence,\nQuantum noise,\nError models,\nError mitigation,\nError suppression<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3114c8 elementor-widget elementor-widget-text-editor\" data-id=\"c3114c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">40% beginner, 40% intermediate, 20% advanced.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1c4fc5 elementor-widget elementor-widget-text-editor\" data-id=\"f1c4fc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial targets developers and researchers who want to learn and leverage error mitigation and error suppression within their quantum programs in order to extract the best results from today\u2019s quantum hardware. This tutorial is appropriate for a variety of audience including: Researchers and Practitioners who are looking to optimize the accuracy and reliability of their quantum computing experiments, students and educators who are interested in gaining a deeper understanding of quantum computing, and software engineers who want to learn about specific techniques for error suppression and mitigation in quantum computing. A background in Python and some basic knowledge of Quantum Computing will be useful but not necessary for attendees of this session.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6be302c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6be302c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eeef18a\" data-id=\"eeef18a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39f3e37 elementor-widget elementor-widget-menu-anchor\" data-id=\"39f3e37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut21\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59d59f1 elementor-widget elementor-widget-spacer\" data-id=\"59d59f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6f1532 elementor-widget elementor-widget-text-editor\" data-id=\"f6f1532\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f60092f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f60092f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut21\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT21 \u2014 Introduction to Quantum Computing: From Algorithm to Hardware\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut21\" >\n\t\t\t\t\t\t\tTUT21 \u2014 Introduction to Quantum Computing: From Algorithm to Hardware\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.sjsu.edu\/people\/hiuyung.wong\/\">Hiu Yung Wong, San Jose State University, USA<\/a>\n\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88fb5b3 elementor-widget elementor-widget-text-editor\" data-id=\"88fb5b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Thu, Sep 21, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a72e9c elementor-widget elementor-widget-text-editor\" data-id=\"9a72e9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">In this tutorial, the attendees will learn quantum computing from both algorithm and hardware perspectives by writing a simple Python simulator, using IBM quantum computers, and learning how classical microwave knowledge is used in quantum computer hardware design.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bdc7a5 elementor-widget elementor-widget-text-editor\" data-id=\"8bdc7a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">There is a lack of tutorial that presents the beginning and intermediate learners of quantum computing with a holistic view from algorithm to hardware. Such a tutorial is useful for classical engineers who want to understand their roles in quantum computing. There are six sections in this tutorial to achieve this goal. In Section I, important concepts in quantum computing are introduced in a layman&#8217;s approach. The audiences will have an appreciation of the importance of superposition, entanglement, interference, no-cloning theorem, and error correction in quantum computing. In Section II, quantum gates will be introduced with hands-on exercises to create quantum gate simulators in Python. In Section III, the Deutsch algorithm will be studied and implemented on IBM Quantum Lab and Composer. The audiences will appreciate how a quantum circuit operates, the meaning of quantum oracles, and the power of quantum parallelism. In Section IV, Quantum Fourier Transform, which is a building block of many important quantum algorithms, will be introduced and implemented on IBM-Q so the audience can further appreciate the importance of interference in quantum computing. After learning algorithms, we will discuss the implementation of a quantum computer using superconducting qubits. We will emphasize this from an electrical engineer\u2019s perspective. In Section V, we discuss how to implement qubit initialization, readout, and quantum gates in superconducting circuits and their relationship to electrical engineering. In Section VI, we further demonstrate how to use Qiskit-Metal and HFSS to optimize a quantum circuit in terms of the Energy Participation Ratio.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6721d7 elementor-widget elementor-widget-text-editor\" data-id=\"f6721d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Introduction to Quantum Computing, Quantum Algorithm, Quantum Computing Architectures, Quantum Education\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f70ea33 elementor-widget elementor-widget-text-editor\" data-id=\"f70ea33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">70% beginner, 30% intermediate.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65ff40c elementor-widget elementor-widget-text-editor\" data-id=\"65ff40c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is suitable for students and engineers who have basic knowledge of matrix operations and Python coding and<br \/>who want to understand the nuts and bolts of quantum computing from algorithm to hardware implementation. Besides learning the basics of quantum algorithms (appreciate the important concepts, able to perform basic gate calculations, and implement quantum circuits on IBM-Q), they will also understand how a quantum computer is realized in hardware (with superconducting qubit as an example). They will realize the importance of controlling electronics (cryogenic, RF, and high-speed circuits) in a quantum computer and how they play the roles of creating quantum gates and performing qubit initialization and readout. They will also be ready to contribute to quantum circuit optimization after learning the Qiskit-Metal and HFSS framework which is purely classical. I need to emphasize that the teaching methodology will be based on my 3-year experience in teaching underrepresented minorities and socially disadvantaged students at SJSU with about 70 students. The materials will be made very accessible to less prepared students but are rigorous enough for them to pursue to the next step.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-df874d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"df874d3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-affd6b2\" data-id=\"affd6b2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9915abd elementor-widget elementor-widget-menu-anchor\" data-id=\"9915abd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut22\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05b6a66 elementor-widget elementor-widget-spacer\" data-id=\"05b6a66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9391a61 elementor-widget elementor-widget-text-editor\" data-id=\"9391a61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdffe81 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"bdffe81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut22\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT22 \u2014 \tSpeeding up Calibrations and Algorithm Execution through Agile Real-time Control\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut22\" >\n\t\t\t\t\t\t\tTUT22 \u2014 \tSpeeding up Calibrations and Algorithm Execution through Agile Real-time Control\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/yigitcanu\/\">Yi\u011fitcan Uzun, Qblox, The Netherlands<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/fokkodevries90\/\">Fokko de Vries, Qblox, The Netherlands<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/damaz-de-jong\/\">Damaz de Jong, Qblox, The Netherlands<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-521bd9e elementor-widget elementor-widget-text-editor\" data-id=\"521bd9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Thu, Sep 21, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b625980 elementor-widget elementor-widget-text-editor\" data-id=\"b625980\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">In this hand-on tutorial, typical qubit tune-up experiments and qubit calibrations from the bottom up will be covered by employing Qblox&#8217;s hardware and software platforms; Q1ASM and Quantify.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7062f25 elementor-widget elementor-widget-text-editor\" data-id=\"7062f25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">To create quantum computers that solve useful problems, the number of qubits and complexity of the computations must increase. This poses challenges for the control stack that governs both the qubit calibration as well as the algorithm execution. In this tutorial we will demonstrate the real-time agile sequencing solutions of the Qblox control stack through two different software abstraction layers. For both levels we have chosen a uniquely open approach: opening up the Q1ASM assembly layer and making the higher-level Quantify package open source. After introducing distributed sequencing, efficient signal generation and processing and real-time feedback, we move to a hands-on tutorial of both control software implementations, Q1ASM and Quantify. First we use the fine-grained control of the Q1ASM assembly language to operate the sequencers in the quantum control stack directly, and build qubit calibrations from the bottom up. Then, we move to Quantify, a higher-level software package, where we will define qubit algorithms and execute them. In both tutorials we program the control hardware and execute the pulse sequences and quantum algorithms on the hardware. Finally, we curate an open discussion on improvements for both the Q1ASM and Quantify software layers.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63116bb elementor-widget elementor-widget-text-editor\" data-id=\"63116bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum Control Stack, Quantum Software, Quantum Computing<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bed61b elementor-widget elementor-widget-text-editor\" data-id=\"0bed61b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">30% beginner, 50% intermediate,\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">20% advanced.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a9dd2c elementor-widget elementor-widget-text-editor\" data-id=\"0a9dd2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial targets quantum researchers and experts\u00a0<\/span>with either experimental or theoretical <span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">quantum physics, quantum computation, computer science background both from academia and <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">industry. The target audience will learn how to communicate with qubits using Qblox\u2019s <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">control\/readout hardware and a dedicated software platform.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-dc061ff elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dc061ff\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c80a5ab\" data-id=\"c80a5ab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e16aabe elementor-widget elementor-widget-menu-anchor\" data-id=\"e16aabe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut23\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b113b33 elementor-widget elementor-widget-spacer\" data-id=\"b113b33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65db466 elementor-widget elementor-widget-text-editor\" data-id=\"65db466\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-220a1ab elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"220a1ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut23\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT23 \u2014 Cloud Quantum Computing with Neutral Atoms\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut23\" >\n\t\t\t\t\t\t\tTUT23 \u2014 Cloud Quantum Computing with Neutral Atoms\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/jonathan-wurtz-7a4855181\/\">Jonathan Wurtz, QuEra Computing, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/pedro-lopes-phd-b89029185\/?originalSubdomain=ca\">Pedro Lopes, QuEra Computing, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/alexei-bylinskii-076905a6\/\">Alexei Bylinskii, QuEra Computing, USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9135671 elementor-widget elementor-widget-text-editor\" data-id=\"9135671\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Thu, Sep 21, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1680814 elementor-widget elementor-widget-text-editor\" data-id=\"1680814\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Recently, QuEra\u2019s 256 neutral atom quantum simulator \u201cAquila\u201d was put online for public access through Amazon BraKet. Aquila works in a powerful \u201canalog mode\u201d of computation, which allows for efficient and flexible utilization of its quantum behavior. Unlike other contemporary platforms, neutral atom quantum computers offer many qubits\u2014up to 256 on Aquila\u2014and large effective gate depths\u2014with order 50 coherent Rabi oscillations. The large breadth and depth of QuEra\u2019s hardware enable real potential for near-term NISQ-era algorithms and applications that can solve real-world problems, from optimization to simulation. In two parts, this tutorial will be a hands-on demonstration of working with QuEra\u2019s cloud-accessible analog mode neutral atom quantum simulators. The first part will introduce neutral atom quantum computing, including both analog mode and near-term digital mode operation. This will include an outline of the advantages and disadvantages of the platform, as well as an outlook for error correction and scalability. The second part will be a hands-on tutorial programming Aquila using Bloqade, which will provide jupyter notebooks with examples to all participants. These examples will scale from simple \u201chello world\u201d programs all the way to prototypical application solutions such as geographic combinatorial optimization and quantum phases.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e83db73 elementor-widget elementor-widget-text-editor\" data-id=\"e83db73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Neutral atoms, Quantum computing, Cloud computing, Noisy intermediate scale quantum<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a30a elementor-widget elementor-widget-text-editor\" data-id=\"ae9a30a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is geared towards beginners with a minimal\nunderstanding of quantum mechanics. An undergraduate 1-\nsemester course is the expected level, with a clear requirement\nset by the understanding of what is a \u201cquantum Hamiltonian\u201d.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-031a7e8 elementor-widget elementor-widget-text-editor\" data-id=\"031a7e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The contents of this tutorial will be most appreciated by\nresearchers and students from academia, as well as researchers\nand developers from industry. It will be key to enable individual\ncontributors to start deploying solutions on available quantum\nresources right away.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ce66ed4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ce66ed4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cde65ef\" data-id=\"cde65ef\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-864ccb0 elementor-widget elementor-widget-menu-anchor\" data-id=\"864ccb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut24\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6699d1 elementor-widget elementor-widget-spacer\" data-id=\"c6699d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c10edd0 elementor-widget elementor-widget-text-editor\" data-id=\"c10edd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a1c1b9 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1a1c1b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut24\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT24 \u2014 Quantum plus High-Performance Computing for Natural Language Processing\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut24\" >\n\t\t\t\t\t\t\tTUT24 \u2014 Quantum plus High-Performance Computing for Natural Language Processing\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/eduardo-coello-perez-2b3006219\/\">Eduardo Coello Perez, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/prasannadate\/\">Prasanna Date, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/mayankachandrashekar\/\">Mayanka Chandra Shekar, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/hamiltonkathleen\/\">Kathleen Hamilton, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/john-gounley-1751598a\/\">John Gounley, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\n<a href=\"https:\/\/www.ornl.gov\/staff-profile\/francisco-r-rios\">Francisco Rios, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/in-saeng-suh-9b8a325\/\">In-Saeng Suh, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/georgia-tourassi-1b97825\/\">Georgia Tourassi, Oak Ridge National Laboratory (ORNL), USA<\/a><br>\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c967b5 elementor-widget elementor-widget-text-editor\" data-id=\"9c967b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Thu, Sep 21, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2a5467 elementor-widget elementor-widget-text-editor\" data-id=\"d2a5467\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> This tutorial provides an overview of Quantum Natural Language Processing (QNLP), a cutting-edge application of quantum computing dedicated to the execution of Natural Language Processing (NLP) tasks with the aid of quantum computers. We will provide a theoretical overview of NLP and QNLP. Then, we will construct two workflow examples used to train QNLP models. First, using single-threaded quantum-classical simulation. Second, as distributed computing workflows that could incorporate High-Performance Computing (HPC) resources. Finally we will present metrics that can be used to benchmark and compare QNLP performance against that of classical NLP models. Attendees will participate in hands-on activities demonstrating and testing these workflows using numerical simulators and examples of real-world applications. This tutorial will help attendees train Quantum Long Short-Term Memory (QLSTM) and Compositional Distributional Categorical (DisCoCat) models for respectively tagging the words in a small dataset with their parts of speech (POS) and classifying the meaning of the sentences they form. They will also explore the Quantum Support Vector Machine (QSVM) and Quantum Discriminator (QD) models for classification tasks. Moreover, the tutorial will delve into quantum binary and multi-class classification of more complex datasets by benchmarking the performance of quantum classifiers with different quantum embeddings and loss functions against Convolutional Neural Networks (CNN) trained on the Frontier supercomputer at ORNL, and the other hybrid models.<\/span><\/h5>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bdcd3d elementor-widget elementor-widget-text-editor\" data-id=\"8bdcd3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nNatural Language Processing, Quantum Machine Learning, High-Performance Computing<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03ec21a elementor-widget elementor-widget-text-editor\" data-id=\"03ec21a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">67% intermediate, 33% beginner.\u00a0<br \/><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41e2f39 elementor-widget elementor-widget-text-editor\" data-id=\"41e2f39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial targets a broad audience. It is geared towards\nindividuals interested in exploring the capabilities of QNLP\non quantum plus HPC systems. Attendees with no previous\nknowledge of QNLP will benefit the most from this tutorial, as\nit will ground the concepts and workflow required to simulate\nthe execution of these tasks, and showcase simple applications\nby training some QNLP models. While seasoned professionals\non the field may find some of the content familiar, they can\nexpect to gain new insights about quantum classification of\ncomplex datasets in the intermediate portion of the tutorial.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6e230f4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e230f4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-61976a7\" data-id=\"61976a7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-38f8b86 elementor-widget elementor-widget-menu-anchor\" data-id=\"38f8b86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut25\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ee49cc elementor-widget elementor-widget-spacer\" data-id=\"3ee49cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61e464c elementor-widget elementor-widget-text-editor\" data-id=\"61e464c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5dc0bb elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a5dc0bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut25\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT25 \u2014 Deep Dive into Classical Simulation of Quantum Circuits with QX-Simulator\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut25\" >\n\t\t\t\t\t\t\tTUT25 \u2014 Deep Dive into Classical Simulation of Quantum Circuits with QX-Simulator\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/pablo-le-h%C3%A9naff\/\">Pablo le Henaff, Delft University of Technology, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/sebastian-feld\/\">Sebastian Feld, Delft University of Technology, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/medina-bandi%C4%87-hesam-91b7b285\/\">Medina Bandic\u00b4, Delft University of Technology, The Netherlands<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/nikiforos-paraskevopoulos\/\">Nikiforos Paraskevopoulos, Delft University of Technology, The Netherlands<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba00ad3 elementor-widget elementor-widget-text-editor\" data-id=\"ba00ad3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Thu, Sep 21, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 13:00-16:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee69742 elementor-widget elementor-widget-text-editor\" data-id=\"ee69742\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> Quantum computing is a paradigm of computation that promises to efficiently solve some problems which are inaccessible to classical computers. Nowadays\u2019 quantum computers are, however, noisy and limited in size, being mostly used as research objects or proofs of concept. In this context, the classical simulation of quantum computers allows researchers to check the execution of their algorithms on a cheap and reliable platform. In addition, those simulations are an efficient pedagogical tool for the classroom. Simulation of a quantum computer poses serious challenges for a classical computer, notably in terms of memory usage. It requires advanced algorithms to efficiently implement the mathematical models described in physics textbooks. QX-simulator is a generic simulator for quantum circuits developed at QuTech and TU Delft in the Netherlands with a focus on performance and code quality. An idea fundamental to modern high-performance software development is the utmost importance of memory locality, which can be improved, in particular, by reducing the memory footprint of the program. QX-simulator does this by leveraging the mostly-sparse nature of the quantum states arising from meaningful algorithms. This tutorial covers bits of quantum computation theory (e.g., quantum operations) together with some practical software development tricks (e.g., sorted maps in C++). Basic knowledge of linear algebra is required. In the practical part, participants will get familiar with QX-simulator and push it to its limits. By the end of this tutorial, participants should be able to understand the challenges arising from the simulation of quantum circuits and how QX-simulator attempts to overcome those.-<br \/><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-035264a elementor-widget elementor-widget-text-editor\" data-id=\"035264a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum computing simulation, Software engineering, High performance computing <\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0abdc3c elementor-widget elementor-widget-text-editor\" data-id=\"0abdc3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> 20% beginner, 40% intermediate, 40% advanced.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4db18c8 elementor-widget elementor-widget-text-editor\" data-id=\"4db18c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The sessions are accessible to people with some background\nknowledge in the mathematics of quantum computing theory:\nit will be assumed that participants fully understand complex\nnumbers, vector spaces and linear maps. Attendees should\nknow basic quantum unitary gates and be somewhat familiar with the expression of a quantum circuit in a quantum\nprogramming language like OpenQASM. On the other hand,\nsome experience with a low-level programming language, like\nC or C++, is desirable.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f79692c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f79692c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-888f09d\" data-id=\"888f09d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ae52bba elementor-widget elementor-widget-menu-anchor\" data-id=\"ae52bba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tutorials-abstracts-sunday\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33641c2 elementor-widget elementor-widget-heading\" data-id=\"33641c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Friday, Sep 22, 2023 \u2014 Tutorials Abstracts<br><\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0f3c630 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f3c630\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6fd2590\" data-id=\"6fd2590\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0d8600d elementor-widget elementor-widget-menu-anchor\" data-id=\"0d8600d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut26\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51022a6 elementor-widget elementor-widget-spacer\" data-id=\"51022a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcc4b30 elementor-widget elementor-widget-text-editor\" data-id=\"dcc4b30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ea72a4 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8ea72a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut26\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT26 \u2014 Benchmarking and Calibrating Quantum Devices with Qiskit Experiments\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut26\" >\n\t\t\t\t\t\t\tTUT26 \u2014 Benchmarking and Calibrating Quantum Devices with Qiskit Experiments\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/helenayzhang\/\">Helena Zhang, IBM Quantum, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2249b0a elementor-widget elementor-widget-text-editor\" data-id=\"2249b0a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Fri, Sep 22, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9bcc5f4 elementor-widget elementor-widget-text-editor\" data-id=\"9bcc5f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial gives an overview of how and why real\nquantum devices are characterized and calibrated with\na hands-on demonstration using the open source Qiskit\nExperiments package. Participants will gain an understanding\nof the different types of benchmarks and calibrations in the\nfield today and important design considerations for quantum\nsoftware that runs these protocols on quantum processors.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9f5829 elementor-widget elementor-widget-text-editor\" data-id=\"b9f5829\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">State-of-the-art quantum processors require increasingly complex software to calibrate and characterize. IBM&#8217;s Qiskit is a powerful open-source framework for building and running quantum programs from the ground up, but to implement a large-scale benchmark from fundamental quantum circuit building blocks is a complex task. In this tutorial, we will introduce the Qiskit Experiments package, which allows users to run and analyze benchmarking, characterization, and calibration experiments on top of Qiskit. We will motivate why such a package is necessary and useful by discussing the requirements of modern quantum processor upkeep and evaluation, as well as the large array of existing algorithms for this purpose. Using Qiskit Experiments, we will show users how to set up benchmarking and calibration experiments, run them on IBM systems, and analyze the results of these experiments. We will break down technical details of what the package is doing behind the scenes so that participants can learn not only how to run existing experiments in the library but also how to implement their own experiments using the Qiskit Experiments framework. By the end, participants should come away with an overview of current benchmarking algorithms used to measure the performance of quantum processors, how to calibrate gates on these processors, and how to use Qiskit Experiments to execute efficient workflows.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77e1b28 elementor-widget elementor-widget-text-editor\" data-id=\"77e1b28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Qiskit, Qquantum algorithms, Quantum benchmarking, Quantum calibration, Device characterization<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1636fbf elementor-widget elementor-widget-text-editor\" data-id=\"1636fbf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">50% beginner, 50% intermediate.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a770bb8 elementor-widget elementor-widget-text-editor\" data-id=\"a770bb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The tutorial is for those interested in running characterization and calibration experiments on physical quantum\ndevices and simulators, which may include quantum engineers,\ndevelopers, and researchers. The audience is expected to be\nfamiliar with Python programming and the basics of quantum\ncomputing. Knowledge of Qiskit basics will also help, but we\nwill keep the level of the tutorial beginner-friendly otherwise.\nAttendees will learn about the current state of device benchmarks and calibration procedures, how to evaluate algorithms\nfor specific use cases, and the challenges of benchmarking\nand characterizing modern devices. In the hands-on portion,\nthey will learn how Qiskit Experiments is designed to meet\nthese challenges by running and writing experiments using this\nframework under the guidance of the instructor.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4dfff1b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4dfff1b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b1c7a8a\" data-id=\"b1c7a8a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-33961f9 elementor-widget elementor-widget-menu-anchor\" data-id=\"33961f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut27\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c51bca8 elementor-widget elementor-widget-spacer\" data-id=\"c51bca8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7274a8 elementor-widget elementor-widget-text-editor\" data-id=\"b7274a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a019f3 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4a019f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut27\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT27 \u2014 Solving Partial Differential Equations (PDEs) with Quantum Computers\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut27\" >\n\t\t\t\t\t\t\tTUT27 \u2014 Solving Partial Differential Equations (PDEs) with Quantum Computers\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/kaminotesf524\/\">Zhixin Song, Georgia Institute of Technology, USA<\/a><br>\n<a href=\"https:\/\/cse.gatech.edu\/people\/spencer-bryngelson\">Spencer\tBryngelson, Georgia Institute of Technology, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87495b0 elementor-widget elementor-widget-text-editor\" data-id=\"87495b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Fri, Sep 22, 2023<\/span><\/span><br><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br>Duration:<span style=\"font-size: 1.25rem\">&nbsp;<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20059e2 elementor-widget elementor-widget-text-editor\" data-id=\"20059e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> Many important systems in nature are described by the space-time evolution of physical quantities using partial differential equations (PDEs), which can range from the microscale, such as the Schr\u00f6dinger equation in quantum systems, to the macroscale, such as the Navier&#8211;Stokes equations of fluid dynamics. Thus, efficient PDE solvers are critical to understanding and solving many science and engineering problems. Quantum algorithms have been proposed to solve PDEs and verified on small-scale simulators. For long-term PDE solvers, the Harrow-Hassidim-Lloyd (HHL) algorithm could bring an exponential speedup over classical methods. For the near-term quantum hardware, variational quantum algorithms such as the Variational Quantum Linear Solver (VQLS) are applied to solve PDEs. In this tutorial, we will introduce users to QPDE-Benchmark, a new programming toolkit, powered by a set of quantum PDE solvers, that enable a user to more seamlessly test and improve quantum solvers for various PDEs. More specifically, we will show users how to solve the Schr\u00f6dinger, Wave, and Poisson equation on near-term quantum computers using Hamiltonian simulation, VQLS and Variational Quantum Eigensolver (VQE). Additionally, we will discuss how to apply error suppression\/mitigation techniques such as measurement error mitigation, pulse-efficient transpilation, and dynamical decoupling to enhance PDE solver&#8217;s performance on IBM&#8217;s quantum hardware.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f1189d elementor-widget elementor-widget-text-editor\" data-id=\"4f1189d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Variational Quantum Algorithms, Partial Differential Equations, Quantum Error Suppression, Hands-On Programming\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00e38ed elementor-widget elementor-widget-text-editor\" data-id=\"00e38ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is designed for a mix of attendees, with 40%\nbeing beginners, 40% being intermediate level, and 20% being\nadvanced level in their knowledge of quantum computing\nand scientific computing. We expect typical participants to be\nbeginners in quantum computing or scientific computing who\nare interested in quantum algorithms for solving differential\nequations, and who are familiar with Python and Qiskit.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2121d5 elementor-widget elementor-widget-text-editor\" data-id=\"e2121d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial aims to take the audience from understanding the construction of quantum linear solvers, to exploring their applications on solving linear PDEs with NISQ quantum hardware. It is suitable for both computer scientists and hobbyists interested in quantum PDE solvers, as well as hobbyists interested in quantum error suppression methods.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-56b8c07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56b8c07\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-adcdf91\" data-id=\"adcdf91\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7bae430 elementor-widget elementor-widget-menu-anchor\" data-id=\"7bae430\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut28\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-949f148 elementor-widget elementor-widget-spacer\" data-id=\"949f148\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a4364e9 elementor-widget elementor-widget-text-editor\" data-id=\"a4364e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9780191 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"9780191\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut28\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT28 \u2014 qBraid: The Quantum Ecosystem All in One Place\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut28\" >\n\t\t\t\t\t\t\tTUT28 \u2014 qBraid: The Quantum Ecosystem All in One Place\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/kheitritter\/\">Kenneth Heitritter, qBraid, USA<\/a><br>\n<a href=\"https:\/\/saraametwalli.medium.com\/\">Sara Metwalli, Keio University, Japan<\/a><br>\t\n<a href=\"https:\/\/www.linkedin.com\/in\/shionfukuzawa\/\">Shion Fukuzawa, University of California - Irvine, USA<\/a>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1861122 elementor-widget elementor-widget-text-editor\" data-id=\"1861122\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Fri, Sep 22, 2023<\/span><\/span><br \/><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br \/>Duration:<span style=\"font-size: 1.25rem\">\u00a0<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee1534b elementor-widget elementor-widget-text-editor\" data-id=\"ee1534b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Summary: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Attendees will learn how to use qBraid\u2019s platform to accelerate quantum research and development by accessing many\ntools and hardware providers in one location. Attendees will\nalso be taken through a short tutorial on variational quantum\nalgorithms (VQAs) that demonstrates qBraid\u2019s capabilities\nwhile teaching about VQAs.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ceeb64f elementor-widget elementor-widget-text-editor\" data-id=\"ceeb64f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Discover the power of qBraid, an innovative cloud platform designed to revolutionize quantum software development by offering seamless integration of compute resources, programming packages, and quantum hardware access. This comprehensive tutorial showcases qBraid as the ultimate all-in-one platform for learning, research, and collaboration in the quantum computing community. qBraid currently supports interactive and shareable Jupyter Notebook environments with customizable CPU\/GPU options. This feature enables access to an extensive range of pre-packaged and tested quantum computing environments, encompassing Python packages such as Qiskit, Braket, and Cirq, as well as Julia packages like Bloqade. Users can effortlessly submit their quantum circuits to hardware providers, such as Amazon Braket and IBMQ, without the hassle of managing additional accounts. The integrated qBraid SDK simplifies circuit transpilation across various packages and backend submission. In this tutorial, participants will first explore the core functionality of qBraid and then use this functionality to participate in an introduction to variational quantum algorithms. Attendees will be taught the significance of these algorithms for tackling complex computational problems, while gaining practical experience developing code using diverse quantum hardware architectures, such as trapped ion, superconducting, and neutral atom systems. Join us to acquire essential knowledge on leveraging qBraid for accelerated quantum development and harnessing the platform for the efficient design of quantum variational algorithms. This tutorial promises an exciting and professional learning experience, making it a must-attend event for conference participants.\n<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9ed7a5 elementor-widget elementor-widget-text-editor\" data-id=\"d9ed7a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\t\nQuantum computing,\nDevelopment environment,\nQuantum software, Quantum variational algorithms, QAOA, VQE<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b1a525 elementor-widget elementor-widget-text-editor\" data-id=\"1b1a525\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">50% beginner, 40% intermediate, 10% advanced.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70c37d6 elementor-widget elementor-widget-text-editor\" data-id=\"70c37d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">This tutorial is intended for quantum computing researchers, practitioners, and developers with a basic understanding of quantum computing concepts and familiarity with Python. Attendees who are not well-versed in quantum computing and\/or Python should still be able to get a high-level picture of how qBraid enables the quantum development process. Attendees will be walked through how to set up a qBraid account that will be used to follow along with the tutorial.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c5a01a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c5a01a8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-370eed4\" data-id=\"370eed4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-efa34c3 elementor-widget elementor-widget-menu-anchor\" data-id=\"efa34c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"tut30\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54f3731 elementor-widget elementor-widget-spacer\" data-id=\"54f3731\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-622a57b elementor-widget elementor-widget-text-editor\" data-id=\"622a57b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 3px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f953499 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f953499\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"#overview-tut30\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"TUT30 \u2014 Introduction to SeQUeNCe, a Customizable Discrete-Event Simulator of Quantum Networks\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-alt-circle-up\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"#overview-tut30\" >\n\t\t\t\t\t\t\tTUT30 \u2014 Introduction to SeQUeNCe, a Customizable Discrete-Event Simulator of Quantum Networks\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/rajkumarkettimuthu\/\">Rajkumar Kettimuthu, Argonne National Lab (ANL) &amp; The University of Chicago, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/alexander-kolar-21428615a\/\">Alexander Kolar, University of Chicago, USA<\/a><br>\n<a href=\"https:\/\/physics.uchicago.edu\/people\/profile\/wendy-w.-zhang\/\">Allen Zang, The University of Chicago, USA<\/a><br>\n<a href=\"https:\/\/www.linkedin.com\/in\/joaquin-f-chung-m-38376328\/\">Joaquin Chung, Argonne National Lab (ANL), USA<\/a><br>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c273aea elementor-widget elementor-widget-text-editor\" data-id=\"c273aea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Date:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Fri, Sep 22, 2023<\/span><\/span><br><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Time: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Between 10:00-14:30&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">Pacific Time (PDT) \u2014 UTC-7<\/span><\/span><br>Duration:<span style=\"font-size: 1.25rem\">&nbsp;<\/span><span style=\"font-size: 1.25rem;font-family: 'Open Sans', sans-serif\"><span style=\"font-size: 18px\">3 hours (2 x 1.5 hours)<\/span><\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fda8a50 elementor-widget elementor-widget-text-editor\" data-id=\"fda8a50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Abstract: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"> \tQuantum networks promise to deliver new, revolutionary applications that include distributing cryptographic keys with provable security, solving distributed computational tasks with exponential reduction in communication complexity, or synchronizing clocks with unprecedented accuracy to name just a few. Recent breakthroughs in quantum engineering have allowed experimental realizations of quantum network prototypes that are supplemented by commercial efforts in the network security arena. One of the most significant engineering challenges is building networks that scale both in the number of users and communication distance. Achieving this goal requires a combination of advances in hardware engineering, standardization of new network architectures, development of robust control plane protocols, and techniques that allow reproducible performance testing.<br>\nQuantum network simulations can help in understanding the tradeoffs of alternative quantum network architectures, optimizing quantum hardware, and developing a robust control plane. Simulator of QUantum Network Communication (SeQUeNCe) is a customizable discrete-event quantum network simulator that models quantum hardware and network protocols. SeQUeNCe uses a modularized design that separates functionality at different network layers into modules. This modularized design allows the testing of alternative quantum network protocols and hardware models and the study of their interactions.<br>\nIn this tutorial, we will start with a brief overview of quantum communications, their potential benefits, use cases and challenges. Then, we will introduce SeQUeNCe and present its design, interface and capabilities. We will show a live demo of SeQUeNCe followed by hands-on exercises. We will then present some advanced capabilities including the ability to parallelize the execution of large-scale quantum network simulation on high performance computers.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e79fc6 elementor-widget elementor-widget-text-editor\" data-id=\"4e79fc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Keywords:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Quantum communication, Quantum networks, Quantum network simulation\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bcd2dd elementor-widget elementor-widget-text-editor\" data-id=\"5bcd2dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Contents Level: <\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">75% beginners, 25% intermediate.\u00a0<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ec0b8f elementor-widget elementor-widget-text-editor\" data-id=\"6ec0b8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif;color: #333333\"><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px;font-weight: bold\">Target Audience:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Researchers and scientists who work on quantum networking devices, quantum communication protocols, distributed quantum computing. Infrastructure providers interested in building quantum networks.<br \/>The goal of the tutorial is to introduce and provide hands-on experience with SeQUeNCe, an open-source quantum network simulator. Attendees will gain a clear understanding of SeQUeNCe&#8217;s architecture, design, interface and capabilities. They will learn how to use SeQUeNCe through live demo and hands-on exercises. The attendees will also get a good understanding of how to add new modules and customize SeQUeNCe to fit their needs.<\/span><\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-589ed7bf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"589ed7bf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-26031537\" data-id=\"26031537\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2028fba3 elementor-widget elementor-widget-text-editor\" data-id=\"2028fba3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<hr style=\"background: #F87431;border: 0;height: 7px\" \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The shortage of skilled labor is one of the quantum computing sector\u2019s greatest challenges. The week-long tutorials program, with tutorials by leading experts, is aimed squarely at workforce development and training considerations. The tutorials are ideally suited to develop quantum champions for industry, academia, government, and build expertise for emerging quantum ecosystems. IEEE Quantum Week will cover a broad range of topics in quantum computing and engineering including a lineup of fantastic hands-on tutorials on programming and applications.<\/p>\n","protected":false},"author":5,"featured_media":17219,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1885","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-program"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>QCE23 Tutorials Program \u25cf IEEE Quantum Week<\/title>\n<meta name=\"description\" content=\"QCE22 tutorials are ideally suited to develop quantum champions for industry, academia, government, and build expertise for emerging quantum ecosystems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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