{"id":1885,"date":"2021-02-15T23:03:32","date_gmt":"2021-02-15T23:03:32","guid":{"rendered":"https:\/\/qce21.computer.org\/?p=1885"},"modified":"2021-10-11T16:13:12","modified_gmt":"2021-10-11T16:13:12","slug":"tutorials-program","status":"publish","type":"post","link":"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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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\/>\t\t\t\t<\/a>\n\t\t\t\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<nav data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-292706a0 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"292706a0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\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 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elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-background e--animation-fade\">\n\t\t\t\t<ul id=\"menu-1-22a48a50\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-974\"><a href=\"\/2021\" class=\"elementor-item\">Home<\/a><\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-14\"><a href=\"\/2021\/about\/#\" class=\"elementor-item 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=\"\/2021\/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-7865\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/testimonial-videos\/\" class=\"elementor-sub-item\">Testimonial Videos<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7828\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/student-mentorship-program\/\" class=\"elementor-sub-item\">Student Mentorship Program<\/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\/2021\/about\/media-center\/\" class=\"elementor-sub-item\">Media Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-95\"><a href=\"\/2021\/about\/contact\" title=\"Contact\" class=\"elementor-sub-item\">Contacts &#038; Inquiries<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4790\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/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-3584\"><a href=\"\/2021\/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-2400\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/authors\/submission-deadlines\/\" class=\"elementor-sub-item\">Submission Deadlines<\/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\/2021\/home\/exhibit-and-support\/opportunities\/\" class=\"elementor-sub-item\">Exhibitor Opportunities<\/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\/2021\/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\/2021\/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-2398\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/attend\/edi-statement\/\" class=\"elementor-sub-item\">EDI 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\/2021\/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-2450\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/attend\/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 href=\"https:\/\/qce20.quantum.ieee.org\/\" class=\"elementor-sub-item\">QCE20<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4095\"><a 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-15\"><a href=\"\/2021\/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 href=\"\/2021\/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-11174\"><a href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-program-2021.pdf\" class=\"elementor-sub-item\">Printable Fancy Final Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-8070\"><a href=\"\/2021\/conference-program\/\" class=\"elementor-sub-item\">Program Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8066\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/\" class=\"elementor-sub-item\">Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3860\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/virtual-qce21-event\/\" class=\"elementor-sub-item\">Virtual Event<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7866\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/testimonial-videos\/\" class=\"elementor-sub-item\">Testimonial Videos<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7829\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/student-mentorship-program\/\" class=\"elementor-sub-item\">Student Mentorship Program<\/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\/2021\/attend\/edi-statement\/\" class=\"elementor-sub-item\">EDI Statement<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-99\"><a href=\"\/2021\/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\/2021\/attend\/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=\"\/2021\/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-10019\"><a href=\"\/2021\/program\/#\" class=\"elementor-sub-item elementor-item-anchor\">Program Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11173\"><a href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-program-2021.pdf\" class=\"elementor-sub-item\">Fancy Printable Final Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-9040\"><a target=\"_blank\" href=\"\/2021\/wp-content\/uploads\/sites\/3\/2021\/10\/QCE21-Final-Program-at-a-Glance.pdf\" class=\"elementor-sub-item\">Final Program at-a-Glance<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2188\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/conference-program\/\" class=\"elementor-sub-item\">QCE21 Program Synopsis<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5598\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/keynotes\/\" class=\"elementor-sub-item\">Keynote Speakers<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-9728\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/exhibits-program\/\" class=\"elementor-sub-item\">Exhibits Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7830\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/student-mentorship-program\/\" class=\"elementor-sub-item\">Student Mentorship Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-2002\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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-2001\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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-2061\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/technical-papers-program\/\" class=\"elementor-sub-item\">Technical Papers Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-1998\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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-2000\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/posters-program\/\" class=\"elementor-sub-item\">Posters Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-1999\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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=\"\/2021\/exhibitors-patron-sponsors-supporters\/\" title=\"Exhibit &#038; Support\" class=\"elementor-item\">Exhibits &#038; Sponsors<\/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-9727\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/exhibits-program\/\" class=\"elementor-sub-item\">Exhibits Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7635\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/exhibitors-patron-sponsors-supporters\/\" class=\"elementor-sub-item\">Exhibitors, Patron Sponsors &#038; Supporters<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-146\"><a href=\"\/2021\/exhibit-and-support\/opportunities\" title=\"Opportunities\" class=\"elementor-sub-item\">Exhibitor &#038; Sponsorship Opportunities<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4167\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-prospectus-2021.pdf\" class=\"elementor-sub-item\">Exhibitor &#038; Sponsorship Prospectus<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-8319\"><a href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/quantum\/exhibitor-experience-guide.pdf\" class=\"elementor-sub-item\">Exhibitor Experience Guide<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4770\"><a target=\"_blank\" href=\"\/2021\/wp-content\/uploads\/sites\/3\/2021\/06\/QCE-2021-Exhibitor-Information.Rev1_.pdf\" class=\"elementor-sub-item\">FAQ on Exhibits &#038; Sponsorship Info<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5212\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/platinum-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Platinum Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4727\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/gold-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Gold Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5019\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/silver-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Silver Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5020\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/bronze-exhibitors-sponsors\/\" class=\"elementor-sub-item\">Bronze Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6112\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/supporter-exhibitors\/\" class=\"elementor-sub-item\">Supporter &#038; Exhibitors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4057\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/authors\/conference-topics\/\" class=\"elementor-sub-item\">Conference Topics<\/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\/2021\/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\/2021\/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-112\"><a href=\"\/2021\/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=\"\/2021\/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-1292\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/authors\/conference-topics\/\" class=\"elementor-sub-item\">Conference Topics<\/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\/2021\/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-3585\"><a href=\"\/2021\/authors\/key-deadlines\/\" class=\"elementor-sub-item\">Key Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2757\"><a href=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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-1449\"><a href=\"https:\/\/easychair.org\/cfp\/QCE21\" class=\"elementor-sub-item\">EasyChair CFP<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1448\"><a href=\"https:\/\/easychair.org\/conferences\/?conf=qce21\" class=\"elementor-sub-item\">EasyChair Submit<\/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=\"\/2021\/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\/2021\/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-7645\"><a href=\"https:\/\/web.cvent.com\/event\/401e3a11-556f-4edb-bdc3-375741fef723\/summary\" class=\"elementor-sub-item\">Register Now<\/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=\"\/2021\/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-custom menu-item-object-custom menu-item-3392\"><a href=\"\/2021\/about\/contact\" class=\"elementor-sub-item\">Contacts<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3090\"><a href=\"\/2021\/committees\/organizing-committee\/\" class=\"elementor-sub-item\">Organizing Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3294\"><a href=\"\/2021\/committees\/steering-committee\/\" class=\"elementor-sub-item\">Steering Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-152\"><a href=\"\/2021\/committees\/program-committee\" class=\"elementor-sub-item\">Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6467\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/tutorials-selection-committee\/\" class=\"elementor-sub-item\">Tutorials Selection Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6481\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/workshops-selection-committee\/\" class=\"elementor-sub-item\">Workshops Selection Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6551\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/panels-selection-committee\/\" class=\"elementor-sub-item\">Panels Selection Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6587\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/posters-program-committee\/\" class=\"elementor-sub-item\">Posters Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6564\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/bofs-selection-committee\/\" class=\"elementor-sub-item\">BoFs Selection 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\/2021\/qce\/\" class=\"elementor-item\">QCE<\/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-11713\"><a href=\"https:\/\/ieeecsqce.wpengine.com\" class=\"elementor-sub-item\">QCE22 Website<\/a><\/li>\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\/2021\/qce\/qce21-news\/\" class=\"elementor-sub-item\">QCE21 News &amp; Updates<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3615\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/qce\/qce21-sitemap\/\" class=\"elementor-sub-item\">QCE21 Sitemap<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3616\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/qce\/qce20-recap\/\" class=\"elementor-sub-item\">QCE20 Recap<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3533\"><a href=\"https:\/\/qce20.quantum.ieee.org\/\" class=\"elementor-sub-item\">QCE20 Website<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3677\"><a 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 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 class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-22a48a50\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-974\"><a href=\"\/2021\" class=\"elementor-item\" tabindex=\"-1\">Home<\/a><\/li>\n<li class=\"unclickable menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-14\"><a href=\"\/2021\/about\/#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">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=\"\/2021\/about\/about-the-conference\" class=\"elementor-sub-item\" tabindex=\"-1\">About the Conference<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7865\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/testimonial-videos\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Testimonial Videos<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7828\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/student-mentorship-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Student Mentorship Program<\/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\/2021\/about\/media-center\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Media Center<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-95\"><a href=\"\/2021\/about\/contact\" title=\"Contact\" class=\"elementor-sub-item\" tabindex=\"-1\">Contacts &#038; Inquiries<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4790\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/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-3584\"><a href=\"\/2021\/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-2400\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/authors\/submission-deadlines\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Submission Deadlines<\/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\/2021\/home\/exhibit-and-support\/opportunities\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor Opportunities<\/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\/2021\/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\/2021\/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-2398\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/attend\/edi-statement\/\" class=\"elementor-sub-item\" tabindex=\"-1\">EDI 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\/2021\/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-2450\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/attend\/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 href=\"https:\/\/qce20.quantum.ieee.org\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE20<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4095\"><a 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-15\"><a href=\"\/2021\/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 href=\"\/2021\/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-11174\"><a href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-program-2021.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Printable Fancy Final Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-8070\"><a href=\"\/2021\/conference-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8066\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3860\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/virtual-qce21-event\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Virtual Event<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7866\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/testimonial-videos\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Testimonial Videos<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7829\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/student-mentorship-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Student Mentorship Program<\/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\/2021\/attend\/edi-statement\/\" class=\"elementor-sub-item\" tabindex=\"-1\">EDI Statement<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-99\"><a href=\"\/2021\/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\/2021\/attend\/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=\"\/2021\/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-10019\"><a href=\"\/2021\/program\/#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">Program Overview<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11173\"><a href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-program-2021.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Fancy Printable Final Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-9040\"><a target=\"_blank\" href=\"\/2021\/wp-content\/uploads\/sites\/3\/2021\/10\/QCE21-Final-Program-at-a-Glance.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Final Program at-a-Glance<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2188\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/conference-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE21 Program Synopsis<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5598\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/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-page menu-item-9728\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/exhibits-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibits Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7830\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/about\/student-mentorship-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Student Mentorship Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-2002\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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-2001\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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-2061\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/technical-papers-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Technical Papers Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-1998\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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-2000\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/posters-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Posters Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-post menu-item-1999\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/blog\/2021\/02\/15\/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=\"\/2021\/exhibitors-patron-sponsors-supporters\/\" title=\"Exhibit &#038; Support\" class=\"elementor-item\" tabindex=\"-1\">Exhibits &#038; Sponsors<\/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-9727\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/program\/exhibits-program\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibits Program<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7635\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/exhibitors-patron-sponsors-supporters\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitors, Patron Sponsors &#038; Supporters<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-146\"><a href=\"\/2021\/exhibit-and-support\/opportunities\" title=\"Opportunities\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor &#038; Sponsorship Opportunities<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4167\"><a target=\"_blank\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-prospectus-2021.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor &#038; Sponsorship Prospectus<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-8319\"><a href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/quantum\/exhibitor-experience-guide.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">Exhibitor Experience Guide<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-4770\"><a target=\"_blank\" href=\"\/2021\/wp-content\/uploads\/sites\/3\/2021\/06\/QCE-2021-Exhibitor-Information.Rev1_.pdf\" class=\"elementor-sub-item\" tabindex=\"-1\">FAQ on Exhibits &#038; Sponsorship Info<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5212\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/platinum-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Platinum Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4727\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/gold-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Gold Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5019\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/silver-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Silver Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-5020\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/bronze-exhibitors-sponsors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Bronze Exhibitors &#038; Sponsors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6112\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/home\/exhibit-and-support\/supporter-exhibitors\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Supporter &#038; Exhibitors<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-4057\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/authors\/conference-topics\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Conference Topics<\/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\/2021\/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\/2021\/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-112\"><a href=\"\/2021\/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=\"\/2021\/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-1292\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/authors\/conference-topics\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Conference Topics<\/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\/2021\/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-3585\"><a href=\"\/2021\/authors\/key-deadlines\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Key Deadlines<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-2757\"><a href=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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=\"\/2021\/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-1449\"><a href=\"https:\/\/easychair.org\/cfp\/QCE21\" class=\"elementor-sub-item\" tabindex=\"-1\">EasyChair CFP<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1448\"><a href=\"https:\/\/easychair.org\/conferences\/?conf=qce21\" class=\"elementor-sub-item\" tabindex=\"-1\">EasyChair Submit<\/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=\"\/2021\/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\/2021\/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-7645\"><a href=\"https:\/\/web.cvent.com\/event\/401e3a11-556f-4edb-bdc3-375741fef723\/summary\" class=\"elementor-sub-item\" tabindex=\"-1\">Register Now<\/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=\"\/2021\/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-custom menu-item-object-custom menu-item-3392\"><a href=\"\/2021\/about\/contact\" class=\"elementor-sub-item\" tabindex=\"-1\">Contacts<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3090\"><a href=\"\/2021\/committees\/organizing-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Organizing Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3294\"><a href=\"\/2021\/committees\/steering-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Steering Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-152\"><a href=\"\/2021\/committees\/program-committee\" class=\"elementor-sub-item\" tabindex=\"-1\">Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6467\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/tutorials-selection-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutorials Selection Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6481\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/workshops-selection-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Workshops Selection Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6551\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/panels-selection-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Panels Selection Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6587\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/posters-program-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Posters Program Committee<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6564\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/committees\/bofs-selection-committee\/\" class=\"elementor-sub-item\" tabindex=\"-1\">BoFs Selection 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\/2021\/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-custom menu-item-object-custom menu-item-11713\"><a href=\"https:\/\/ieeecsqce.wpengine.com\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE22 Website<\/a><\/li>\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\/2021\/qce\/qce21-news\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE21 News &amp; Updates<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3615\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/qce\/qce21-sitemap\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE21 Sitemap<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3616\"><a href=\"https:\/\/qce.quantum.ieee.org\/2021\/qce\/qce20-recap\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE20 Recap<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3533\"><a href=\"https:\/\/qce20.quantum.ieee.org\/\" class=\"elementor-sub-item\" tabindex=\"-1\">QCE20 Website<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-3677\"><a 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 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\/2021\/\">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>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<h3>Tutorials Chair and Contact<\/h3>\n<p>Scott Koziol, Baylor University \u2014 <a href=\"mailto:scott_koziol@baylor.ed\">scott_koziol@baylor.edu<\/a><\/p>\n<h3 style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif; color: #333333;\"><span style=\"color: inherit; font-family: inherit; font-size: 1.75rem;\">Tutorials Program<\/span><\/h3>\n<p>Each tutorial at IEEE Quantum Week 2021 is 3.0 or 4.5 hours long (i.e., two or three sessions on the same day of 90 mins with 45 mins breaks between the sessions)\u00a0as follows: <span style=\"font-weight: bold;\">10:45-12:15, 13:00-14:30, and 15:15-16:45 Mountain Time (MDT) or UTC-6. Note Sunday, Oct 17 tutorials are at different times.<\/span><\/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-51dd558 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51dd558\" 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-0bf7561\" data-id=\"0bf7561\" 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-72d2905 elementor-widget elementor-widget-template\" data-id=\"72d2905\" 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=\"10199\" class=\"elementor elementor-10199\" 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-a130e7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a130e7f\" 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-d58078b\" data-id=\"d58078b\" 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-d9d0815 elementor-widget elementor-widget-template\" data-id=\"d9d0815\" 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=\"10186\" class=\"elementor elementor-10186\" 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-0f41a16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f41a16\" 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-2ffc030\" data-id=\"2ffc030\" 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-210667e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"210667e\" 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-20 elementor-top-column elementor-element elementor-element-dc60d02\" data-id=\"dc60d02\" 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-260a5ff elementor-widget elementor-widget-template\" data-id=\"260a5ff\" 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=\"11695\" class=\"elementor elementor-11695\" 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-5d16030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d16030\" 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-c3d9da1\" data-id=\"c3d9da1\" 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-e19b1cf elementor-widget elementor-widget-template\" data-id=\"e19b1cf\" 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=\"11691\" class=\"elementor elementor-11691\" 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-6a7bd57 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a7bd57\" 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-a0e106c\" data-id=\"a0e106c\" 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-88cf0bd elementor-button-success elementor-widget elementor-widget-button\" data-id=\"88cf0bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/ieeecsqce.wpengine.com\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\"><big>Participate<br>in QCE22<\/big><\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-c1aab1a\" data-id=\"c1aab1a\" 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-6382b0d elementor-widget elementor-widget-template\" data-id=\"6382b0d\" 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=\"11166\" class=\"elementor elementor-11166\" 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-5d16030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d16030\" 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-c3d9da1\" data-id=\"c3d9da1\" 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-e19b1cf elementor-widget elementor-widget-template\" data-id=\"e19b1cf\" 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=\"11163\" class=\"elementor elementor-11163\" 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-0f41a16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f41a16\" 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-2ffc030\" data-id=\"2ffc030\" 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-4f3ccf3 elementor-align-center elementor-mobile-align-justify elementor-widget__width-initial elementor-tablet-align-justify elementor-button-success elementor-widget elementor-widget-button\" data-id=\"4f3ccf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/ieeecs-media.computer.org\/media\/conferences\/resources\/quantum-program-2021.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Fancy Final Program<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-73f8f72\" data-id=\"73f8f72\" 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-a2c240f elementor-widget elementor-widget-template\" data-id=\"a2c240f\" 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=\"10039\" class=\"elementor elementor-10039\" 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-5d16030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d16030\" 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-c3d9da1\" data-id=\"c3d9da1\" 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-e19b1cf elementor-widget elementor-widget-template\" data-id=\"e19b1cf\" 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=\"10036\" class=\"elementor elementor-10036\" 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-0f41a16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f41a16\" 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-2ffc030\" data-id=\"2ffc030\" 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-4f3ccf3 elementor-align-center elementor-mobile-align-justify elementor-widget__width-initial elementor-tablet-align-justify elementor-button-success elementor-widget elementor-widget-button\" data-id=\"4f3ccf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/ieeecsqce.wpengine.com\/2021\/program\/#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Final<br>Program<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-bb98b2a\" data-id=\"bb98b2a\" 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-bdcc615 elementor-widget elementor-widget-template\" data-id=\"bdcc615\" 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=\"8994\" class=\"elementor elementor-8994\" 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-5d16030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d16030\" 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-c3d9da1\" data-id=\"c3d9da1\" 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-e19b1cf elementor-widget elementor-widget-template\" data-id=\"e19b1cf\" 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=\"8989\" class=\"elementor elementor-8989\" 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-0f41a16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f41a16\" 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-2ffc030\" data-id=\"2ffc030\" 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-4f3ccf3 elementor-align-center elementor-mobile-align-justify elementor-widget__width-initial elementor-tablet-align-justify elementor-button-info elementor-widget elementor-widget-button\" data-id=\"4f3ccf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-lg\" href=\"https:\/\/ieeecsqce.wpengine.com\/2021\/wp-content\/uploads\/2021\/10\/QCE21-Final-Program-at-a-Glance.pdf\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Program-at-a-Glance<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-bff3e7e\" data-id=\"bff3e7e\" 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-b4aac70 elementor-widget elementor-widget-template\" data-id=\"b4aac70\" 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=\"11695\" class=\"elementor elementor-11695\" 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-5d16030 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d16030\" 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-c3d9da1\" data-id=\"c3d9da1\" 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-e19b1cf elementor-widget elementor-widget-template\" data-id=\"e19b1cf\" 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=\"11691\" class=\"elementor elementor-11691\" 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-6a7bd57 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a7bd57\" 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-a0e106c\" data-id=\"a0e106c\" 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-88cf0bd elementor-button-success elementor-widget elementor-widget-button\" data-id=\"88cf0bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/ieeecsqce.wpengine.com\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\"><big>Participate<br>in QCE22<\/big><\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\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<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f90820f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f90820f\" 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-00a49c7\" data-id=\"00a49c7\" 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-d4b0be5 elementor-widget elementor-widget-template\" data-id=\"d4b0be5\" 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=\"7374\" class=\"elementor elementor-7374\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" 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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=\"11793\" class=\"elementor elementor-11793\" 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-5ac88045 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5ac88045\" 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-19072e50\" data-id=\"19072e50\" 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-10291d63 elementor-widget elementor-widget-spacer\" data-id=\"10291d63\" 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-4729faac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4729faac\" 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-dd1269e\" data-id=\"dd1269e\" 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-14b026db elementor-widget elementor-widget-menu-anchor\" data-id=\"14b026db\" 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-5d738f30 elementor-widget elementor-widget-spacer\" data-id=\"5d738f30\" 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-254df160 elementor-widget elementor-widget-text-editor\" data-id=\"254df160\" 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-5a0d29ad elementor-widget elementor-widget-heading\" data-id=\"5a0d29ad\" 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\">QCE21 Tutorials &mdash; 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-7b43231f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7b43231f\" 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-5a00dfa4\" data-id=\"5a00dfa4\" 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-29b7c589 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"29b7c589\" 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=\"#pakinrieffel\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sun, Oct 17 \u2014 Tut 01 \u2014 Introduction to 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=\"#pakinrieffel\" >\n\t\t\t\t\t\t\tSun, Oct 17 \u2014 Tut 01 \u2014 Introduction to 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\tScott Pakin: Los Alamos National Laboratory (LANL), USA<br>Eleanor G. Rieffel: NASA Ames Research Center, USA\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-c54603d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c54603d\" 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-10eb49c\" data-id=\"10eb49c\" 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-2d8a8605 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2d8a8605\" 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=\"#weiwenjiang\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sun, Oct 17 \u2014 Tut 02 \u2014 QuantumFlow: An End-to-End Quantum Neural Network Acceleration Framework\">\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=\"#weiwenjiang\" >\n\t\t\t\t\t\t\tSun, Oct 17 \u2014 Tut 02 \u2014 QuantumFlow: An End-to-End Quantum Neural Network Acceleration Framework\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\tWeiwen Jiang: George Mason University, USA<br>\nJinjun Xiong: IBM Quantum, IBM T.J. Watson Research Center, USA<br>\nYiyu Shi: University of Notre Dame, USA\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-56b58b99 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56b58b99\" 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-388dd431\" data-id=\"388dd431\" 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-113f203e elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"113f203e\" 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=\"#andreasthomasen\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sun, Oct 17 \u2014 Tut 03 \u2014Quantum Chemistry Hands-on Simulation of Quantum Circuits and Applications\t&lt;\/b&gt;\">\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=\"#andreasthomasen\" >\n\t\t\t\t\t\t\tSun, Oct 17 \u2014 Tut 03 \u2014Quantum Chemistry Hands-on Simulation of Quantum Circuits and Applications\t<\/b>\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\tAndreas Thomasen, Jiabao Chen, Elena Yndurain: QunaSys, Japan \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-36d5a5d9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"36d5a5d9\" 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-aeb2a87\" data-id=\"aeb2a87\" 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-668b5355 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"668b5355\" 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=\"#jameswootton\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 04 \u2014 Benchmarking Near-term Devices with Quantum Error Correction\">\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=\"#jameswootton\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 04 \u2014 Benchmarking Near-term Devices with Quantum Error Correction\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\tJames Wootton: IBM Quantum, Z\u00fcrich, Switzerland\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-2a2f97d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a2f97d6\" 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-1f1c1fce\" data-id=\"1f1c1fce\" 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-518682da elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"518682da\" 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=\"#carmenalmudever\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 05 \u2014 Learning Quantum-accelerated Scientific Computing with LibKet\">\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=\"#carmenalmudever\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 05 \u2014 Learning Quantum-accelerated Scientific Computing with LibKet\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\tCarmen G. Almudever: Technical University of Valencia, Spain<br>\nMatthias M\u00f6ller: Delft University of Technology, The Netherlands\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-1505bee9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1505bee9\" 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-424c762f\" data-id=\"424c762f\" 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-5243c05f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5243c05f\" 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=\"#wimlavrijsen\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 06 \u2014 Workflow for Hybrid Quantum-Classical Algorithm\">\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=\"#wimlavrijsen\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 06 \u2014 Workflow for Hybrid Quantum-Classical Algorithm\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\tWim Lavrijsen, Juliane Mueller, Ed Younis: Lawrence Berkeley National Laboratory (LBNL), USA<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-63397e0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63397e0\" 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-131e6482\" data-id=\"131e6482\" 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-4dc6a0cd elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4dc6a0cd\" 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=\"#pabloantoniomorenocahsares\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 07 \u2014 Quantum Metropolis Solver: A Quantum Walk Software for Optimization Problems\">\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=\"#pabloantoniomorenocahsares\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 07 \u2014 Quantum Metropolis Solver: A Quantum Walk Software for Optimization Problems\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\tPablo Antonio Moreno Casares, Roberto Campos, Miguel \u00c1ngel Martin-Delgado: Universidad Complutense de Madrid, Spain\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-5d68e254 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d68e254\" 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-25e43d71\" data-id=\"25e43d71\" 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-2dc0f837 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2dc0f837\" 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=\"#jessieyu\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Tue, Oct 19 \u2014 Tut 08 \u2014 Introduction to the Qiskit Runtime, a platform for efficient quantum-classical computation\">\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=\"#jessieyu\" >\n\t\t\t\t\t\t\tTue, Oct 19 \u2014 Tut 08 \u2014 Introduction to the Qiskit Runtime, a platform for efficient quantum-classical computation\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\tJessie Yu, Jennifer Glick: IBM Quantum, IBM Research Yorktown Heights, USA\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-4dc5b5ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4dc5b5ac\" 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-2ff3e9c6\" data-id=\"2ff3e9c6\" 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-68b6d715 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"68b6d715\" 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=\"#henriquesilverio\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Tue, Oct 19 \u2014 Tut 09 \u2014 Pulse-level Programming of Neutral-Atom Devices with Pulser\">\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=\"#henriquesilverio\" >\n\t\t\t\t\t\t\tTue, Oct 19 \u2014 Tut 09 \u2014 Pulse-level Programming of Neutral-Atom Devices with Pulser\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\tHenrique Silv\u00e9rio, Sebasti\u00e1n Grijalva, Loic Henriet: Pasqal, France\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-55189d5e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"55189d5e\" 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-72fc98a3\" data-id=\"72fc98a3\" 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-61a60a41 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"61a60a41\" 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=\"#hongbinliu\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Wed, Oct 20 \u2014 Tut 10 \u2014 Automatic Quantum Resource Estimation for Chemistry Applications at Scale&lt;\/b&gt;\">\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=\"#hongbinliu\" >\n\t\t\t\t\t\t\tWed, Oct 20 \u2014 Tut 10 \u2014 Automatic Quantum Resource Estimation for Chemistry Applications at Scale<\/b>\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\tHongbin Liu, Guang Hao Low, Martin Roetteler, Mathias Soeken: Microsoft Quantum, USA\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-1464b27e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1464b27e\" 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-64c43d41\" data-id=\"64c43d41\" 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-3f29bfe8 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3f29bfe8\" 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=\"#konstantinosmeichanetzidis\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Wed, Oct 20 \u2014 Tut 11 \u2014  lambeq: A Python Library for Compositional Quantum Natural Language Processing\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-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=\"#konstantinosmeichanetzidis\" >\n\t\t\t\t\t\t\tWed, Oct 20 \u2014 Tut 11 \u2014  lambeq: A Python Library for Compositional Quantum 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\tKonstantinos Meichanetzidis: Cambridge Quantum Computing (CQC), UK\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-387da9a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"387da9a9\" 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-61f48298\" data-id=\"61f48298\" 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-65e81699 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"65e81699\" 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=\"#thomasalexander\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Wed, Oct 20 \u2014 Tut 12 \u2014 Real-time Control of Quantum Computers with OpenQASM3, Qiskit, and IBM Quantum Services\">\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=\"#thomasalexander\" >\n\t\t\t\t\t\t\tWed, Oct 20 \u2014 Tut 12 \u2014 Real-time Control of Quantum Computers with OpenQASM3, Qiskit, and IBM Quantum Services\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\tThomas Alexander: IBM Quantum, Canada<br>\nMichael Healy: IBM Quantum, USA<br>\nHossein Ajallooiean: IBM Quantum, Switzerland\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-235937b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"235937b\" 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-5291d0cc\" data-id=\"5291d0cc\" 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-45b92d5d elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"45b92d5d\" 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=\"#maxrossmannek\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 13 \u2014 Quantum Algorithms for Applications on the Natural Sciences Domain\t\">\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=\"#maxrossmannek\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 13 \u2014 Quantum Algorithms for Applications on the Natural Sciences Domain\t\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\tMax Rossmannek: IBM Quantum, IBM Research Europe\nZ\u00fcrich, Switzerland<br>\nGavin Jones: IBM Quantum, IBM Research\nSan Jose, USA<br>\nPanagiotis Barkoutsos: IBM Quantum, IBM Research Europe Z\u00fcrich, Switzerland\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-33bac8ea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"33bac8ea\" 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-676712e9\" data-id=\"676712e9\" 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-58c63304 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"58c63304\" 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=\"#sebastianfeld\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 14 \u2014  OpenQL: A Portable Quantum Programming Framework for Quantum Accelerators\">\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=\"#sebastianfeld\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 14 \u2014  OpenQL: A Portable Quantum Programming Framework for Quantum Accelerators\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\tSebastian Feld, Medina Bandic, Hans van Someren, Jeroen van Straten:\u00a0Delft University of Technology, The Netherlands\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-2e39200f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2e39200f\" 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-52315c67\" data-id=\"52315c67\" 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-36c13cb2 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"36c13cb2\" 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=\"#kaihudek\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 15 \u2014 Understanding the Fundamentals of Trapped Ion 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=\"#kaihudek\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 15 \u2014 Understanding the Fundamentals of Trapped Ion 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\tKai Hudek, Yunseong Nam, Denise Ruffner: IonQ, Inc., USA\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-7e806a86 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7e806a86\" 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-160e03d7\" data-id=\"160e03d7\" 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-341b9763 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"341b9763\" 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=\"#oliverpfister\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 16 \u2014 Photonic 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=\"#oliverpfister\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 16 \u2014 Photonic 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\tOlivier Pfister: University of Virginia, USA\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-7f0ccaab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f0ccaab\" 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-10daa878\" data-id=\"10daa878\" 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-585cc27c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"585cc27c\" 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=\"#brahmanithota\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Fri, Oct 22 \u2014 Tut 17 \u2014 IBM Certified Developer Quantum Computation using Qiskit v0.2xTutorial\">\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=\"#brahmanithota\" >\n\t\t\t\t\t\t\tFri, Oct 22 \u2014 Tut 17 \u2014 IBM Certified Developer Quantum Computation using Qiskit v0.2xTutorial\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\tBrahmani Thota, James Weaver: IBM Quantum, IBM T.J. Watson Research Center, USA\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-777d8d92 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"777d8d92\" 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-5c24198c\" data-id=\"5c24198c\" 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-666f9794 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"666f9794\" 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=\"#stevenbleiler\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Fri, Oct 22 \u2014 Tut 18 \u2014 Quantum Computation for Data Scientists\">\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=\"#stevenbleiler\" >\n\t\t\t\t\t\t\tFri, Oct 22 \u2014 Tut 18 \u2014 Quantum Computation for Data Scientists\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\tSteven Bleiler, Marek Perkowski: Portland State University, USA\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-44cd82f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44cd82f8\" 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-23cd0f9f\" data-id=\"23cd0f9f\" 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-6ba1d0b8 elementor-widget elementor-widget-menu-anchor\" data-id=\"6ba1d0b8\" 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=\"weiwenjiang\"><\/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-364570d6 elementor-widget elementor-widget-spacer\" data-id=\"364570d6\" 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-5932260f elementor-widget elementor-widget-text-editor\" data-id=\"5932260f\" 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-33fc4b76 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"33fc4b76\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sun, Oct 17 \u2014 Tut 02 \u2014 QuantumFlow: An End-to-End Quantum Neural Network Acceleration Framework\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tSun, Oct 17 \u2014 Tut 02 \u2014 QuantumFlow: An End-to-End Quantum Neural Network Acceleration Framework\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\tWeiwen Jiang: George Mason University, USA<br>\nJinjun Xiong: IBM Quantum, IBM T.J. Watson Research Center, USA<br>\nYiyu Shi: University of Notre Dame, USA\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-274846b elementor-widget elementor-widget-text-editor\" data-id=\"274846b\" 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;font-size: 18px\">Sunday, Oct 17, 2021<\/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-3e2da72 elementor-widget elementor-widget-text-editor\" data-id=\"3e2da72\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-15:15 Mountain Time (MDT) \u2014 UTC-6<\/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-77cadc38 elementor-widget elementor-widget-text-editor\" data-id=\"77cadc38\" 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 one of the most popular machine learning algorithms, neural networks have been applied in a wide variety of applications, such as autonomous vehicles, simultaneous translation, and diagnostic medical imaging. With the increasing requirement on analyzing the large-scale data (e.g., 10<sup>8<\/sup> pixels for one 3D-CT medical image), neural networks encounter both memory-wall and compute-bound on classical computers. With the extremely high parallelism in representing and processing information, Quantum Computing is promising to address these limitations. But, how to make full use of the powerful quantum computers to accelerate neural networks is still unclear. QuantumFlow, published at Nature Communications this year, is an end-to-end framework to optimize neural networks onto a given quantum processor. Importantly, following the co-design philosophy, the developed quantum neurons in QuantumFlow demonstrate the quantum advantage. In this tutorial, we will introduce how to conduct the co-design of neural networks and quantum circuits. We will have hands-on experience in implementing the neural network on the quantum circuit. Finally, targeting the near-term quantum computers, we will present the current solution in QuantumFlow, discuss the existing challenges, and show our perspective of quantum machine learning in the NISQ-Era. All attendees will leave with code examples that they can use as the backbone implementation to their own projects.<\/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-24a22168 elementor-widget elementor-widget-text-editor\" data-id=\"24a22168\" 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, \nNeural Network, Quantum Circuits, Co-Design Optimization, Quantum Accelerator, Quantum Advantage, Hands-On Programming<\/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-47306847 elementor-widget elementor-widget-text-editor\" data-id=\"47306847\" 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 of this tutorial is aimed at <b>40% beginner and 60% intermediate<\/b> level attendees, but materials should be interesting and useful even for advanced level attendees. We expect the typical attendee to be a beginner in quantum computing or machine learning, and be familiar with Python.<\/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-354ad077 elementor-widget elementor-widget-text-editor\" data-id=\"354ad077\" 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 bridge the gap between neural network design and quantum circuit design, and therefore, it is appropriate for both the computer scientists or hobbyists with interests in applying their machine learning model to quantum computing and the quantum computing hobbyists with the interests in quantum machine learning. The first session of the tutorial will cover background on both machine learning and quantum computing to synchronize all attendees on the same page. Additionally, we will present the co-design approach applied in QuantumFlow to enable the quantum neuron achieving quantum advantage. In the second session, attendees will have the opportunity to implement the quantum neurons on IBM Qiskit using Google Colab. The third session will introduce the developed mapping optimizer in QuantumFlow, the challenge and perspective of quantum neural network in the near-term 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-6b21a55e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b21a55e\" 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-5f77c7a1\" data-id=\"5f77c7a1\" 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-737e07a2 elementor-widget elementor-widget-menu-anchor\" data-id=\"737e07a2\" 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=\"konstantinosmeichanetzidis\"><\/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-7c157d5c elementor-widget elementor-widget-spacer\" data-id=\"7c157d5c\" 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-49a81380 elementor-widget elementor-widget-text-editor\" data-id=\"49a81380\" 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-17513cd7 elementor-widget elementor-widget-text-editor\" data-id=\"17513cd7\" 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;font-size: 18px\">Wednesday, Oct 20, 2021<\/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-37a79eaf elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"37a79eaf\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Wed, Oct 20 \u2014 Tut 11 \u2014  lambeq: A Python Library for Compositional Quantum 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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tWed, Oct 20 \u2014 Tut 11 \u2014  lambeq: A Python Library for Compositional Quantum 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\tKonstantinos Meichanetzidis: Cambridge Quantum Computing (CQC), UK\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-350fca9b elementor-widget elementor-widget-text-editor\" data-id=\"350fca9b\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>10:45-12:15<\/b> Mountain Time (MDT) \u2014 UTC-6\u00a0<\/span>\u2014<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\u00a0<b>90 mins only<\/b><\/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-728278ef elementor-widget elementor-widget-text-editor\" data-id=\"728278ef\" 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 Algorithms, Natural Language Processing, large, Quantum Natural Language Processing Experiment<\/span>\u00a0<\/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-6df8bf97 elementor-widget elementor-widget-text-editor\" data-id=\"6df8bf97\" 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 for this tutorial is 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-23c080a1 elementor-widget elementor-widget-text-editor\" data-id=\"23c080a1\" 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 is a mix of developers and educators who would like to know more about software tools to conduct experiments. in quantum natural language processing.<\/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-1ec163b5 elementor-widget elementor-widget-text-editor\" data-id=\"1ec163b5\" 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 introduce distributional-compositional models of natural language semantics and how they can be instantiated in terms of quantum circuits. Then we show examples of simple NLP tasks that can be implemented on existing quantum hardware. Finally, we present our open-source Python library lambeq (pronounced &#8220;Lambek&#8221;), which enables the design and implementation of such large-scale quantum natural language processing experiments. By coupling to a combinatory categorial grammr parser and by choices of circuit ansaetze, lambeq can automatically convert any given sentence to a quantum circuit, as part of a quantum machine learning pipeline.\n<\/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-1d4a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1d4a\" 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-6c1c4342\" data-id=\"6c1c4342\" 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-65ba222a elementor-widget elementor-widget-menu-anchor\" data-id=\"65ba222a\" 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=\"pabloantoniomorenocahsares\"><\/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-d9b141c elementor-widget elementor-widget-spacer\" data-id=\"d9b141c\" 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-59c75bf5 elementor-widget elementor-widget-text-editor\" data-id=\"59c75bf5\" 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-47c93823 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"47c93823\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 07 \u2014 Quantum Metropolis Solver: A Quantum Walk Software for Optimization Problems\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 07 \u2014 Quantum Metropolis Solver: A Quantum Walk Software for Optimization Problems\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\tPablo Antonio Moreno Casares, Roberto Campos, Miguel \u00c1ngel Martin-Delgado: Universidad Complutense de Madrid, Spain\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-566c332c elementor-widget elementor-widget-text-editor\" data-id=\"566c332c\" 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;font-size: 18px\">Monday, Oct 18, 2021<\/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-6d7dd23 elementor-widget elementor-widget-text-editor\" data-id=\"6d7dd23\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-16:45 Mountain Time (MDT) \u2014 UTC-6<\/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-48ab36d5 elementor-widget elementor-widget-text-editor\" data-id=\"48ab36d5\" 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\">Starting from the Quantum Computing fundamentals, we present a complete guided tour of an important family of quantum algorithms: quantum walks and their practical applications. Our goal is to give a solid basis to explain how to develop a quantum walk for an optimization application that can be applied to a wide range of areas like artificial intelligence, bioinformatics or finance.\nWe start with a pedagogical review of Grover&#8217;s algorithm, a basic tool providing quadratic speedups in a diverse set of situations. From there, we elaborate on how to generalize it to Quantum Walks, and how they can be used to solve optimization problems.\nAdditionally, in this tutorial we aim to go further and use quantum walks in heuristic settings. For that, we introduce a software tool called Quantum Metropolis Solver (QMS) aiming to allow researchers to explore what uses of a quantum Metropolis Algorithm may provide advantages. The platform, that follows an easy-to-use paradigm, can be seen as a white box in which the user introduces a description of the problem and gets back a comparison of classical and quantum performance.\nThis quantum software is especially well-suited to hands-on implementation of case studies with a potential commercial interest. As a prominent example of this, we introduce QFold: quantum walks and deep learning to solve protein folding. Qfold is the perfect example in which QMS compares the performance of classical vs quantum algorithms in a key problem in bioinformatics like protein folding.<\/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-3442cb91 elementor-widget elementor-widget-text-editor\" data-id=\"3442cb91\" 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, Grover algorithm, Quantum walks, Quantum Metropolis Solver, Benchmarking,\nApplications, Optimization, Bioinformatics, Protein folding, QFold<\/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-178cbaf0 elementor-widget elementor-widget-text-editor\" data-id=\"178cbaf0\" 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 begins explaining the basic aspects of Quantum Computing and it goes over all steps to build a Quantum Walk algorithm. This path offers an accessible tutorial for beginners with some background on Quantum Computing. It is especially well suited for skilled users aiming at practical application to bioinformatics and other optimization problems. Python background is also helpful but not required. The content level is distributed as <b>30% beginner, 50% intermediate and 20% advanced<\/b>.<\/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-76dca5d9 elementor-widget elementor-widget-text-editor\" data-id=\"76dca5d9\" 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 targeted for practitioners with science, technology, engineering and mathematics (STEM) background and<br \/>general quantum computing researchers interested in optimization problems. Besides, anyone who wants to apply quantum computing to a specific problem will have the opportunity to understand the process from scratch up to a functional software tool. Any attendee will understand and learn the quantum computing basis behind quantum walks, so previous notions about quantum computing will help to follow the explanations. In addition, the audience will see how to construct a software tool (based on quantum walks) and how to use it in a bioinformatics optimization problem. Previous general programming skills (especially Python) will help to a better understanding of the tutorial. Nonetheless, we expect the tutorial will be very fruitful without any previous programming training.<\/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-3c13aea9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c13aea9\" 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-2ad23bc4\" data-id=\"2ad23bc4\" 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-432b1df elementor-widget elementor-widget-menu-anchor\" data-id=\"432b1df\" 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=\"jessieyu\"><\/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-278066b7 elementor-widget elementor-widget-spacer\" data-id=\"278066b7\" 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-4d99eb25 elementor-widget elementor-widget-text-editor\" data-id=\"4d99eb25\" 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-5d701dea elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5d701dea\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Tue, Oct 19 \u2014 Tut 08 \u2014 Introduction to the Qiskit Runtime, a platform for efficient quantum-classical computation\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tTue, Oct 19 \u2014 Tut 08 \u2014 Introduction to the Qiskit Runtime, a platform for efficient quantum-classical computation\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\tJessie Yu, Jennifer Glick: IBM Quantum, IBM Research Yorktown Heights, USA\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-35f8b6fc elementor-widget elementor-widget-text-editor\" data-id=\"35f8b6fc\" 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;font-size: 18px\">Tuesday, Oct 19, 2021<\/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-218ec498 elementor-widget elementor-widget-text-editor\" data-id=\"218ec498\" 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\">Time:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>10:45-14:30<\/b> Mountain Time (MDT) \u2014 UTC-6&nbsp;<\/span>\u2014<span style=\", sans-serif;font-size: 18px\">&nbsp;<span style=\"font-weight: 700\">Two sessions of 90 mins<\/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-553d8e8e elementor-widget elementor-widget-text-editor\" data-id=\"553d8e8e\" 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 continued need to be able to execute more complex quantum workloads, driven by algorithms that combine classical and quantum computation in the same execution cycle. This need drives fundamental changes in quantum execution architectures to enable efficient interactions between classical and quantum processors. In this tutorial, we will introduce users to the Qiskit Runtime, a new platform for describing workload execution at the level of programs rather than circuits. We will show users how to invoke program execution in a remote environment with low-latency interactions to quantum hardware. We will also show users how to solve tasks using a collection of pre-built programs. Then we will show how users can write their own quantum programs to upload into the IBM Quantum service.<\/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-30ed6b0 elementor-widget elementor-widget-text-editor\" data-id=\"30ed6b0\" 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\">\nQiskit runtime, Quantum Development Kit, Quantum program on the cloud, Quantum program as a service, Python-based, OpenQASM, learning resources, Quantum programming<\/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-1f378553 elementor-widget elementor-widget-text-editor\" data-id=\"1f378553\" 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 <b><i>60% beginner and 40% intermediate<\/i><\/b>. We expect the typical attendee to have had exposure to programming in Python and some basic knowledge about Quantum Computing. Some familiarity with Qiskit would also help. Prior to attending the tutorial session, participants are expected to have both Python and Qiskit installed.<\/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-48292082 elementor-widget elementor-widget-text-editor\" data-id=\"48292082\" 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 leverage quantum computing in their respective fields and are interested in learning how to execute quantum algorithms using Qiskit on the cloud and to create and deploy quantum programs as a service.<\/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-43e749bb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43e749bb\" 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-310f66af\" data-id=\"310f66af\" 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-6d86bd01 elementor-widget elementor-widget-menu-anchor\" data-id=\"6d86bd01\" 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=\"andreasthomasen\"><\/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-e2439ec elementor-widget elementor-widget-spacer\" data-id=\"e2439ec\" 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-77c1c0ea elementor-widget elementor-widget-text-editor\" data-id=\"77c1c0ea\" 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-37be94b0 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"37be94b0\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sun, Oct 17 \u2014 Tut 03 \u2014Quantum Chemistry Hands-on Simulation of Quantum Circuits and Applications\t&lt;\/b&gt;\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tSun, Oct 17 \u2014 Tut 03 \u2014Quantum Chemistry Hands-on Simulation of Quantum Circuits and Applications\t<\/b>\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\tAndreas Thomasen, Jiabao Chen, Elena Yndurain: QunaSys, Japan \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-47f69fec elementor-widget elementor-widget-text-editor\" data-id=\"47f69fec\" 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;font-size: 18px\">Sunday, Oct 17, 2021<\/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-35a19342 elementor-widget elementor-widget-text-editor\" data-id=\"35a19342\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">16:00-19:00 Mountain Time (MDT) \u2014 UTC-6<\/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-3e6fa8f1 elementor-widget elementor-widget-text-editor\" data-id=\"3e6fa8f1\" 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 chemistry focuses on understanding the electronic structure and molecular dynamics at a foundational level, it is used to accurately predict chemical and physical properties of molecules and materials, to be applied in industry fields of pharma or materials design for example. In this tutorial, we teach quantum computing key concepts, their applications to quantum chemistry, and experiment with quantum algorithm development tools. Approximately half of the tutorial material can be followed by all levels, the other half is more code-oriented and requires an intermediate-advance level. We show in detail how quantum algorithms solving chemistry problems work; in particular, the variational quantum eigensolver (VQE). We use one of the world&#8217;s fastest quantum simulators, Qulacs, a versatile Variational Quantum Circuit Simulator to test how to simulate quantum algorithms. We also showcase Qamuy, a quantum chemistry framework that allows us to easily perform VQE experiments. First, we recap the basics of quantum computing starting from qubit and a few-qubit quantum circuits. Each concept is followed with hands-on simulation tests using Qulacs. Tutorial participants are encouraged to install Qulacs ahead of time \u2014 available as a Python\/C++ library. Next, we learn about VQE and implement simple VQE simulations using Qulacs. Finally, we conduct VQE experimental tests using Qamuy. After this tutorial, the participants will be able to explore the field of quantum computing by themselves and run quantumcircuit simulations using industry-recognized tools.\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-e1f957f elementor-widget elementor-widget-text-editor\" data-id=\"e1f957f\" 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\">\nQuantum computing, quantum algorithms, NISQ, quantum chemistry, 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-278e8039 elementor-widget elementor-widget-text-editor\" data-id=\"278e8039\" 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 level is a mix of approximately <b>20% beginner, 60% intermediate, 20% advanced<\/b>, each will take away different learnings from learning the quantum chemistry foundational concepts, code quantum circuits using classical simulators, and test in-detailed the VQE algorithms. <\/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-f94ba6d elementor-widget elementor-widget-text-editor\" data-id=\"f94ba6d\" 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 mainly for engineers\/scientists\/researchers in the area of computational chemistry, who already understand the basics of quantum chemistry, to easily experience state-of-the-art algorithms for quantum chemistry on quantum computer. Therefore, the audience is expected to have basic knowledge of quantum chemistry and have an experience of software programming to implement the calculation.<\/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-7cf2c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7cf2c8\" 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-618b4b60\" data-id=\"618b4b60\" 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-1f5a043b elementor-widget elementor-widget-menu-anchor\" data-id=\"1f5a043b\" 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=\"pakinrieffel\"><\/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-6c05b7d4 elementor-widget elementor-widget-spacer\" data-id=\"6c05b7d4\" 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-550448c7 elementor-widget elementor-widget-text-editor\" data-id=\"550448c7\" 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-33e74a5 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"33e74a5\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sun, Oct 17 \u2014 Tut 01 \u2014 Introduction to 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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tSun, Oct 17 \u2014 Tut 01 \u2014 Introduction to 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\tScott Pakin: Los Alamos National Laboratory (LANL), USA<br>Eleanor G. Rieffel: NASA Ames Research Center, USA\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-36701c26 elementor-widget elementor-widget-text-editor\" data-id=\"36701c26\" 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;font-size: 18px\">Sunday, Oct 17, 2021<\/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-6f121e5a elementor-widget elementor-widget-text-editor\" data-id=\"6f121e5a\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-15:15 Mountain Time (MDT) \u2014 UTC-6<\/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-7ddf346f elementor-widget elementor-widget-text-editor\" data-id=\"7ddf346f\" 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.\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\u2019s repertoire.\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-7cdf93e4 elementor-widget elementor-widget-text-editor\" data-id=\"7cdf93e4\" 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\">\nQuantum computing, quantum annealing, circuit model, gate model, quantum algorithms, Grover\nShor, QAOA<\/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-4e7fee3 elementor-widget elementor-widget-text-editor\" data-id=\"4e7fee3\" 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:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">We expect the content level to be distributed as follows:<b>&nbsp;80% beginner, 20% intermediate, 0% advanced.<\/b> No prior knowledge of quantum computing or quantum mechanics is expected, but the final section of the tutorial goes 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-46099e7c elementor-widget elementor-widget-text-editor\" data-id=\"46099e7c\" 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 is curious about quantum computing and wants to learn how it works and what it can and cannot do. Those who know little to nothing about quantum computing will benefit more from the tutorial than those who have existing expertise in quantum mechanics or who already have had non-trivial exposure to quantum computing, but even professionals who have worked in 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-e3029e0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e3029e0\" 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-5f52b8d5\" data-id=\"5f52b8d5\" 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-49d80214 elementor-widget elementor-widget-menu-anchor\" data-id=\"49d80214\" 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=\"henriquesilverio\"><\/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-32ffbf29 elementor-widget elementor-widget-spacer\" data-id=\"32ffbf29\" 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-195d07c3 elementor-widget elementor-widget-text-editor\" data-id=\"195d07c3\" 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-2265441f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2265441f\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Tue, Oct 19 \u2014 Tut 09 \u2014 Pulse-level Programming of Neutral-Atom Devices with Pulser\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tTue, Oct 19 \u2014 Tut 09 \u2014 Pulse-level Programming of Neutral-Atom Devices with Pulser\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\tHenrique Silv\u00e9rio, Sebasti\u00e1n Grijalva, Loic Henriet: Pasqal, France\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-30ab2135 elementor-widget elementor-widget-text-editor\" data-id=\"30ab2135\" 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;font-size: 18px\">Tuesday, Oct 19, 2021<\/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-77fbe216 elementor-widget elementor-widget-text-editor\" data-id=\"77fbe216\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>10:45-14:30<\/b> Mountain Time (MDT) \u2014 UTC-6\u00a0<\/span>\u2014<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\u00a0<b>Two sessions of 90 mins<\/b><\/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-256683bf elementor-widget elementor-widget-text-editor\" data-id=\"256683bf\" 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\"> Programmable arrays of Rydberg neutral atoms are rising in notoriety thanks to recent successes in controlling and showcasing remarkable phenomena in many-body quantum physics. They are entering a more mature stage in which hundreds of atoms can be prepared and acted upon by laser pulses. In addition, the development of high-fidelity quantum gates are making them promising architectures for quantum computation.\nIn this tutorial we present Pulser, an open-source Python library for programming neutral-atom devices at the pulse level. Pulser provides a user-friendly environment for the design of pulse sequences in close contact with the hardware, along with simulation routines for studying and exploring their outcomes for small systems. It is a versatile framework for the design of quantum protocols in general, supporting the implementation of both quantum circuits and analog procedures. We will introduce \u2013with a series of walk-through code examples\u2013 how to construct the basic blocks of a sequence tailored to run on a real device. Then, we present how to put together and explore several interesting applications that have been the focus of recent research: the construction of a controlled-Z gate for digital quantum computation, which exploits the Rydberg Blockade mechanism, the preparation of an antiferromagnetic state in a 2D grid of atoms by adiabatically varying the parameters of an Ising Hamiltonian, and the solution of the Maximal Independent Set combinatorial problem, which is naturally embeddable into the Rydberg atom arrays.<\/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-4c0631e elementor-widget elementor-widget-text-editor\" data-id=\"4c0631e\" 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\">\nPasqal, Pulser, pulse-level control, neutral-atom devices, Rydberg atoms, analog computation, quantum simulation, quantum computation, Python, open-source software<\/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-9c5f995 elementor-widget elementor-widget-text-editor\" data-id=\"9c5f995\" 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: 3<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>0% beginner, 50% intermediate, 20% advance<\/b><\/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-53e76c32 elementor-widget elementor-widget-text-editor\" data-id=\"53e76c32\" 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 geared towards researchers and practitioners coming from a strong quantum physics background, who are interested in learning how neutral-atom devices work, how to program them below the level of abstraction of quantum circuits, and in what aspects they are unique when compared to other quantum device architectures.<br \/>Pulser is written in Python, so basic knowledge of it is recommended. However, no complicated coding structures are needed in Pulser, so familiarity with similar object-oriented programming languages might suffice for an attendee to follow<br \/>along.<br \/>Due to the close connection of Pulser to the underlying workings of the physical device, the physics behind how neutral-atom devices work will be laid out. However, previous familiarity with quantum physics will be beneficial, particularly when it pertains to the realization of quantum devices on various architectures (outside of neutral-atom devices, perhaps the most relevant are ion-trap devices, followed by superconducting qubits). Some understanding of the concept of a Hamiltonian, and how it describes the evolution of a system, is relevant in understanding the system at large, and crucial to<br \/>understanding the analog approach in particular.<br \/>Furthermore, knowledge of simple many-body physics models, like the quantum Ising model, will be useful for the understanding of the more nuanced details of some applications, but is not a prerequisite.<\/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-1bf39194 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1bf39194\" 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-400529b9\" data-id=\"400529b9\" 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-12f090a3 elementor-widget elementor-widget-menu-anchor\" data-id=\"12f090a3\" 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=\"carmenalmudever\"><\/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-7d28c505 elementor-widget elementor-widget-spacer\" data-id=\"7d28c505\" 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-3b095f1e elementor-widget elementor-widget-text-editor\" data-id=\"3b095f1e\" 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-59e22034 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"59e22034\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 05 \u2014 Learning Quantum-accelerated Scientific Computing with LibKet\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 05 \u2014 Learning Quantum-accelerated Scientific Computing with LibKet\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\tCarmen G. Almudever: Technical University of Valencia, Spain<br>\nMatthias M\u00f6ller: Delft University of Technology, The Netherlands\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-694c06f5 elementor-widget elementor-widget-text-editor\" data-id=\"694c06f5\" 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;font-size: 18px\">Monday, Oct 18, 2021<\/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-13353db5 elementor-widget elementor-widget-text-editor\" data-id=\"13353db5\" 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\">Time:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-14:30 Mountain Time (MDT) \u2014 UTC-6&nbsp;<\/span>\u2014<span style=\", sans-serif;font-size: 18px\">&nbsp;<\/span><span style=\", sans-serif;font-size: 18px;font-weight: bolder\">Two 90-mins&nbsp;sessions<\/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-510e583b elementor-widget elementor-widget-text-editor\" data-id=\"510e583b\" 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 an emerging compute technology that has the potential to change the way we will be solving computational problems in the future even more radically than GPUs and other types of accelerator devices did during the last decade. Quantum Processing Units (QPUs) require a fundamental redesign of algorithms to exploit the full potential of quantum mechanical phenomena such as superposition of states and entanglement which enable exponential speed-ups over classical algorithms for certain types of scientific applications. Although current quantum computing systems (i.e. NISQ devices) are far from showing their true potential, they allowed the development and implementation of hybrid quantum-classical algorithms in which QPUs are used as special-purpose accelerator devices. In this tutorial, the participants will learn how to implement quantum-accelerated scientific applications using LibKet (pronounced lib-ket), an open-source library that facilitates the development of hardware-agnostic quantum algorithms and the exploration of their behavior on different quantum processors and simulators. The tutorial will start with an introduction to quantum computing addressing essential concepts like quantum bits and registers, superposition and entanglement, up to quantum gates, circuits and algorithms. The second part will be a hands-on session on publicly available QPU backends (cloud-based quantum computer hardware platforms and software quantum computer simulators) and an introduction to their practical use via LibKet. The third part will cover a selection of more advanced quantum algorithms with potential use in computation sciences and engineering (CSE) applications.<\/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-1c8069aa elementor-widget elementor-widget-text-editor\" data-id=\"1c8069aa\" 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 programming, Quantum-accelerated scientific applications, Open-source LibKet, Executing quantum algorithms on cloud-based quantum computer hardware and simulators<\/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-6fd2f2e8 elementor-widget elementor-widget-text-editor\" data-id=\"6fd2f2e8\" 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 distributed as follows: <b>30% beginner, 50% intermediate, 20% advanced<\/b>. No prior knowledge of quantum computing is required, as the first session will introduce the attendees to the basic concepts and we gradually build up knowledge<\/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-4237dbf4 elementor-widget elementor-widget-text-editor\" data-id=\"4237dbf4\" 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 researchers and students with engineering, math, computer science or physics background without any knowledge of quantum computing and want to get introduced to this emerging field of research and want to know about its (future) potential, to experts from academia or industry interested in understanding what kind of applications can be accelerated with quantum computing and explore them by running quantum algorithms on different quantum hardware\/simulation platforms using LibKet. They will all learn how to express quantum algorithms in their quantum circuit form, how to program and execute them and how to interpret the results.<\/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-743fe707 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"743fe707\" 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-1c7c592a\" data-id=\"1c7c592a\" 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-1abd733e elementor-widget elementor-widget-menu-anchor\" data-id=\"1abd733e\" 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=\"hongbinliu\"><\/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-7d25149b elementor-widget elementor-widget-spacer\" data-id=\"7d25149b\" 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-7f6c0e42 elementor-widget elementor-widget-text-editor\" data-id=\"7f6c0e42\" 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-336cf4c elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"336cf4c\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Wed, Oct 20 \u2014 Tut 10 \u2014 Automatic Quantum Resource Estimation for Chemistry Applications at Scale&lt;\/b&gt;\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tWed, Oct 20 \u2014 Tut 10 \u2014 Automatic Quantum Resource Estimation for Chemistry Applications at Scale<\/b>\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\tHongbin Liu, Guang Hao Low, Martin Roetteler, Mathias Soeken: Microsoft Quantum, USA\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-727986f1 elementor-widget elementor-widget-text-editor\" data-id=\"727986f1\" 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;font-size: 18px\">Wednesday, Oct 20, 2021<\/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-e23eba4 elementor-widget elementor-widget-text-editor\" data-id=\"e23eba4\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>10:45-14:30<\/b> Mountain Time (MDT) \u2014 UTC-6\u00a0<\/span>\u2014<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\u00a0<span style=\"font-weight: bold\">Two sessions of 90 mins<\/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-1fb0092e elementor-widget elementor-widget-text-editor\" data-id=\"1fb0092e\" 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 computers have an exponential advantage over classical computers at estimating electronic energies. Therefore, computational chemistry is widely regarded as the killer application of future quantum computers. At the heart of computational chemistry is predicting the outcome of chemical processes to produce chemicals, drugs, or functional molecular assemblies in a cheaper, safer, and more efficient way.\nIn this tutorial, we review computational chemistry as a discipline and illustrate various quantum algorithms that can be used to solve chemistry problems. We present how such algorithms can be implemented in the quantum programming language Q# and how to perform automatic quantum resource estimation using open-source tools that are available in the Microsoft Quantum Development Kit.<\/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-69b15d1e elementor-widget elementor-widget-text-editor\" data-id=\"69b15d1e\" 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\">\nQuantum programming, Quantum chemistry, Resources estimation<\/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-4506e6f9 elementor-widget elementor-widget-text-editor\" data-id=\"4506e6f9\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>50% beginner, 25% intermediate, 25% advanced<\/b><\/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-36c594fd elementor-widget elementor-widget-text-editor\" data-id=\"36c594fd\" 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 target researchers and practitioners in the fields of chemistry, physics, and computer science. The talks will require some basic knowledge of quantum computing and quantum programming, however, no previous knowledge in computational chemistry is required. The audience will learn why computational chemistry is considered the \u201ckiller application\u201d for future quantum computers and which problems it solves. Further, we explain how to solve computational chemistry problems using quantum algorithms and how they can be expressed in a quantum program using Q#. The latter is used to perform resources estimation, in order to estimate the required capabilities of a future quantum computer to solve certain problems.<\/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-7c4c223c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c4c223c\" 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-4fdd91f6\" data-id=\"4fdd91f6\" 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-164f27b6 elementor-widget elementor-widget-menu-anchor\" data-id=\"164f27b6\" 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=\"wimlavrijsen\"><\/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-1e28759a elementor-widget elementor-widget-spacer\" data-id=\"1e28759a\" 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-1cf0d69a elementor-widget elementor-widget-text-editor\" data-id=\"1cf0d69a\" 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-65aafb1f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"65aafb1f\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 06 \u2014 Workflow for Hybrid Quantum-Classical Algorithm\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 06 \u2014 Workflow for Hybrid Quantum-Classical Algorithm\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\tWim Lavrijsen, Juliane Mueller, Ed Younis: Lawrence Berkeley National Laboratory (LBNL), USA\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-64cfa4c1 elementor-widget elementor-widget-text-editor\" data-id=\"64cfa4c1\" 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;font-size: 18px\">Monday, Oct 18, 2021<\/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-2fcd2f61 elementor-widget elementor-widget-text-editor\" data-id=\"2fcd2f61\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-16:45 Mountain Time (MDT) \u2014 UTC-6<\/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-746f4d1 elementor-widget elementor-widget-text-editor\" data-id=\"746f4d1\" 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\">Hybrid quantum-classical algorithms are prime candidates for useful work on Noisy Intermediate-Scale Quantum (NISQ) devices and an important subcategory are Variational Quantum Algorithms (VQA), which combine execution on a quantum processor with a classical optimizer. Noise, hallmark of the NISQ era, is one of the main factors limiting the usefulness of VQA and needs careful handling in any quantum workflow. At LBNL, we have developed circuit synthesizers (BQSKit) that can greatly reduce circuit depth, thus reducing the impact of gate noise; and made available classical optimizers (scikit-quant) robust in handling noisy optimization surfaces. In this tutorial, we will show how to combine these tools in a single workflow, fully integrated in the Qiskit framework, on an exemplar of the Variational Quantum Eigensolver (VQE): the Hubbard Model. The Hubbard Model is relatively simple to understand, yet is very versatile and has many applications in physics, making it a concrete and educational example for a hands-on session. The tools can be used as just &#8220;black-boxes&#8221;. However, since our tools are Open Source, we can take a true deep dive into their nuts and bolts, showing how they can be reconfigured, customized, and extended to arrive at better problem specifications and improved workflow construction. Understanding their design principles, necessary trade-offs, and effect on overall performance throughout the workflow, will equip attendees with the knowledge and ability to better solve their VQA problems on NISQ devices using our (or similar, non-Open Source) tools.<\/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-3c7477ff elementor-widget elementor-widget-text-editor\" data-id=\"3c7477ff\" 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\">\nCircuit synthesis, gradient-free optimizers, Hubbard Model, hybrid quantum-classical algorithms, NISQ,\nOpen Source, quantum computing, workflow<\/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-12e0f696 elementor-widget elementor-widget-text-editor\" data-id=\"12e0f696\" 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:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>70% intermediate, 30% beginner<\/b>. We introduce our tools and show how they can be run in a \u201cblack-box\u201d mode, which is useful for all levels, including for beginners. We delve progressively deeper, explaining the ideas and rationale behind them, and how to use that background information to reconfigure, customize, and extend them. We expect this more in-depth knowledge to be relevant to people who already have a current interest in (and hence familiarity with) variational quantum algorithms and hence we are targeting a more intermediate level there. Attendees are expected to be familiar with the circuit model of quantum computing, basic linear algebra terms, the Python programming language, and how to run Jupyter notebooks.<\/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-3e5bb8b5 elementor-widget elementor-widget-text-editor\" data-id=\"3e5bb8b5\" 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 general users of quantum computers who have an interest in hybrid, variational quantum-classical algorithms on current and near-term devices and want to improve the output quality of those algorithms when applied to their own work; for software engineers who want to extend synthesis tools; and for mathematicians interested in working on circuit synthesis or optimizers for noisy objective functions.<\/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-61948dd5 elementor-widget elementor-widget-text-editor\" data-id=\"61948dd5\" 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\">Hands-on tutorial setup:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Ideally please install the prerequisite software before the tutorial begins, especially when running on a Macbook M1, using&nbsp;these instructions: <a href=\"https:\/\/github.com\/scikit-quant\/scikit-quant\/blob\/master\/tutorials\/prerequisites.rst\">https:\/\/github.com\/scikit-quant\/scikit-quant\/blob\/master\/tutorials\/prerequisites.rst<\/a><\/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-2e1711a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2e1711a5\" 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-187b706\" data-id=\"187b706\" 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-296932e7 elementor-widget elementor-widget-menu-anchor\" data-id=\"296932e7\" 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=\"thomasalexander\"><\/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-4bfb3fe1 elementor-widget elementor-widget-spacer\" data-id=\"4bfb3fe1\" 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-26384f48 elementor-widget elementor-widget-text-editor\" data-id=\"26384f48\" 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-7a5941bf elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7a5941bf\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Wed, Oct 20 \u2014 Tut 12 \u2014 Real-time Control of Quantum Computers with OpenQASM3, Qiskit, and IBM Quantum Services\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tWed, Oct 20 \u2014 Tut 12 \u2014 Real-time Control of Quantum Computers with OpenQASM3, Qiskit, and IBM Quantum Services\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\tThomas Alexander: IBM Quantum, Canada<br>\nMichael Healy: IBM Quantum, USA<br>\nHossein Ajallooiean: IBM Quantum, Switzerland\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-38938af8 elementor-widget elementor-widget-text-editor\" data-id=\"38938af8\" 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;font-size: 18px\">Wednesday, Oct 20, 2021<\/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-39839670 elementor-widget elementor-widget-text-editor\" data-id=\"39839670\" 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\">Time:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-14:30 Mountain Time (MDT) \u2014 UTC-6&nbsp;<\/span>\u2014&nbsp;<span style=\", sans-serif;font-size: 18px\"><b>Two 90-mins sessions<\/b><\/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-58775ce elementor-widget elementor-widget-text-editor\" data-id=\"58775ce\" 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 programming languages and software development kits such as OpenQASM and Qiskit describe, compile, and execute quantum circuits consisting of gates and measurements applied to qubits. These tools abstract away the underlying compilation and control systems that orchestrate a quantum system to execute a circuit. Many algorithms such as quantum error correction, require not just ahead-of-time compilation of static circuits, but support for real-time decisions made at runtime based on measurement feedback. These decisions must occur within the lifetime of the computer&#8217;s qubits so that they may impact the quantum system before it decoheres. Building quantum computing systems supporting these capabilities will require innovations in program representations, compilers, and computer architectures, providing opportunities for engineers, scientists, and software developers to make contributions in these fields. In this tutorial, we will introduce attendees to OpenQASM3, a quantum programming language that provides the features necessary to pursue quantum advantage in near-term quantum computers. Notable developments include the ability to construct parameterized circuits with integrated classical control flow. Furthermore, OpenQASM3 enables fine-grained control of quantum hardware with timing and calibration support. Following the introduction of OpenQASM3, we will provide a high-level overview of the hardware and software requirements needed to implement these capabilities and survey various approaches being pursued in industry and academia. Finally, attendees will be taught how to write and run programs containing features such as mid-circuit measurements, conditional reset, and gate calibrations on real quantum systems provided through IBM Quantum Services and Qiskit.\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-44c81c49 elementor-widget elementor-widget-text-editor\" data-id=\"44c81c49\" 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, OpenQASM, Quantum Computing, Pulse, Control Flow, QASM, Quantum Programming Language<\/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-8d7aff1 elementor-widget elementor-widget-text-editor\" data-id=\"8d7aff1\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>20% beginner, 70% intermediate, 10% advanced<\/b>.<\/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-397824cc elementor-widget elementor-widget-text-editor\" data-id=\"397824cc\" 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 appropriate for a variety of attendees:<br \/>1) Quantum programming language designers and enthusiasts who wish to learn about the latest developments in OpenQASM.<br \/>2) Quantum application and algorithm designers who are interested in the latest developments in real-time compute using<br \/>IBM Quantum hardware.<br \/>3) Computer engineers with an interest in microarchitectures for quantum computing, specifically those that will enable<br \/>real-time compute.<br \/>4) Software engineers with an interest in low-level programming models and compilers for quantum computers.<br \/>5) Experimentalists with an interest in quantum control systems.<br \/>It is expected that attendees will have a basic understanding of quantum computing, the circuit model and approaches to programming these devices. Prior experience with OpenQASM, Qiskit, IBM Quantum Services and Python will be helpful. Attendees will learn about the latest developments in OpenQASM and IBM Quantum\u2019s path towards enabling real-time compute (classical compute and control-flow within the lifetime of the qubits) within its 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-15efa9fa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15efa9fa\" 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-7faeee61\" data-id=\"7faeee61\" 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-72cf5130 elementor-widget elementor-widget-menu-anchor\" data-id=\"72cf5130\" 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=\"maxrossmannek\"><\/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-7ba3f112 elementor-widget elementor-widget-spacer\" data-id=\"7ba3f112\" 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-7e321be2 elementor-widget elementor-widget-text-editor\" data-id=\"7e321be2\" 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-3364e952 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3364e952\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 13 \u2014 Quantum Algorithms for Applications on the Natural Sciences Domain\t\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 13 \u2014 Quantum Algorithms for Applications on the Natural Sciences Domain\t\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\tMax Rossmannek: IBM Quantum, IBM Research Europe\nZ\u00fcrich, Switzerland<br>\nGavin Jones: IBM Quantum, IBM Research\nSan Jose, USA<br>\nPanagiotis Barkoutsos: IBM Quantum, IBM Research Europe Z\u00fcrich, Switzerland\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-21a4b48c elementor-widget elementor-widget-text-editor\" data-id=\"21a4b48c\" 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;font-size: 18px\">Thursday, Oct 21, 2021<\/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-58db8cf3 elementor-widget elementor-widget-text-editor\" data-id=\"58db8cf3\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>10:45-14:30<\/b> Mountain Time (MDT) \u2014 UTC-6\u00a0<\/span>\u2014<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\u00a0<span style=\"font-weight: bold\">Two sessions of 90 mins<\/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-74a612fd elementor-widget elementor-widget-text-editor\" data-id=\"74a612fd\" 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\">Natural sciences provide some of the most promising applications for near term quantum computers. Problems arising in domains like quantum chemistry and physics are best described using quantum mechanical principles and the classical calculation can be computationally costly. Quantum computers provide a new framework that is naturally suited for such simulations. In the last decades, extensive research in the field of applications of near term noisy quantum computers allowed scientists to start simulating chemical and physical systems using variational algorithms (e.g. Variational Quantum Eigensolver &#8211; VQE). The need to educate researchers and scientists from the respective domains on how these algorithms will impact their research is of great importance. In this tutorial, we are providing insights from our research and demonstrate the use of the open source package qiskit-nature for the simulation of natural science applications. We will introduce the respective algorithms and highlight how the end user can program such applications. This tutorial will serve as the basis for people to investigate the practical effects of near-term quantum computers on the performance of simulations of problems in natural sciences.<\/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-3fbfb57b elementor-widget elementor-widget-text-editor\" data-id=\"3fbfb57b\" 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 applications, natural sciences, near term 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-1994eaaf elementor-widget elementor-widget-text-editor\" data-id=\"1994eaaf\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The content will be <b>30% beginner, 40% intermediate, and 30% advanced<\/b> level. We expect the typical attendee to not be familiar with applications of natural sciences on near term quantum computers, and will introduce the required methods and the algorithms. The intermediate material comprises applications of near term quantum computers and how these can be programmed using the open source software Qiskit. The advanced material will be of interest to all attendees; since it will be mostly related to quantum chemistry techniques for varied resources and how we can efficiently implement quantum chemistry on near term quantum computers. We expect attendees to be familiar with programming in Python.<\/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-545163ee elementor-widget elementor-widget-text-editor\" data-id=\"545163ee\" 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 geared towards two kinds of attendees: general users of quantum computers interested in simulation of natural sciences, and scientists researching in this particular domain with interest towards using the newly developed quantum computing tools. The first session will review different concepts for the simulation of natural sciences for general users, and teach about near-term quantum algorithms. The second session gives a deep dive on the nuts and bolts of coding up a natural sciences problems using a quantum computer, showing how to map chemistry problems onto qubits, and explaining variational forms (parameterized quantum circuits). We anticipate this material will be new to both kinds of attendees. Through the use of coding examples in this session, attendees will have hands-on exposure to these ideas.<\/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-7f1e5cc2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f1e5cc2\" 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-7d253d14\" data-id=\"7d253d14\" 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-725362da elementor-widget elementor-widget-menu-anchor\" data-id=\"725362da\" 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=\"kaihudek\"><\/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-5e6d79e1 elementor-widget elementor-widget-spacer\" data-id=\"5e6d79e1\" 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-edb974b elementor-widget elementor-widget-text-editor\" data-id=\"edb974b\" 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-7674989f elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7674989f\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 15 \u2014 Understanding the Fundamentals of Trapped Ion 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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 15 \u2014 Understanding the Fundamentals of Trapped Ion 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\tKai Hudek, Yunseong Nam, Denise Ruffner: IonQ, Inc., USA\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-1fc2bf70 elementor-widget elementor-widget-text-editor\" data-id=\"1fc2bf70\" 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;font-size: 18px\">Thursday, Oct 21, 2021<\/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-152d42b8 elementor-widget elementor-widget-text-editor\" data-id=\"152d42b8\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-16:45 Mountain Time (MDT) \u2014 UTC-6<\/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-19a08f9e elementor-widget elementor-widget-text-editor\" data-id=\"19a08f9e\" 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 has exploded out of the lab in the last few years. The race is on to build a real, scalable quantum computer, and ion traps have emerged as a leading contender. In this tutorial, we will start by answering the question of \u201cwhy ions?\u201d with an overview of the choices for physical qubits and their maturity, followed by an introduction to the theory of ion trapping and the requisite hardware. We will then dive deeper into the modules of the trapped ion quantum computer, looking at the electronics, optical systems, and control architectures. We will conclude with discussing how one tests and operates a trapped ion quantum computer.<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-1b9510f elementor-widget elementor-widget-text-editor\" data-id=\"1b9510f\" 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\">Trapped Ion, Quantum\ntheory, applications, ions, hardware, electronics, optical systems<\/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-24bb94f elementor-widget elementor-widget-text-editor\" data-id=\"24bb94f\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">We expect the content level to be around <b>70% beginner, 20% intermediate, 10% advanced<\/b>. No prior knowledge of ion trapping or quantum computing is required. All three sessions of the tutorial will be made accessible. Attendees are encouraged to attend all sessions of the tutorial, as the latter sessions will be more straightforwardly be understood if the preceding sessions are attended.<\/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-278bac24 elementor-widget elementor-widget-text-editor\" data-id=\"278bac24\" 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 reach a large community of engineers and scientists who may be interested in trapped-ion technology or quantum computing in general. Any attendees eager to learn more about how trapped-ion quantum computers are built and operated stand to benefit from this accessible tutorial. Further, those attendees with intermediate level knowledge of either ion trapping or quantum computing will gain new knowledge, especially in the areas that lie at the intersection of ion trapping and quantum computing.<\/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-2cb5b919 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2cb5b919\" 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-7b692569\" data-id=\"7b692569\" 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-406b168e elementor-widget elementor-widget-menu-anchor\" data-id=\"406b168e\" 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=\"brahmanithota\"><\/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-607215ef elementor-widget elementor-widget-spacer\" data-id=\"607215ef\" 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-6f5936e6 elementor-widget elementor-widget-text-editor\" data-id=\"6f5936e6\" 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-4cfa9c32 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4cfa9c32\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Fri, Oct 22 \u2014 Tut 17 \u2014 IBM Certified Developer Quantum Computation using Qiskit v0.2xTutorial\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tFri, Oct 22 \u2014 Tut 17 \u2014 IBM Certified Developer Quantum Computation using Qiskit v0.2xTutorial\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\tBrahmani Thota, James Weaver: IBM Quantum, IBM T.J. Watson Research Center, USA\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-3a8ba1aa elementor-widget elementor-widget-text-editor\" data-id=\"3a8ba1aa\" 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;font-size: 18px\">Friday, Oct 22, 2021<\/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-6b4a4abd elementor-widget elementor-widget-text-editor\" data-id=\"6b4a4abd\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-16:45 Mountain Time (MDT) \u2014 UTC-6<\/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-3df92da8 elementor-widget elementor-widget-text-editor\" data-id=\"3df92da8\" 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 relatively new field where its applications and algorithms are changing how we solve difficult computer programs. IBM Quantum is offering a first-ever certification program of Quantum Computing field to people of diverse backgrounds. This certificate demonstrates mastery of foundational skills that are critical for building and running quantum programs using Qiskit, the most used quantum computing software development kit.\nIn this tutorial, we will explore the topics needed to be successful in taking the certification exam. Relevant concepts are explained on an open-source software development framework called Qiskit. We will showcase the foundational concepts of quantum circuits, quantum registers, simulators, openQASM and visualizations. Additionally, this tutorial walks the attendee through the commonly used Qiskit libraries and demonstrates the usage of IBM Quantum Lab. At the end of tutorial, attendees will be equipped with the key concepts, and guidance on how to take the certification exam.\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-7abc9496 elementor-widget elementor-widget-text-editor\" data-id=\"7abc9496\" 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\">Qiskit, qubit, Bloch sphere<\/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-792c29a3 elementor-widget elementor-widget-text-editor\" data-id=\"792c29a3\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">Anyone who can program real quantum computing hardware, requiring only Python and a basic knowledge of linear algebra can give this certification exam and will have a good chance of passing this exam. The experience level for the material would be about <b>60% beginner and 40% intermediate level<\/b>. The audience will be not required to download any software in prior. It is advised to create an account an IBM account on IBM Quantum to access the labs.<\/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-2be0975e elementor-widget elementor-widget-text-editor\" data-id=\"2be0975e\" 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\">Existing engineers from STEM (Science, Technology, Engineering and Mathematics) backgrounds who are looking for opportunities in the field of quantum computing.\u00a0Quantum scientists and engineers who are interested to showcase their skills and certifications.\u00a0Students from diverse fields who are interested in quantum computing and looking to pursue a career in the field of quantum computing.<\/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-52c6fe66 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"52c6fe66\" 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-62ed98fb\" data-id=\"62ed98fb\" 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-65791dc1 elementor-widget elementor-widget-menu-anchor\" data-id=\"65791dc1\" 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=\"stevenbleiler\"><\/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-2d6bf9c2 elementor-widget elementor-widget-spacer\" data-id=\"2d6bf9c2\" 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-60f59bc5 elementor-widget elementor-widget-text-editor\" data-id=\"60f59bc5\" 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-199ce4ee elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"199ce4ee\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Fri, Oct 22 \u2014 Tut 18 \u2014 Quantum Computation for Data Scientists\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tFri, Oct 22 \u2014 Tut 18 \u2014 Quantum Computation for Data Scientists\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\tSteven Bleiler, Marek Perkowski: Portland State University, USA\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-1d2fbe8d elementor-widget elementor-widget-text-editor\" data-id=\"1d2fbe8d\" 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;font-size: 18px\">Friday, Oct 22, 2021<\/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-1df354f6 elementor-widget elementor-widget-text-editor\" data-id=\"1df354f6\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-16:45 Mountain Time (MDT) \u2014 UTC-6<\/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-141b4a05 elementor-widget elementor-widget-text-editor\" data-id=\"141b4a05\" 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\">At present there is a disconnect between the training programs for data scientists and for future quantum computer scientists. Current curricular materials show the former focused on advanced undergraduates with mathematical preparation in linear algebra and statistics and the latter focused on graduate students with mathematical preparation in advanced functional analysis. Future data scientists looking to employ quantum algorithms will want to efficiently get to the heart of the matter, so courses and textbooks that provide a fast track for this are needed.\nThis tutorial will demonstrate how this need can be met via a simplified approach to quantum information and computation developed and utilized for data science applications. The approach focuses on elementary quantum systems, those quantum systems with finite dimensional coordinatizing spaces, combined with a review of Boolean computation and a transition to quantum computation through reversible circuits. This allows practitioners with the standard undergraduate data science curriculum to understand the essential properties of quantum systems as applied to information, computation, and algorithms. For example, quantum algorithms such as Grover with applications to search, satisfiability and other optimization problems, quantum Fourier transforms with applications, solving linear systems via the Harrow, Hassidim, and Lloyd family of algorithms, and applications of quantum computational linear algebra to machine learning such as support vector machines can all be made accessible to users via this approach.\nThe tutorial itself will illustrate the approach to the broader community and provide samples of how some of the various topics above are treated within it.\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-724174 elementor-widget elementor-widget-text-editor\" data-id=\"724174\" 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 computation, data science, Grover algorithm, optimization<\/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-7a61c90b elementor-widget elementor-widget-text-editor\" data-id=\"7a61c90b\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The authors expect participation in this tutorial will be approximately <b>50% beginner, 40% intermediate, 10% advanced<\/b>.<\/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-1c732446 elementor-widget elementor-widget-text-editor\" data-id=\"1c732446\" 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 and will consist of practitioners, educators and students interested in the applications of quantum computing to data science who possess the basic undergraduate knowledge of linear and Boolean algebra. Participants will learn the essential properties of quantum systems and quantum computation as applied to data science. This will be accomplished in a manner that does not depend on a graduate level mathematical background in functional analysis and\/or quantum mechanics, as currently found in nearly all books on quantum computation. Participants will see many practical applications of specific quantum algorithms and will have the opportunity to develop their own.<\/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-6a032d6b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a032d6b\" 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-11be26c8\" data-id=\"11be26c8\" 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-23e128de elementor-widget elementor-widget-menu-anchor\" data-id=\"23e128de\" 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=\"oliverpfister\"><\/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-539a03e9 elementor-widget elementor-widget-spacer\" data-id=\"539a03e9\" 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-76e9c168 elementor-widget elementor-widget-text-editor\" data-id=\"76e9c168\" 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-33ebc1f9 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"33ebc1f9\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 16 \u2014 Photonic 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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 16 \u2014 Photonic 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\tOlivier Pfister: University of Virginia, USA\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-2ba6920a elementor-widget elementor-widget-text-editor\" data-id=\"2ba6920a\" 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;font-size: 18px\">Thursday, Oct 21, 2021<\/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-5100436b elementor-widget elementor-widget-text-editor\" data-id=\"5100436b\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-16:45 Mountain Time (MDT) \u2014 UTC-6<\/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-4c4d7396 elementor-widget elementor-widget-text-editor\" data-id=\"4c4d7396\" 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 present how quantum computers can be made entirely out of light, in particular using integrated optics platforms. Photonic quantum computing can leverage spatial, temporal, and spectral multiplexing to achieve massively scalable machines in terms of their number of qubits. Moreover, some photonic quantum computing implementations employ measurement-based quantum computing, an alternative to the quantum circuit, or gate, model in which quantum entanglement is generically embedded up front in cluster quantum states and in which photodetection technology plays a crucial role. Different approaches exist, either using the corpuscular optical photons as discrete quantum variables (i.e., qubits or qudits) or using the undulatory optical fields as continuous quantum variables (i.e., qumodes). Ultimately, however, both the corpuscular and undulatory aspects must be fully harnessed and simultaneously controlled for any approach to yield a genuine quantum computer&#8212;by which we mean a fault-tolerant machine that provides an exponential speedup over classical computers, for at least one specific, useful, and currently intractable problem. This tutorial will give a brief introduction to the circuit and measurement-based models of quantum computing and of a few different quantum optical implementations thereof. We will then review the state of the art in academia and industry in the field, and the challenges ahead. Progress in quantum computing cannot occur without major advances in classical and quantum engineering. We hope this tutorial will help define the latter.<\/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-6b24b472 elementor-widget elementor-widget-text-editor\" data-id=\"6b24b472\" 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 photonics, quantum optics<\/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-4bfaef7e elementor-widget elementor-widget-text-editor\" data-id=\"4bfaef7e\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The Content level will range from beginner, as we\u2019ll aim to introduce quantum computing to nonexperts, to intermediate and advanced, in terms of the quantum photonic implementations. The content will be distributed roughly as follows: <b>50% beginner, 30% intermediate, 20% advanced<\/b>.<\/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-7b9cbbf0 elementor-widget elementor-widget-text-editor\" data-id=\"7b9cbbf0\" 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 photonics researchers, engineers, and\ngraduate students. Hopefully, they will acquire a sense of how\ntheir current expertise in photonics can be relevant to the\nvarious approaches to building a practical quantum computer.<\/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-50454e7a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"50454e7a\" 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-7dbecbe5\" data-id=\"7dbecbe5\" 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-256ea153 elementor-widget elementor-widget-menu-anchor\" data-id=\"256ea153\" 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=\"sebastianfeld\"><\/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-49af1b65 elementor-widget elementor-widget-spacer\" data-id=\"49af1b65\" 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-780f188d elementor-widget elementor-widget-text-editor\" data-id=\"780f188d\" 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-705b3f43 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"705b3f43\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Thu, Oct 21 \u2014 Tut 14 \u2014 OpenQL: A Portable Quantum Programming Framework for Quantum Accelerators\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tThu, Oct 21 \u2014 Tut 14 \u2014 OpenQL: A Portable Quantum Programming Framework for Quantum Accelerators\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\tSebastian Feld, Medina Bandic, Hans van Someren, Jeroen van Straten:\u00a0Delft University of Technology, The Netherlands\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-2279cc48 elementor-widget elementor-widget-text-editor\" data-id=\"2279cc48\" 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;font-size: 18px\">Thursday, Oct 21, 2021<\/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-7412107 elementor-widget elementor-widget-text-editor\" data-id=\"7412107\" 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\">Time:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\"><b>10:45-14:30<\/b> Mountain Time (MDT) \u2014 UTC-6\u00a0<\/span>\u2014<span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">\u00a0<span style=\"font-weight: bold\">Two sessions of 90 mins<\/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-1f9e1128 elementor-widget elementor-widget-text-editor\" data-id=\"1f9e1128\" 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\">With the potential of quantum algorithms to solve intractable classical problems, quantum computing is rapidly evolving and more algorithms are developed and optimized. Expressing these algorithms using a high-level language and making them executable on a quantum processor while abstracting away hardware details is a challenging task. Firstly, a quantum programming language should provide an intuitive programming interface to describe those algorithms. Then a compiler has to transform the program into a quantum circuit, optimize and map it to the target quantum processor respecting hardware constraints such as supported quantum operations, qubit connectivity, and control electronics limitations. In this tutorial, we present OpenQL, a quantum programming framework which includes a high-level quantum programming language and its associated quantum compiler. We present the programming interface of OpenQL, describe the compiler\u2019s different layers and how portability over different qubit technologies can be provided. For making the tutorial self-contained, an introduction to quantum computing (architecture) is also given. By the end of this tutorial, participants are able to explain the different layers required to build a quantum computer; discuss the basic functioning of quantum gates and circuits; carry out the mapping step of simple quantum circuits onto specific physical device layouts; interpret the results of different quantum circuits written and executed using OpenQL. The material\u2019s experience level is 30% beginner, 50% intermediate, 20% advanced. In preparation, the attendees should download a ready-to-use virtual machine with Linux Ubuntu, OpenQL and all other necessary software installed. To run the virtual machine, Oracle VirtualBox is needed.\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-19cdc310 elementor-widget elementor-widget-text-editor\" data-id=\"19cdc310\" 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 compiler, quantum computing, quantum circuit, quantum processor<\/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-a8f1972 elementor-widget elementor-widget-text-editor\" data-id=\"a8f1972\" 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:\u00a0<\/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 of quantum computing is required. In the first session the necessary basic concepts of quantum computing are explained to the participants and the following parts of the tutorial builds up on this knowledge. However, a basic understanding of programming languages in general and Python in particular is of advantage. The content will be distributed roughly as follows: <b>30% beginner, 50% intermediate, 20% advanced<\/b>.<\/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-154df0b5 elementor-widget elementor-widget-text-editor\" data-id=\"154df0b5\" 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:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">The self-contained tutorial is intended to serve a broad audience. We basically address everyone who is interested in programming quantum algorithms and would like to experience a well-prepared introduction to this topics. This includes researchers and students from the fields of electrical and computer engineering, computer science, applied physics and other domains, with or without prior experience in quantum computing. We would also like to bring interested people from the industry closer to this emerging field of research. An easy-to-use framework for programming quantum software can help assess the potential use of quantum computing in the company concerned.<\/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-aeac71c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aeac71c\" 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-1a6109cf\" data-id=\"1a6109cf\" 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-4b7865db elementor-widget elementor-widget-menu-anchor\" data-id=\"4b7865db\" 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=\"jameswootton\"><\/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-216fc792 elementor-widget elementor-widget-spacer\" data-id=\"216fc792\" 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-2554c22 elementor-widget elementor-widget-text-editor\" data-id=\"2554c22\" 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-f01f24 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"f01f24\" 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=\"#tutorialsoverview\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Mon, Oct 18 \u2014 Tut 04 \u2014 Benchmarking Near-term Devices with Quantum Error Correction\">\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=\"#tutorialsoverview\" >\n\t\t\t\t\t\t\tMon, Oct 18 \u2014 Tut 04 \u2014 Benchmarking Near-term Devices with Quantum Error Correction\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\tJames Wootton: IBM Quantum, Z\u00fcrich, Switzerland\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-744170d7 elementor-widget elementor-widget-text-editor\" data-id=\"744170d7\" 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;font-size: 18px\">Monday, Oct 18, 2021<\/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-4f8cdc57 elementor-widget elementor-widget-text-editor\" data-id=\"4f8cdc57\" 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\">Time:&nbsp;<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">10:45-14:30 Mountain Time (MDT) \u2014 UTC-6&nbsp;<\/span>\u2014<span style=\", sans-serif;font-size: 18px\">&nbsp;<\/span><span style=\", sans-serif;font-size: 18px;font-weight: bolder\">Two 90-mins&nbsp;sessions<\/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-48d82946 elementor-widget elementor-widget-text-editor\" data-id=\"48d82946\" 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 computers in the near-term will be defined more by their limitations than their capabilities. Any attempt at quantum applications over the next few years must be careful to take into account the precise details of the device being used: such as the coupling map and the precision of all qubits and gates. It is for this reason that benchmarking protocols are one of the most important tools available to current researchers.\nAn important task for any benchmarking protocol is to determine progress towards the ultimate goal: fault-tolerant quantum computation. Since almost all gates applied in a fault-tolerant computation will be dedicated to error correction, benchmarks based on quantum error correction will provide important perspectives even for current hardware. Error correction protocols also have inherent abilities to identify what errors have occurred based on the measurement outcomes received. This also gives the potential to provide detailed information regarding what is happening within current devices.\nIn this tutorial we will use access to the IBM Quantum devices to analyze their performance. This will be done through a hands-on session using the benchmarks based on quantum error correction within the topological codes package of Qiskit. With this we will see how to determine the probability of an error on any given qubit at any given circuit depth, through experiments based on the repetition code.\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-1dee9dc elementor-widget elementor-widget-text-editor\" data-id=\"1dee9dc\" 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 correction, noise, repetition code<\/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-e700e10 elementor-widget elementor-widget-text-editor\" data-id=\"e700e10\" 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:\u00a0<\/span><span style=\"font-family: 'Open Sans', sans-serif;font-size: 18px\">We expect the content level to be distributed as follows:<b> 20% beginner, 60% intermediate, 20% advanced.<\/b><\/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-38770dab elementor-widget elementor-widget-text-editor\" data-id=\"38770dab\" 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\">Attendees will need: basic Python knowledge; basic knowledge of quantum circuits. Attendees will learn: set up and run benchmarking experiments;\u00a0<\/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-384bcc8c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"384bcc8c\" 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-6e16a869\" data-id=\"6e16a869\" 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-358c111d elementor-widget elementor-widget-text-editor\" data-id=\"358c111d\" 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":2735,"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>QCE21 Tutorials Program \u25cf IEEE Quantum Week 2021<\/title>\n<meta name=\"description\" content=\"QCE221 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, 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