{"id":3138,"date":"2019-05-31T14:17:27","date_gmt":"2019-05-31T21:17:27","guid":{"rendered":"https:\/\/azure.microsoft.com\/en-us\/blog\/quantum\/?p=3138"},"modified":"2024-10-10T09:13:31","modified_gmt":"2024-10-10T16:13:31","slug":"enhanced-chemistry-library-with-1qbit-contribution-and-new-numerics-library","status":"publish","type":"post","link":"https:\/\/azure.microsoft.com\/en-us\/blog\/quantum\/2019\/05\/31\/enhanced-chemistry-library-with-1qbit-contribution-and-new-numerics-library\/","title":{"rendered":"Enhanced chemistry library with 1QBit contribution and new numerics library"},"content":{"rendered":"<p>We continue to enhance the Microsoft Quantum Development Kit with new capabilities for real-world quantum computer programming. This month\u2019s Quantum Development Kit update includes a new contribution to our chemistry library from our partner <a href=\"https:\/\/1qbit.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">1QBit<\/a>. In today\u2019s 0.7 update, we also introduce a new numerics library, Q# language features, and further expansion of our Quantum Katas with community contributions.<\/p>\n<p><a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/quantum\/2018\/12\/04\/simulating-nature-with-the-new-microsoft-quantum-development-kit-chemistry-library\/\" target=\"_blank\" rel=\"noopener noreferrer\">Previously<\/a>, we related the tremendous potential of quantum computing to solve today\u2019s most challenging problems by simulating molecular processes. The library also allows interoperating with classical chemistry simulation and modeling tools to gain new insights how to build solutions on quantum computers. With this month\u2019s update, the Microsoft Quantum Chemistry Library is enhanced by supporting <a href=\"https:\/\/docs.microsoft.com\/en-us\/quantum\/libraries\/chemistry\/concepts\/multireference\" target=\"_blank\" rel=\"noopener noreferrer\">unitary coupled cluster methods (UCC)<\/a> and variational quantum eigensolvers (VQE), the latter being an open source contribution from our Microsoft Quantum Network partner, 1QBit. The new features UCC and VQE are additions to the expanding repertoire of techniques that are available to study quantum chemistry problems with the Quantum Development Kit. UCC is a method for preparing molecular ground-states for quantum simulation, VQE is a method for evaluating molecular energies that allows to trade circuit depth against number of experiments and that allows to leverage classical optimization techniques for initial state preparation.<\/p>\n<div style=\"width: 1034px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"attachment-large\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/quantum\/wp-content\/uploads\/2019\/05\/Blog_1Qbit_Figure-1-Image-1-1024x576.png\" alt=\"VQE chart\" width=\"1024\" height=\"576\" \/><p class=\"wp-caption-text\">1QBit OpenQEMIST<\/p><\/div>\n<p>With this new capability, we extended the <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/user-guide\/libraries\/chemistry\/schema\/broombridge\" target=\"_blank\" rel=\"noopener noreferrer\">Broombridge schema<\/a> that defines the molecular structure for quantum simulation. For more information on exciting new opportunities with chemical simulation and the Quantum Development Kit, check out <a href=\"https:\/\/1qbit.com\/news\/microsoft-1qbit-collaborate-disrupt-materials-innovation-1qbit-openqemist-platform-microsoft-quantum-development-kit\/\" target=\"_blank\" rel=\"noopener noreferrer\">1QBit\u2019s announcement of their OpenQEMIST platform<\/a>, and check out <a href=\"https:\/\/www.youtube.com\/watch?v=9i1QGFlzT98\" target=\"_blank\" rel=\"noopener noreferrer\">this video from last month\u2019s Microsoft Build conference<\/a> featuring 1QBit\u2019s founder and CEO, Andrew Fursman, describing the tremendous potential they see with quantum simulation and the Quantum Development Kit.<\/p>\n<p>The new numerics library offers a valuable resource for quantum program developers. Many quantum algorithms rely on <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/quantum\/concepts-oracles\" target=\"_blank\" rel=\"noopener noreferrer\">oracles<\/a> that evaluate mathematical functions on a superposition of inputs. These functions must be written in terms of sequences of operations on qubits that can be executed on a quantum computer. The new numerics library provides this support with basic integer arithmetic consisting of integer adders and comparators and high-level integer functionality built on top of the basic functionality. The library includes signed and unsigned integer support (multiply, square, division with remainder, inversion, measurement) and fixed-point arithmetic functionality (initialization, addition, multiplication, reciprocal, polynomial evaluation and measurement) with one or two quantum numbers as input. Learn more about <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/user-guide\/libraries\/numerics\/\" target=\"_blank\" rel=\"noopener noreferrer\">how to use the new numerics library<\/a> and try out the <a href=\"https:\/\/github.com\/microsoft\/Quantum\/tree\/main\/samples\/numerics\" target=\"_blank\" rel=\"noopener noreferrer\">new samples<\/a>.<\/p>\n<div style=\"width: 1034px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"attachment-large\" src=\"https:\/\/azure.microsoft.com\/en-us\/blog\/quantum\/wp-content\/uploads\/2019\/05\/Blog_1Qbit_Sample-Image-1024x576.png\" alt=\"Sample of integer edition\" width=\"1024\" height=\"576\" \/><p class=\"wp-caption-text\">New Numerics library for the Quantum Development Kit<\/p><\/div>\n<p>Also new this month are new Q# language capabilities. We continue to evolve the Q# language to bring modern programming efficiencies to quantum computing. We added named items for <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/user-guide\/language\/typesystem\/\" target=\"_blank\" rel=\"noopener noreferrer\">user-defined types<\/a>, so that programmers can assign meaningful names to their data structures. Now programmers can use <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/user-guide\/language\/expressions\/\" target=\"_blank\" rel=\"noopener noreferrer\">copy-and-update expressions<\/a> and <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/user-guide\/language\/statements\/\" target=\"_blank\" rel=\"noopener noreferrer\">apply-and-reassign<\/a> statements for named items in user defined types. We also added while loops in functions. For a full list of all the new Q# language features this month, see the <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/qdk-relnotes\" target=\"_blank\" rel=\"noopener noreferrer\">release notes<\/a>. Also, please check out our Qsharp dev blog for more information on these and other recently added Q# features.<\/p>\n<p>The <a href=\"https:\/\/github.com\/microsoft\/QuantumKatas\" target=\"_blank\" rel=\"noopener noreferrer\">Quantum Katas<\/a> keep growing! The Quantum Katas are our self-paced project for developers to learn how to program a quantum computer with Q#. This month, we see a new set of three community-contributed katas introducing the nonlocal\/entanglement games. In a nonlocal game, several cooperating players play a game against a referee answering the referee&#8217;s questions. The players are free to share information (and qubits!) before the game starts, but cannot communicate afterwards. The players can use quantum entanglement to increase their chance of winning beyond what would be possible with a purely classical strategy. Check out the new katas <a href=\"https:\/\/github.com\/microsoft\/QuantumKatas\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a>.<\/p>\n<h2>Learn more<\/h2>\n<ul>\n<li><a href=\"https:\/\/1qbit.com\/news\/microsoft-1qbit-collaborate-disrupt-materials-innovation-1qbit-openqemist-platform-microsoft-quantum-development-kit\/\" target=\"_blank\" rel=\"noopener noreferrer\">1QBit announces OpenQEMIST<\/a><\/li>\n<li><a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/quantum\/user-guide\/libraries\/chemistry\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Quantum Development Kit Getting Started guide<\/a><\/li>\n<li><a href=\"https:\/\/docs.microsoft.com\/en-us\/quantum\/libraries\/chemistry\/?view=qsharp-preview\" target=\"_blank\" rel=\"noopener noreferrer\">Introduction to the Quantum Development Kit chemistry library<\/a><\/li>\n<li><a href=\"https:\/\/docs.microsoft.com\/en-us\/quantum\/relnotes\/?view=qsharp-preview\" target=\"_blank\" rel=\"noopener noreferrer\">Quantum Development Kit release notes<\/a><\/li>\n<li><a href=\"https:\/\/devblogs.microsoft.com\/qsharp\/\" target=\"_blank\" rel=\"noopener noreferrer\">Q# Developer Blog<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/microsoft\/QuantumKatas\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Quantum Katas<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This month\u2019s Quantum Development Kit update includes a new contribution to our chemistry library from our partner 1QBit. In today\u2019s 0.7 update, we also introduce a new numerics library, Q# language features, and further expansion of our Quantum Katas with community contributions.<\/p>\n","protected":false},"author":811,"featured_media":3141,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"msxcm_post_with_no_image":false,"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","footnotes":""},"post_tag":[],"product":[],"content-type":[1320],"coauthors":[11],"class_list":["post-3138","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","content-type-news","review-flag-1593580426-388","review-flag-7-1593580460-885","review-flag-free-1593619511-707","review-flag-lever-1593580263-638","review-flag-new-1593580245-904","review-flag-partn-1593580281-339"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Enhanced chemistry library with 1QBit contribution and new numerics library - Microsoft Azure Quantum Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/quantum\/2019\/05\/31\/enhanced-chemistry-library-with-1qbit-contribution-and-new-numerics-library\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enhanced chemistry library with 1QBit contribution and new numerics library - Microsoft Azure Quantum Blog\" \/>\n<meta property=\"og:description\" content=\"This month\u2019s Quantum Development Kit update includes a new contribution to our chemistry library from our partner 1QBit. 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