{"id":166969,"date":"2023-07-06T06:22:54","date_gmt":"2023-07-06T11:22:54","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/07\/quantum-neural-networks-an-easier-way-to-learn-quantum-processes"},"modified":"2023-07-06T06:22:54","modified_gmt":"2023-07-06T11:22:54","slug":"quantum-neural-networks-an-easier-way-to-learn-quantum-processes","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/07\/quantum-neural-networks-an-easier-way-to-learn-quantum-processes","title":{"rendered":"Quantum neural networks: An easier way to learn quantum processes"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/quantum-neural-networks-an-easier-way-to-learn-quantum-processes2.jpg\"><\/a><\/p>\n<p>EPFL scientists show that even a few simple examples are enough for a quantum machine-learning model, the \u201cquantum neural networks,\u201d to learn and predict the behavior of quantum systems, bringing us closer to a new era of quantum computing.<\/p>\n<p>Imagine a world where computers can unravel the mysteries of <a href=\"https:\/\/phys.org\/tags\/quantum+mechanics\/\" rel=\"tag\" class=\"\">quantum mechanics<\/a>, enabling us to study the behavior of complex materials or simulate the intricate dynamics of molecules with unprecedented accuracy.<\/p>\n<p>Thanks to a pioneering study led by Professor Zoe Holmes and her team at EPFL, we are now closer to that becoming a reality. Working with researchers at Caltech, the Free University of Berlin, and the Los Alamos National Laboratory, they have found a new way to teach a quantum computer how to understand and predict the behavior of quantum systems. The research has been published in Nature Communications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>EPFL scientists show that even a few simple examples are enough for a quantum machine-learning model, the \u201cquantum neural networks,\u201d to learn and predict the behavior of quantum systems, bringing us closer to a new era of quantum computing. Imagine a world where computers can unravel the mysteries of quantum mechanics, enabling us to study [\u2026]<\/p>\n","protected":false},"author":367,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1617,6],"tags":[],"class_list":["post-166969","post","type-post","status-publish","format-standard","hentry","category-quantum-physics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/166969","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/367"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=166969"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/166969\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=166969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=166969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=166969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}