{"id":93176,"date":"2019-07-06T05:22:54","date_gmt":"2019-07-06T12:22:54","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2019\/07\/ai-can-simulate-quantum-systems-without-massive-computing-power"},"modified":"2019-07-06T05:22:54","modified_gmt":"2019-07-06T12:22:54","slug":"ai-can-simulate-quantum-systems-without-massive-computing-power","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2019\/07\/ai-can-simulate-quantum-systems-without-massive-computing-power","title":{"rendered":"AI can simulate quantum systems without massive computing power"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/ai-can-simulate-quantum-systems-without-massive-computing-power2.jpg\"><\/a><\/p>\n<p>It\u2019s difficult to simulate <a href=\"https:\/\/www.engadget.com\/2018\/05\/21\/nasa-cold-atom-lab-launches\/\">quantum physics<\/a>, as the computing demand grows exponentially the more complex the quantum system gets \u2014 even a supercomputer might not be enough. AI might come to the rescue, though. Researchers have <a href=\"https:\/\/actu.epfl.ch\/news\/simulating-quantum-systems-with-neural-networks\/\">developed<\/a> a computational method that uses neural networks to simulate quantum systems of \u201cconsiderable\u201d size, no matter what the geometry. To put it relatively simply, the team combines familiar methods of studying quantum systems (such as Monte Carlo random sampling) with a neural network that can simultaneously represent many quantum states.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s difficult to simulate quantum physics, as the computing demand grows exponentially the more complex the quantum system gets \u2014 even a supercomputer might not be enough. AI might come to the rescue, though. Researchers have developed a computational method that uses neural networks to simulate quantum systems of \u201cconsiderable\u201d size, no matter what the [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1617,6,44],"tags":[],"class_list":["post-93176","post","type-post","status-publish","format-standard","hentry","category-quantum-physics","category-robotics-ai","category-supercomputing"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/93176","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\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=93176"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/93176\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=93176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=93176"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=93176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}