{"id":211143,"date":"2025-04-11T01:24:26","date_gmt":"2025-04-11T06:24:26","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/04\/new-ai-tool-set-to-speed-quest-for-advanced-superconductors"},"modified":"2025-04-11T01:24:26","modified_gmt":"2025-04-11T06:24:26","slug":"new-ai-tool-set-to-speed-quest-for-advanced-superconductors","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/04\/new-ai-tool-set-to-speed-quest-for-advanced-superconductors","title":{"rendered":"New AI tool set to speed quest for advanced superconductors"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/new-ai-tool-set-to-speed-quest-for-advanced-superconductors3.jpg\"><\/a><\/p>\n<p>Using artificial intelligence shortens the time to identify complex quantum phases in materials from months to minutes, finds a new study <a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2950636025000581\" target=\"_blank\">published<\/a> in <i>Newton<\/i>. The breakthrough could significantly speed up research into quantum materials, particularly low-dimensional superconductors.<\/p>\n<p>The study was led by theorists at Emory University and experimentalists at Yale University. Senior authors include Fang Liu and Yao Wang, assistant professors in Emory\u2019s Department of Chemistry, and Yu He, assistant professor in Yale\u2019s Department of Applied Physics.<\/p>\n<p>The team applied <a href=\"https:\/\/phys.org\/tags\/machine-learning+techniques\/\" rel=\"tag\" class=\"\">machine-learning techniques<\/a> to detect clear spectral signals that indicate <a href=\"https:\/\/phys.org\/tags\/phase+transitions\/\" rel=\"tag\" class=\"\">phase transitions<\/a> in quantum materials\u2014systems where electrons are strongly entangled. These materials are notoriously difficult to model with traditional physics because of their unpredictable fluctuations.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Using artificial intelligence shortens the time to identify complex quantum phases in materials from months to minutes, finds a new study published in Newton. The breakthrough could significantly speed up research into quantum materials, particularly low-dimensional superconductors. The study was led by theorists at Emory University and experimentalists at Yale University. Senior authors include Fang [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1617,6],"tags":[],"class_list":["post-211143","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\/211143","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\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=211143"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/211143\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=211143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=211143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=211143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}