{"id":140641,"date":"2022-06-15T15:39:32","date_gmt":"2022-06-15T20:39:32","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/06\/harnessing-machine-learning-to-analyze-quantum-material"},"modified":"2022-06-15T15:39:32","modified_gmt":"2022-06-15T20:39:32","slug":"harnessing-machine-learning-to-analyze-quantum-material","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/06\/harnessing-machine-learning-to-analyze-quantum-material","title":{"rendered":"Harnessing machine learning to analyze quantum material"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/harnessing-machine-learning-to-analyze-quantum-material2.jpg\"><\/a><\/p>\n<p>Electrons and their behavior pose fascinating questions for quantum physicists, and recent innovations in sources, instruments and facilities allow researchers to potentially access even more of the information encoded in quantum materials.<\/p>\n<p>However, these research innovations are producing unprecedented\u2014and until now, indecipherable\u2014volumes of data.<\/p>\n<p>\u201cThe information content in a piece of material can quickly exceed the total information content in the Library of Congress, which is about 20 terabytes,\u201d said Eun-Ah Kim, professor of physics in the College of Arts and Sciences, who is at the forefront of both <a href=\"https:\/\/phys.org\/tags\/quantum+materials\/\" rel=\"tag\" class=\"\">quantum materials<\/a> research and harnessing the power of <a href=\"https:\/\/phys.org\/tags\/machine+learning\/\" rel=\"tag\" class=\"\">machine learning<\/a> to analyze data from quantum material experiments.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Electrons and their behavior pose fascinating questions for quantum physicists, and recent innovations in sources, instruments and facilities allow researchers to potentially access even more of the information encoded in quantum materials. However, these research innovations are producing unprecedented\u2014and until now, indecipherable\u2014volumes of data. \u201cThe information content in a piece of material can quickly exceed [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1490,1617,6],"tags":[],"class_list":["post-140641","post","type-post","status-publish","format-standard","hentry","category-government","category-quantum-physics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/140641","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=140641"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/140641\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=140641"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=140641"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=140641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}