{"id":3925676,"date":"2026-04-27T16:04:14","date_gmt":"2026-04-27T21:04:14","guid":{"rendered":"http:\/\/mikedyess.info\/para\/machine-learning-offers-faster-more-reliable-analysis-of-fermi-surfaces-in-search-of-spintronic-materials\/"},"modified":"2026-04-27T16:04:14","modified_gmt":"2026-04-27T21:04:14","slug":"machine-learning-offers-faster-more-reliable-analysis-of-fermi-surfaces-in-search-of-spintronic-materials","status":"publish","type":"post","link":"http:\/\/mikedyess.info\/para\/machine-learning-offers-faster-more-reliable-analysis-of-fermi-surfaces-in-search-of-spintronic-materials\/","title":{"rendered":"Machine learning offers faster, more reliable analysis of Fermi surfaces in search of spintronic materials"},"content":{"rendered":"<div>The search for next-generation electronic materials often starts with studying the Fermi surface, which serves as a map of a material&#8217;s electronic structure. Its shape varies with crystal structure, composition, and electronic band arrangement, directly impacting properties such as carrier density, magnetic behavior, and spin polarization. This makes it a crucial tool for understanding and engineering new materials.<\/div>\n<p><a target=\"_blank\" href=\"https:\/\/phys.org\/news\/2026-04-machine-faster-reliable-analysis-fermi.html\" target=\"_blank\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The search for next-generation electronic materials often starts with studying the Fermi surface, which serves as a map of a material&#8217;s electronic structure. Its shape varies with crystal structure, composition, and electronic band arrangement, directly impacting properties such as carrier density, magnetic behavior, and spin polarization. This makes it a crucial tool for understanding and [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-3925676","post","type-post","status-publish","format-standard","hentry","category-latest-in-physics","odd"],"_links":{"self":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/posts\/3925676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/comments?post=3925676"}],"version-history":[{"count":0,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/posts\/3925676\/revisions"}],"wp:attachment":[{"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/media?parent=3925676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/categories?post=3925676"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/mikedyess.info\/para\/wp-json\/wp\/v2\/tags?post=3925676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}