{"id":2192,"date":"2020-05-15T17:47:00","date_gmt":"2020-05-15T08:47:00","guid":{"rendered":"http:\/\/www.phys.s.u-tokyo.ac.jp\/en\/?p=2192"},"modified":"2020-08-28T17:12:17","modified_gmt":"2020-08-28T08:12:17","slug":"completing-density-functional-theory-by-machine-learning-hidden-messages-from-molecules","status":"publish","type":"post","link":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/news\/2192\/","title":{"rendered":"Completing density functional theory by machine learning hidden messages from molecules"},"content":{"rendered":"\n<p>A research group of Mr. Ryo Nagai (<a href=\"https:\/\/sugino.issp.u-tokyo.ac.jp\/en\/\">Sugino Laboratory, ISSP<\/a>), Assistant Professor Ryosuke Akashi (<a href=\"https:\/\/white.phys.s.u-tokyo.ac.jp\/index2_en.php\">Tsuneyuki Laboratory<\/a>) and Professor Osumu Sugino (ISSP) has applied a machine learning method used in AI technology and developed a method to complement an incomplete term in density functional theory (DFT) that calculates the electronic state of a substance.<\/p>\n\n\n\n<p>This work was published online in the British scientific journal \"<a href=\"https:\/\/www.nature.com\/articles\/s41524-020-0310-0\"><em>npj Computational Materials<\/em><\/a>\" on May 5, 2020.<\/p>\n\n\n\n<p>See below for details.<\/p>\n\n\n\n<ul><li>Tsuneyuki Lab. : <a href=\"https:\/\/white.phys.s.u-tokyo.ac.jp\/index2_en.php\">https:\/\/white.phys.s.u-tokyo.ac.jp\/index2_en.php<\/a><\/li><li>Aritcle URL : <a href=\"https:\/\/www.nature.com\/articles\/s41524-020-0310-0\">https:\/\/www.nature.com\/articles\/s41524-020-0310-0<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"A research group of Mr. Ryo Nagai (Sugino Laboratory, ISSP), Assistant Professor Ryosuke Akashi (Tsuneyuki Lab [&hellip;]","protected":false},"author":8,"featured_media":2195,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[29,10],"_links":{"self":[{"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/posts\/2192"}],"collection":[{"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/comments?post=2192"}],"version-history":[{"count":10,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/posts\/2192\/revisions"}],"predecessor-version":[{"id":2237,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/posts\/2192\/revisions\/2237"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/media\/2195"}],"wp:attachment":[{"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/media?parent=2192"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/categories?post=2192"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.phys.s.u-tokyo.ac.jp\/en\/wp-json\/wp\/v2\/tags?post=2192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}