{"id":389,"date":"2025-06-10T11:15:12","date_gmt":"2025-06-10T03:15:12","guid":{"rendered":"http:\/\/ideas.zhut.group\/?page_id=389"},"modified":"2025-06-11T09:36:46","modified_gmt":"2025-06-11T01:36:46","slug":"machine-learning-aid-first-principle-software-development","status":"publish","type":"page","link":"http:\/\/ideas.zhut.group\/index.php\/machine-learning-aid-first-principle-software-development\/","title":{"rendered":"Machine Learning aid First Principle Software Development"},"content":{"rendered":"\n<p style=\"font-style:normal;font-weight:400\">Computational efficiency and scalability are also critical for efficient inverse design based on first-principles calculations.\u00a0To enable simulations of large material systems (thousands of atoms or more) within seconds, our team focuses on\u00a0integrating machine learning techniques into modern first-principles software (e.g. FHI-aims, Abinit, QE, VASP, etc.). This approach\u00a0aims to achieve DFT-level accuracy\u00a0at significantly reduced computational cost. <strong>This is also a new area in our group, we are welcoming ambitious students who want to join this project and change the future of the first principle calculations together. <\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Computational efficiency and scalability are also criti [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-389","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/pages\/389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/comments?post=389"}],"version-history":[{"count":3,"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/pages\/389\/revisions"}],"predecessor-version":[{"id":518,"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/pages\/389\/revisions\/518"}],"wp:attachment":[{"href":"http:\/\/ideas.zhut.group\/index.php\/wp-json\/wp\/v2\/media?parent=389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}