{"id":2735,"date":"2026-08-03T03:31:37","date_gmt":"2026-08-03T03:31:37","guid":{"rendered":"https:\/\/futureknowledge.in\/?p=2735"},"modified":"2026-08-03T03:31:37","modified_gmt":"2026-08-03T03:31:37","slug":"a-unified-machine-learning-framework-for-ab-initio-multiscale-modeling-of-liquids","status":"publish","type":"post","link":"https:\/\/futureknowledge.in\/?p=2735","title":{"rendered":"A unified machine-learning framework for ab initio multiscale modeling of liquids"},"content":{"rendered":"<p>Proceedings of the National Academy of Sciences, Volume 123, Issue 30, July 2026. &lt;br\/&gt;SignificanceLiquids play a central role across science and technology. Yet predicting their behavior from first principles remains a significant challenge. Quantum mechanical approaches accurately capture molecular interactions but are typically limited &#8230;<\/p>\n<p><em>Source: <a href='https:\/\/www.pnas.org\/doi\/abs\/10.1073\/pnas.2610049123?af=R' target='_blank'>Read the original article on www.pnas.org<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Proceedings of the National Academy of Sciences, Volume 123, Issue 30, July 2026. &lt;br\/&gt;SignificanceLiquids play a central role across science and technology. Yet predicting their behavior from first principles remains a significant challenge. Quantum mechanical approaches accurately capture molecular interactions but are typically limited &#8230; Source: Read the original article on www.pnas.org<\/p>\n","protected":false},"author":1,"featured_media":2736,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-2735","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/posts\/2735","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2735"}],"version-history":[{"count":0,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/posts\/2735\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/media\/2736"}],"wp:attachment":[{"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2735"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2735"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}