{"id":2741,"date":"2026-08-03T03:31:40","date_gmt":"2026-08-03T03:31:40","guid":{"rendered":"https:\/\/futureknowledge.in\/?p=2741"},"modified":"2026-08-03T03:31:40","modified_gmt":"2026-08-03T03:31:40","slug":"the-quantum-ensemble-variational-optimization-algorithm-applications-to-molecular-inverse-design","status":"publish","type":"post","link":"https:\/\/futureknowledge.in\/?p=2741","title":{"rendered":"The quantum ensemble variational optimization algorithm: Applications to molecular inverse design"},"content":{"rendered":"<p>Proceedings of the National Academy of Sciences, Volume 123, Issue 30, July 2026. &lt;br\/&gt;SignificanceMolecular inverse design is a classically exponential problem that could greatly benefit from quantum computing. Here, we introduce the quantum ensemble variational optimization (QEVO), a quantum algorithm that encodes molecules into a &#8230;<\/p>\n<p><em>Source: <a href='https:\/\/www.pnas.org\/doi\/abs\/10.1073\/pnas.2531186123?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;SignificanceMolecular inverse design is a classically exponential problem that could greatly benefit from quantum computing. Here, we introduce the quantum ensemble variational optimization (QEVO), a quantum algorithm that encodes molecules into a &#8230; Source: Read the original article on www.pnas.org<\/p>\n","protected":false},"author":1,"featured_media":2742,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-2741","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\/2741","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=2741"}],"version-history":[{"count":0,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/posts\/2741\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=\/wp\/v2\/media\/2742"}],"wp:attachment":[{"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/futureknowledge.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}