{"id":5748,"date":"2022-09-12T09:02:44","date_gmt":"2022-09-12T07:02:44","guid":{"rendered":"https:\/\/www.mi.uni-koeln.de\/NumSim\/?page_id=5748"},"modified":"2023-12-01T09:09:24","modified_gmt":"2023-12-01T08:09:24","slug":"activities","status":"publish","type":"page","link":"https:\/\/www.mi.uni-koeln.de\/NumSim\/sophia-schmickler\/activities\/","title":{"rendered":"Activities"},"content":{"rendered":"<h1>Research Interests:<\/h1>\n<ul>\n<li>Scientific Machine Learning, especially:\n<ul>\n<li>Neural Operators<\/li>\n<li>Physics Informed Machine Learning<\/li>\n<li>Reinforcement Learning<\/li>\n<\/ul>\n<\/li>\n<li>Current research: <a href=\"https:\/\/www.mi.uni-koeln.de\/NumSim\/2023\/10\/27\/snapshot-blending-finite-volume-fluxes-with-reinforcement-learning\/\">Snapshot: Blending Finite Volume Fluxes with Reinforcement Learning<\/a><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<p><strong>Publications:<\/strong><\/p>\n<ul>\n<li>Rafael Campos-Martin, <strong>Sophia Schmickler<\/strong>, Manish Goel, Korbinian Schneeberger, Achim Tresch, <em>Reliable genotyping of recombinant genomes using a robust hidden Markov model<\/em>, Plant Physiology, 2023;, kiad191, <a href=\"https:\/\/doi.org\/10.1093\/plphys\/kiad191\" data-google-interstitial=\"false\">https:\/\/doi.org\/10.1093\/plphys\/kiad191<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Research Interests: Scientific Machine Learning, especially: Neural Operators Physics Informed Machine Learning Reinforcement Learning Current research: Snapshot: Blending Finite Volume Fluxes with Reinforcement Learning Publications: Rafael Campos-Martin, Sophia Schmickler, Manish Goel, Korbinian Schneeberger, Achim Tresch, Reliable genotyping of recombinant genomes &hellip; <a href=\"https:\/\/www.mi.uni-koeln.de\/NumSim\/sophia-schmickler\/activities\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":9,"featured_media":0,"parent":5742,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/pages\/5748"}],"collection":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/comments?post=5748"}],"version-history":[{"count":8,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/pages\/5748\/revisions"}],"predecessor-version":[{"id":6183,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/pages\/5748\/revisions\/6183"}],"up":[{"embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/pages\/5742"}],"wp:attachment":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/media?parent=5748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}