{"id":5729,"date":"2022-08-23T09:57:46","date_gmt":"2022-08-23T07:57:46","guid":{"rendered":"https:\/\/www.mi.uni-koeln.de\/NumSim\/?p=5729"},"modified":"2022-08-23T16:12:07","modified_gmt":"2022-08-23T14:12:07","slug":"talk-deniz-bezgin-tum-and-aaron-buhendwa-tum-about-jax-fluids-friday-26th-august-2022-10am-cest","status":"publish","type":"post","link":"https:\/\/www.mi.uni-koeln.de\/NumSim\/2022\/08\/23\/talk-deniz-bezgin-tum-and-aaron-buhendwa-tum-about-jax-fluids-friday-26th-august-2022-10am-cest\/","title":{"rendered":"Talk: Deniz Bezgin (TUM) and Aaron Buhendwa (TUM) about Differentiable Fluid Dynamics in JAX: Challenges and Perspectives, Friday, 26th August 2022, 10am CEST"},"content":{"rendered":"<p>JAX-FLUIDS is a CFD solver written in Python, which uses the JAX framework to enable automatic differentiation (AD). This allows one to easily create applications for data-driven simulations or other optimization problems.The talk is based on the recent preprint &#8220;JAX-FLUIDS: A fully-differentiable high-order computational fluid dynamics solver for compressible two-phase flows&#8221; (<a href=\"https:\/\/arxiv.org\/abs\/2203.13760\">arXiv:2203.13760<\/a>).<\/p>\n<p>To obtain the Zoom link for this online talk, please get in touch with <a href=\"https:\/\/www.mi.uni-koeln.de\/NumSim\/gregor-gassner\/\">Gregor Gassner<\/a> or <a href=\"https:\/\/www.hlrs.de\/people\/michael-schlottke-lakemper\">Michael Schlottke-Lakemper<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>JAX-FLUIDS is a CFD solver written in Python, which uses the JAX framework to enable automatic differentiation (AD). This allows one to easily create applications for data-driven simulations or other optimization problems.The talk is based on the recent preprint &#8220;JAX-FLUIDS: &hellip; <a href=\"https:\/\/www.mi.uni-koeln.de\/NumSim\/2022\/08\/23\/talk-deniz-bezgin-tum-and-aaron-buhendwa-tum-about-jax-fluids-friday-26th-august-2022-10am-cest\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/posts\/5729"}],"collection":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/comments?post=5729"}],"version-history":[{"count":3,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/posts\/5729\/revisions"}],"predecessor-version":[{"id":5732,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/posts\/5729\/revisions\/5732"}],"wp:attachment":[{"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/media?parent=5729"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/categories?post=5729"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mi.uni-koeln.de\/NumSim\/wp-json\/wp\/v2\/tags?post=5729"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}