{"id":1697,"date":"2024-07-18T16:27:16","date_gmt":"2024-07-18T20:27:16","guid":{"rendered":"https:\/\/sites.nd.edu\/jianxun-wang\/?p=1697"},"modified":"2024-07-18T16:27:16","modified_gmt":"2024-07-18T20:27:16","slug":"gave-a-3-hours-short-course-on-sciml-shtc-2024","status":"publish","type":"post","link":"https:\/\/sites.nd.edu\/jianxun-wang\/2024\/07\/18\/gave-a-3-hours-short-course-on-sciml-shtc-2024\/","title":{"rendered":"Gave a 3-hours short course on SciML @SHTC, 2024"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">I am very happy to share that I delivered a 3-hour short course on Scientific Machine Learning (SciML) for computational physics at the ASME Summer Heat Transfer Conference (SHTC 2024) this week. <a href=\"https:\/\/event.asme.org\/SHTC\/Program\/Short-Courses\">https:\/\/event.asme.org\/SHTC\/Program\/Short-Courses<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">During the course, we explored:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Using physics to regularize ML training and inform neural architecture design<\/li>\n\n\n\n<li>Integrating ML with traditional numerical solvers using differentiable programming<\/li>\n\n\n\n<li>Leveraging generative AI for modeling stochastic spatiotemporal processes<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">It was wonderful to see so many participants and to connect with researchers and students.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As requested, the slides from the tutorial are now available here <a href=\"https:\/\/www.dropbox.com\/scl\/fi\/bp6inwy5kfp6rsg0oksrt\/SciML-tutorial-Wang-public.pdf?rlkey=6bxmnigpnvc6w8pqfcaxcuns5&amp;dl=0\">https:\/\/www.dropbox.com\/scl\/fi\/bp6inwy5kfp6rsg0oksrt\/SciML-tutorial-Wang-public.pdf?rlkey=6bxmnigpnvc6w8pqfcaxcuns5&amp;dl=0<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Thank you to everyone who attended and contributed to the discussions!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am very happy to share that I delivered a 3-hour short course on Scientific Machine Learning (SciML) for computational physics at the ASME Summer Heat Transfer Conference (SHTC 2024) this week. https:\/\/event.asme.org\/SHTC\/Program\/Short-Courses During the course, we explored: It was wonderful to see so many participants and to connect with researchers and students. As requested, [&hellip;]<\/p>\n","protected":false},"author":3220,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[230501],"class_list":["post-1697","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-invited-talks"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/posts\/1697","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/users\/3220"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/comments?post=1697"}],"version-history":[{"count":1,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/posts\/1697\/revisions"}],"predecessor-version":[{"id":1698,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/posts\/1697\/revisions\/1698"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/media?parent=1697"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/categories?post=1697"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/tags?post=1697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}