{"id":1584,"date":"2023-11-12T21:12:23","date_gmt":"2023-11-13T01:12:23","guid":{"rendered":"https:\/\/sites.nd.edu\/jianxun-wang\/?page_id=1584"},"modified":"2023-11-19T10:23:49","modified_gmt":"2023-11-19T14:23:49","slug":"bayesian-conditional-diffusion-models-for-versatile-spatiotemporal-turbulence-generation","status":"publish","type":"page","link":"https:\/\/sites.nd.edu\/jianxun-wang\/bayesian-conditional-diffusion-models-for-versatile-spatiotemporal-turbulence-generation\/","title":{"rendered":"Bayesian conditional diffusion models for versatile spatiotemporal turbulence generation"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Gao et al. <a href=\"https:\/\/arxiv.org\/abs\/2311.07896\">Bayesian Conditional Diffusion Models for Versatile Spatiotemporal Turbulence Generation<\/a>, 2023.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"URANS-condtioned generation of LES flow sequences for Re=5900\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/pD0rwJmtJJc?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"RANS conditioned generation\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/lTEX5I-DA5s?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Unconditioned generation (generation of turbulent channel flow from scratch - Re_tau = 180 )\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/DXnIRwV5CP4?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Unconditioned generation (generation of turbulent channel flow from scratch - Re_tau = 180 )\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/qHfuAySaHb4?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Generation of turbulent channel flow conditioned on Reynolds stress - Re_tau = 180\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/9OED8MjlVlc?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Super-resolved generation of hypersonic TBL (16x16 to 256x256)\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/Pz3VYQwnjkA?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Super-resolved generation of hypersonic TBL (2x2 to 256x256)\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/oP6jiKeN_Xc?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Super-resolved generation of hypersonic TBL (64x64 to 256x256)\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/IqC29qGjoWo?list=PLYa2q8Y67R3ZCtfUmXf0HJI9pKb2dUVcg\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Gao et al. Bayesian Conditional Diffusion Models for Versatile Spatiotemporal Turbulence Generation, 2023.<\/p>\n","protected":false},"author":3220,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1584","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages\/1584","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/types\/page"}],"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=1584"}],"version-history":[{"count":2,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages\/1584\/revisions"}],"predecessor-version":[{"id":1597,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages\/1584\/revisions\/1597"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/media?parent=1584"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}