{"id":6863,"date":"2024-09-09T13:44:08","date_gmt":"2024-09-09T17:44:08","guid":{"rendered":"http:\/\/mseas.mit.edu\/?p=6863"},"modified":"2025-09-02T15:31:49","modified_gmt":"2025-09-02T19:31:49","slug":"akhil-sadam","status":"publish","type":"post","link":"https:\/\/mseas.mit.edu\/?p=6863","title":{"rendered":"Akhil Sadam"},"content":{"rendered":"\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:27% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"511\" src=\"https:\/\/mseas.mit.edu\/wp-content\/uploads\/2024\/09\/akhil_sadam.jpg\" alt=\"\" class=\"wp-image-6865 size-full\" srcset=\"https:\/\/mseas.mit.edu\/wp-content\/uploads\/2024\/09\/akhil_sadam.jpg 360w, https:\/\/mseas.mit.edu\/wp-content\/uploads\/2024\/09\/akhil_sadam-211x300.jpg 211w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p>&nbsp;<\/p>\n<ul class=\"thumbs\">\n<li><a href=\"https:\/\/akhilsadam.github.io\/#\/\" target=\"blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/mseas.mit.edu\/wp-content\/uploads\/2018\/10\/website-icon.png\" width=\"30\"\/><\/a><\/li>\n<li><a href=\"mailto:a1744874@mit.edu\" target=\"blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/mseas.mit.edu\/wp-content\/uploads\/2018\/10\/email-icon.jpg\" width=\"30\"\/><\/a><\/li>\n<li><a href=\"https:\/\/www.linkedin.com\/in\/akhil-sadam\/\" target=\"blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/mseas.mit.edu\/wp-content\/uploads\/2018\/10\/linkedin-icon.png\" width=\"30\"\/><\/a><\/li>\n<li><a href=\"https:\/\/scholar.google.com\/citations?user=6G9FVRgAAAAJ\" target=\"blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/mseas.mit.edu\/wp-content\/uploads\/2018\/10\/scholar-icon.jpg\" width=\"30\"\/><\/a><\/li>\n<\/ul>\n<p class=\"person-story\">Hi! I currently work on reduced order ocean\/weather\/fluid prediction (via neural operators), optical simulations (RCWA), and generative tessellations (via parameterized PINNs). I&#8217;m interested in PINNs, L-Conv (based on Lie Algebra), and other parameterized manifold learning approaches that learn the smallest possible, arbitrary resolution network. These networks are generally promising surrogates or inverters for MCMC (Markov-Chain-Monte-Carlo) physics simulations. I also compose music and (try) to develop procedural worlds\/games; please see my (yet-to-be-updated) website for more!<br \/>\nInterests:\n<\/p><ul>\n<li>Deep Learning Surrogates<\/li>\n<li>Inverse Problems<\/li>\n<li>Reduced Order Models<\/li>\n<li>Uncertainty Quantification<\/li>\n<li>Generative Modeling<\/li>\n<\/ul>\n<p><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Hi! I currently work on reduced order ocean\/weather\/fluid prediction (via neural operators), optical simulations (RCWA), and generative tessellations (via parameterized PINNs). I&#8217;m interested in PINNs, L-Conv (based on Lie Algebra), and other parameterized manifold learning approaches that learn the smallest possible, arbitrary resolution network. These networks are generally promising surrogates or inverters for MCMC [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[76],"tags":[],"class_list":["post-6863","post","type-post","status-publish","format-standard","hentry","category-people"],"_links":{"self":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/6863","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6863"}],"version-history":[{"count":4,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/6863\/revisions"}],"predecessor-version":[{"id":6872,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=\/wp\/v2\/posts\/6863\/revisions\/6872"}],"wp:attachment":[{"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6863"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6863"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mseas.mit.edu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6863"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}