{"id":386,"date":"2022-12-15T19:09:23","date_gmt":"2022-12-15T22:09:23","guid":{"rendered":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/?p=386"},"modified":"2023-04-21T05:56:11","modified_gmt":"2023-04-21T09:56:11","slug":"neural-implicit-surface-evolution-using-differential-equations","status":"publish","type":"post","link":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/2022\/12\/neural-implicit-surface-evolution-using-differential-equations\/","title":{"rendered":"Neural Implicit Surface Evolution using Differential Equations"},"content":{"rendered":"<h3>Speaker: <a href=\"https:\/\/sites.google.com\/site\/tiagonovellodebrito\" target=\"_blank\" rel=\"noopener\"><b>Tiago Novello<\/b><\/a><\/h3>\n<h3>IMPA, Brasil<\/h3>\n<h3>Date: Tuesday, December 20, 2022 at 12 Santiago time<\/h3>\n<p><b>Abstract:<\/b> In this talk, we present a machine learning framework that uses smooth neural networks to model dynamic variations of implicit surfaces under partial differential equations.<\/p>\n<div>Examples include evolving an initial surface towards vector fields, smoothing and sharpening using the mean curvature equation, and interpolations of implicit surfaces regularized by specific differential equations.<\/div>\n<div><\/div>\n<div><\/div>\n<p><strong>Venue:<\/strong> Online via Zoom \/ Sala seminarios DIM, 5th floor, Beauchef 851<br \/>\n<strong>Chair:<\/strong> Gabrielle Nornberg<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tiago Novello (IMPA, Brasil)<\/p>\n","protected":false},"author":85,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-386","post","type-post","status-publish","format-standard","hentry","category-past-seminar"],"_links":{"self":[{"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/posts\/386","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/users\/85"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/comments?post=386"}],"version-history":[{"count":1,"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/posts\/386\/revisions"}],"predecessor-version":[{"id":387,"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/posts\/386\/revisions\/387"}],"wp:attachment":[{"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/media?parent=386"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/categories?post=386"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.eventos.cmm.uchile.cl\/pdeseminar\/wp-json\/wp\/v2\/tags?post=386"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}