[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-geometric-regularization":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"94cf0ee4-16b8-4aec-8f26-25a02c468498","geometric regularization","geometric-regularization",1,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"3f7a57a7-2b10-454a-8fb7-2f425b20daa1","geometric-regularization-autoencoders-stochastic-dynamics-en","Autoencoders for stochastic dynamics get geometric regularization","A new method adds tangent-bundle and inverse-consistency regularization to autoencoders for reduced stochastic simulators.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776665213713-h485.png","en","2026-04-20T06:06:35.380326+00:00"]