Smoothness Errors in Dynamics Models and How to Avoid Them

Edward Berman, Luisa Li, Jung Yeon Park +1

Modern neural networks have shown promise for solving partial differential equations over surfaces, often by discretizing the surface as a mesh and learning with a mesh-aware graph…