DGNN: A Neural PDE Solver Induced by Discontinuous Galerkin Methods

Guanyu Chen, Shengze Xu, Dong Ni +1

We propose a general framework for the Discontinuous Galerkin-induced Neural Network (DGNN), inspired by the Interior Penalty Discontinuous Galerkin Method (IPDGM). In this approac…