A residual-based finite element surrogate solver for elliptic partial differential equations

Kyoungjin Jung, Jae Yong Lee, Dongwook Shin

We propose a residual-based finite element surrogate solver for elliptic partial differential equations. The method combines convolutional neural networks with classical finite ele…