Subspace method based on neural networks for solving the partial differential equation in weak form

Pengyuan Liu, Zhaodong Xu, Zhiqiang Sheng

We present a subspace method based on neural networks for solving the partial differential equation in weak form with high accuracy. The basic idea of our method is to use some fun…