Deep adaptive basis Galerkin method for high-dimensional evolution equations with oscillatory solutions

Yiqi Gu, Micheal K. Ng

In this paper, we study deep neural networks (DNNs) for solving high-dimensional evolution equations with oscillatory solutions. Different from deep least-squares methods that deal…