Solving high-dimensional eigenvalue problems using deep neural networks: A diffusion Monte Carlo like approach

Jiequn Han, Jianfeng Lu, Mo Zhou

We propose a new method to solve eigenvalue problems for linear and semilinear second order differential operators in high dimensions based on deep neural networks. The eigenvalue…