Active Learning Based Sampling for High-Dimensional Nonlinear Partial Differential Equations

Wenhan Gao, Chunmei Wang

The deep-learning-based least squares method has shown successful results in solving high-dimensional non-linear partial differential equations (PDEs). However, this method usually…