Convergence analysis of a quasi-Monte Carlo-based deep learning algorithm for solving partial differential equations

Fengjiang Fu, Xiaoqun Wang

Deep learning methods have achieved great success in solving partial differential equations (PDEs), where the loss is often defined as an integral. The accuracy and efficiency of t…