Integration Matters for Learning PDEs with Backward SDEs

TL;DR

Backward stochastic differential equation (BSDE)-based deep learning methods provide an alternative to Physics-Informed Neural Networks (PINNs) for solving high-dimensional partial differential equati…

Opening excerpt from the authors’ abstract. source