Unbiased and Second-Order-Free Training for High-Dimensional PDEs

Jaemin Seo, Surin Lee, Jae Yong Lee

Deep learning methods based on backward stochastic differential equations (BSDEs) have emerged as competitive alternatives to physics-informed neural networks (PINNs) for solving h…