A deep backward regression-based scheme for high-dimensional nonlinear partial differential equations

Qiang Han, Shaolin Ji, Yunzhang Li

We propose a deep backward regression-based (DBR) scheme for solving high-dimensional nonlinear parabolic partial differential equations. Building on the DBDP method of Huré, Pham…