Deep random difference method for high-dimensional quasilinear parabolic partial differential equations

Wei Cai, Shuixin Fang, Tao Zhou

Solving high-dimensional parabolic partial differential equations (PDEs) with deep learning methods is often computationally and memory intensive, primarily due to the need for aut…