Deep Stochastic Residual Methods for Fully Nonlinear Parabolic Equations

Zhenhua Zhao, Jihao Long

We develop and analyze neural stochastic residual methods for fully nonlinear parabolic terminal problems under exact diffusion sampling. A quadratic stochastic residual supports g…