Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems

Dongkun Zhang, Lu Lu, Ling Guo, George Em Karniadakis. Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems. J. Comput. Physics, 397, 2019. [doi]

Abstract

Abstract is missing.