TSONN: Time-stepping-oriented neural network for solving partial differential equations

Wenbo Cao, Weiwei Zhang

Deep neural networks (DNNs), especially physics-informed neural networks (PINNs), have recently become a new popular method for solving forward and inverse problems governed by par…