Two-stage initial-value iterative physics-informed neural networks for simulating solitary waves of nonlinear wave equations

Jin Song, Ming Zhong, George Em Karniadakis +1

We propose a new two-stage initial-value iterative neural network (IINN) algorithm for solitary wave computations of nonlinear wave equations based on traditional numerical iterati…