An adaptive weighted extrapolation neural network for dispersive shock waves generated by square-root initial condition of the KdV equation

Xuan-Jie Wang, Rui Guo, An-Yao Jin +1

Simulating dispersive shock waves (DSWs) using physics-informed neural networks (PINNs) presents significant numerical difficulties. In particular, the square-root initial conditio…