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

2 September 2024

Ming Zhong

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

3 / 3 papers shown

Title
Deep learning soliton dynamics and complex potentials recognition for 1D and 2D PT-symmetric saturable nonlinear Schrödinger equations Jin Song Ilya Shenbin 84 25 0 29 Sep 2023
Data-driven peakon and periodic peakon travelling wave solutions of some nonlinear dispersive equations via deep learning Li Wang Zhenya Yan 74 47 0 12 Jan 2021
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 174 758 0 13 Mar 2020