Data-driven localized waves and parameter discovery in the massive
Thirring model via extended physics-informed neural networks with interface
zones

Data-driven localized waves and parameter discovery in the massive Thirring model via extended physics-informed neural networks with interface zones

29 September 2023

Christian Berger

Sadok Ben Toumia

Zijian Zhou

Zhenya Yan

Papers citing "Data-driven localized waves and parameter discovery in the massive Thirring model via extended physics-informed neural networks with interface zones"

5 / 5 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 89 25 0 29 Sep 2023
Parallel Physics-Informed Neural Networks via Domain Decomposition K. Shukla Ameya Dilip Jagtap George Karniadakis PINN 101 274 0 20 Apr 2021
Physics-informed neural networks with hard constraints for inverse design Lu Lu R. Pestourie Wenjie Yao Zhicheng Wang F. Verdugo Steven G. Johnson PINN 50 494 0 09 Feb 2021
Data-driven peakon and periodic peakon travelling wave solutions of some nonlinear dispersive equations via deep learning Li Wang Zhenya Yan 76 47 0 12 Jan 2021
hp-VPINNs: Variational Physics-Informed Neural Networks With Domain Decomposition E. Kharazmi Zhongqiang Zhang George Karniadakis 128 509 0 11 Mar 2020