Work

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

Year: 2024

Type: article

Source: Journal of Computational Physics

DOI: 10.1016/j.jcp.2024.112917

Authors: Jin Song, Ming Zhong, George Em Karniadakis, Zhenya Yan

Institutions: Chinese Academy of Sciences, Academy of Mathematics and Systems Science, University of Chinese Academy of Sciences, Brown University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

Funder: National Natural Science Foundation of China

Award: G6494717317

OpenAlex ID: W4392697352

FWCI: 4.886

Cites: 63

Cited by: 33

Related to: 10