Work

ALM-PINN: An Adaptive Physical Informed Neural Network Optimized by Levenberg-Marquardt for Efficient Solution of Singular Perturbation Problems

Year: 2025

Type: article

Source: Advances in Applied Mathematics and Mechanics

DOI: 10.4208/aamm.oa-2024-0092

Authors: Yinghao Chen, Muzhou Hou, Jingying Hu, Yang Xiao, Jinyong Ying, Ting Zhang

Institutions: Central South University, National University of Singapore, Nanjing University of Aeronautics and Astronautics

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W4409565281

FWCI:

Cites: 50

Cited by:

Related to: 10