Work

PINN-BPM: An Enhanced Physics-Informed Neural Network Framework of Solving Helmholtz Equation for Light Field Propagation in Optical Fiber

Year: 2025

Type: article

Source: Journal of Lightwave Technology

DOI: 10.1109/jlt.2025.3615984

Authors: Xiao Luo, Min Zhang, Zhuo Wang, Xiaotian Jiang, Yuchen Song, Danshi Wang

Institutions: Beijing University of Posts and Telecommunications, State Key Laboratory of Information Photonics and Optical Communications, South China Normal University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Beijing Nova Program

Awards: G3029906095, G4711160628, G4833403388, G951206180

OpenAlex ID: W4414646997

FWCI: 1.715

Cites: 56

Cited by: 4

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