Work

DFD-PINN: data-free dual physics-informed neural networks for nonsmooth dynamics with driving constraints and frictional translation joints

Year: 2026

Type: article

Source: Nonlinear Dynamics

DOI: 10.1007/s11071-026-13022-5

Authors: Yuchen Xia, Ruiqing Han, Huichao Deng, Long Li, Xilun Ding

Institutions: Beihang University, Central South 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

Funder: National Natural Science Foundation of China

Award: G8014336173

OpenAlex ID: W7213547253

FWCI:

Cites: 49

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