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Weighted physics-informed neural network(weighted PINN)for obtaining elastic responses under Hertzian-like contact

Yang Zhao Zhongxue Fu Jianfeng Zhao

摩擦（英文）2025，Vol.13Issue(10)：80-93,14.

摩擦（英文）2025，Vol.13Issue(10)：80-93,14.DOI:10.26599/FRICT.2025.9441062

Weighted physics-informed neural network(weighted PINN)for obtaining elastic responses under Hertzian-like contact

Yang Zhao ¹Zhongxue Fu ²Jianfeng Zhao¹

作者信息

1. School of Automotive and Transportation Engineering,Shenzhen Polytechnic University,Shenzhen 518055,China
2. College of Mechatronic and Control Engineering,Shenzhen University,Shenzhen 518060,China
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摘要

关键词

physics-informed neural network(PINN)/Hertzian contact/elastic deformation/elastic mechanics

Key words

physics-informed neural network(PINN)/Hertzian contact/elastic deformation/elastic mechanics

引用本文复制引用

Yang Zhao,Zhongxue Fu,Jianfeng Zhao..Weighted physics-informed neural network(weighted PINN)for obtaining elastic responses under Hertzian-like contact[J].摩擦（英文）,2025,13(10):80-93,14.

基金项目

This work was supported by the Guangdong Basic and Applied Basic Research Foundation(No.2023A1515240032),the Scientific Research Startup Fund for Shenzhen High-caliber Personnel of SZPU(No.6022310045k),and the Shenzhen Polytechnic University Research Fund(No.6024310009K). （No.2023A1515240032）

摩擦（英文）

ISSN：2223-7690

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