研究论文
Physics-informed neural networks for friction-involved nonsmooth dynamics problems
Zilin Li, Jinshuai Bai, Huajiang Ouyang, Saulo Martelli, Ming Tang, Yang Yang, Hongtao Wei, Pan Liu 等 10 位
Queensland University of Technology Zhengzhou University University of Liverpool Translational Research Institute
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逐年被引趋势
22110
24
2225
26
关键指标
43
被引次数 · OpenAlex
4.97
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 3%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
40
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学术脉络
学科主题
工程Brake Systems and Friction Analysis
Hydraulic and Pneumatic Systems · Model Reduction and Neural Networks
参考文献 40
Standard Inelastic Shocks and the Dynamics of Unilateral Constraints
被引 137Jean Jacques Moreau · 1985
Formulating Dynamic Multi-Rigid-Body Contact Problems with Friction as Solvable Linear Complementarity Problems
被引 493Mihai Anitescu, Florian A. Potra · Nonlinear Dynamics · 1997
Formulation and Preparation for Numerical Evaluation of Linear Complementarity Systems in Dynamics
被引 109Christoph Glocker, Christian Studer · Multibody System Dynamics · 2005
此处列出前 3 条
引用本文 43
Energy-based physics-informed neural network for frictionless contact problems under large deformation
被引 54Jinshuai Bai, Zhongya Lin, Yizheng Wang · Computer Methods in Applied Mechanics and Engineering · 2025
E-PINN: A fast physics-informed neural network based on explicit time-domain method for dynamic response prediction of nonlinear structures
被引 43Cheng Su, Jingwei Liang, Zengsheng He · Engineering Structures · 2024
Application of machine-vision-driven physics-informed neural networks in pantograph–catenary system state detection
被引 23Jingke Yan, Ning Zhou, Yao Cheng · Mechanical Systems and Signal Processing · 2026
按被引量排序，此处列出前 3 条