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Yuchen Xie

affiliation not provided to SSRN

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A Physics-Guided Neural Network with Embedded Multi-Wheel FRF for Robust Wheel Polygonal Wear Diagnosis

Number of pages: 37 Posted: 19 Dec 2025
Wentian Xu, Zefeng Wen, Gongquan Tao, Xingwen Wu, Chen Yang, Yuchen Xie, Junzuo Liu, Maoru Chi and Shuling Liang
affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University, affiliation not provided to SSRN, Southwest Jiaotong University, affiliation not provided to SSRN, Southwest Jiaotong University, Southwest Jiaotong University and Southwest Jiaotong University
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Wheel polygonal wear, Physics-guided neural network, Wheel-rail interaction, High-speed train, Frequency response function, Deep Learning, fault diagnosis