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Shuling Liang

Southwest Jiaotong University

No. 111, Sec. North 1, Er-Huan Rd.

Chengdu

Chengdu, 610031

China

  • Southwest Jiaotong University

SCHOLARLY PAPERS

2

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82

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

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
Downloads 53 (1,052,702)

Abstract:

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Wheel polygonal wear, Physics-guided neural network, Wheel-rail interaction, High-speed train, Frequency response function, Deep Learning, fault diagnosis

2.

Dynamic Modeling of High-Speed Wheel-Rail Adhesion Tests on a Scaled Rig

Number of pages: 29 Posted: 22 Feb 2025
Shuangchao Huang, Xin Zhao, Wen Liu, Yifan Yan, Hui Li, Zefeng Wen and Shuling Liang
Southwest Jiaotong University, Southwest Jiaotong University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Southwest Jiaotong University and Southwest Jiaotong University
Downloads 29 (1,332,057)

Abstract:

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Dynamic adhesion behaviors, Scaled test, Numerical reconstruction, Explicit FE method