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Xinyu Lu

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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31

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Scholarly Papers (2)

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1.

Physics-Informed Thermodynamical Hybrid Modeling Method for Predicting the Dissipative Hamiltonian Dynamics of Electric Spindles in Machine Tools

Number of pages: 30 Posted: 27 Oct 2025
Xiaojian Liu, Xinyu Lu, Huishu Jia, Wei Zeng, Wentian Li, Yangjian Ji, Guodong Yi, Kang Wang, Lemiao Qiu and Shuyou Zhang
Zhejiang University, affiliation not provided to SSRN, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 23 (1,411,822)

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Physics-Informed Hybrid Modelling, Dissipative Hamiltonian System, Non-Linear Dynamics, Electric Spindles, Machine Tool, Data-Driven Modelling

2.

X-Ham: An Exergy-Imbued Hamiltonian Neural Architecture for Thermal Field Reconstruction In Gantry Machine Tools

Number of pages: 18 Posted: 19 May 2026
Xinyu Lu, Kang Wang, Yangjian Ji, Xiaojian Liu, Lemiao Qiu, Guodong Yi, Shuyou Zhang and Jianrong Tan
affiliation not provided to SSRN, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 8 (1,561,096)

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Thermal Field Reconstruction \sep Exergetic Port-Hamiltonian Systems \sep Gantry Machine Tools \sep Feed System \sep Industrial Physical AI