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Xiaojian Liu

Zhejiang University

SCHOLARLY PAPERS

5

DOWNLOADS

129

TOTAL CITATIONS

3

Scholarly Papers (5)

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1.

High-Fidelity Morphology Modelling with Sparse Point Cloud of Complex Surface Based on Vmd Feature Extraction and Predictive Reconstruction

Number of pages: 27 Posted: 25 Apr 2023
Xiaojian Liu, Hao Wu, Zili Wang, Jinghua Xu, Lemiao Qiu, Shuyou Zhang and Jianrong Tan
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 41 (1,183,237)

Abstract:

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High-fidelity morphology modelling, Feature Extraction, predictive reconstruction, sparse point cloud, Complex surface

2.

Spatial Spiral Tube Multi-Roller Bending: Accurate Axial Prediction Utilizing Awpso-Fecam-Lstm Framework

Number of pages: 31 Posted: 15 Apr 2025
Zili Wang, Yonglin Tao, Shuyou Zhang, Xiaojian Liu, Yaochen Lin, Liangyou Li, Jianrong Tan and Zheyi Li
Zhejiang University, affiliation not provided to SSRN, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 34 (1,263,436)

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Multi-roller bending, Spatial metal tube bending, Process parameters, Bent tube axis prediction, Neural Networks

3.

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)

Abstract:

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

4.

Full-Cross-Section Deformation Characterization of Cu/Al Bimetallic Tubes Under Rotary-Draw-Bending Based on Physics-Driven B-Spline Curves Fitting

Number of pages: 29 Posted: 16 Feb 2022
Mengyu Fu, Zili Wang, Shuyou Zhang, Xiaojian Liu, Yaochen Lin and Le Wang
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhejiang University
Downloads 23 (1,424,331)
Citation 3

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Bimetallic tube, Cross-section deformation, Rotary draw bending, Forming defects, B-spline curves fitting

5.

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)

Abstract:

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