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Zheyong Fan

Bohai University

China

SCHOLARLY PAPERS

4

DOWNLOADS

108

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Modular Hybrid Machine Learning and Physics-Based Potentials for Scalable Modeling of Van Der Waals Heterostructures

Number of pages: 21 Posted: 13 Jun 2025
Hekai Bu, Wenwu Jiang, Penghua Ying, Ting Liang, Zheyong Fan and Wengen Ouyang
Wuhan University, Wuhan University, Tel Aviv University, The Chinese University of Hong Kong (CUHK), Bohai University and Wuhan University
Downloads 47 (1,133,231)

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Machine learned potential, Mechanical properties, Van der Waals materials, Moiré pattern, Structural reconstruction

2.

Anisotropic and isotropic elasticity and thermal transport in monolayer C$_{24}$ networks from machine-learning molecular dynamics

Number of pages: 13 Posted: 23 Dec 2025
Qing Li, Haikuan Dong, Penghua Ying and Zheyong Fan
Bohai University, Bohai University, Tel Aviv University and Bohai University
Downloads 25 (1,399,036)

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Machine-learned molecular dynamics, Thermal conductivity, Elasticity property, Heat transport, Monolayer C$_{24}$

3.

Interface phonon modes governed ultrahigh thermal conductance of diamond/cubicboron nitride interfaces

Number of pages: 11 Posted: 14 Apr 2026
Xiaonan Wang, Xin Wu, Penghua Ying, Zheyong Fan, Jin Zhang and Huarui Sun
affiliation not provided to SSRN, University of Tokyo, affiliation not provided to SSRN, Bohai University, Harbin Institute of Science and Technology and Harbin Institute of Technology
Downloads 22 (1,448,301)

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diamond/cubic boron nitride interface, Interfacial thermal conductance, molecular dynamics simulations, machine learning

4.

Neptrain and Neptrainkit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials

Number of pages: 31 Posted: 01 Jul 2025
Chengbing Chen, Yutong Li, Rui Zhao, Zhoulin Liu, Zheyong Fan, Gang Tang and Zhiyong Wang
Guilin University of Technology, Beijing Institute of Technology, Hunan University, affiliation not provided to SSRN, Bohai University, Beijing Institute of Technology and Guilin University of Technology
Downloads 14 (1,518,554)

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NEP, GPUMD, Machine-learned potential, Dataset, Visualization software