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Penghua Ying

Tel Aviv University

Ramat Aviv

Tel-Aviv, 6997801

Israel

  • Tel Aviv University

SCHOLARLY PAPERS

2

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72

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Scholarly Papers (2)

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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)

Abstract:

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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)

Abstract:

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