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20242026
most citedCorrecting force error-induced underestimation of lattice thermal conductivity in machine learning molecular dynamics

41 citations · 107 across the 6 of their papers we have counts for

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Showing cond-mat.mtrl-sciShow all

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cond-mat.mtrl-sci2026

Intrinsically ultralow thermal conductivity in all-inorganic superatomic bulk crystals

Mingzhang Yang, Yuxi Wang, Jun Deng +7

Superatomic compounds, composed of atomic clusters interwoven by weak chemical bonds exhibit large anharmonicity vibrations, are excellent candidates for ultralow thermal conductiv…

cond-mat.mtrl-sci2025★ 7 cited

Ultrahigh interfacial thermal conductance for cooling gallium oxide electronics using cubic boron arsenide

Wenjiang Zhou, Nianjie Liang, Wei Xiao +3

Gallium oxide (GaO) has attracted significant interest for its unique potential especially in power electronics. However, its low and anisotropic thermal conductivity poses…

cond-mat.mtrl-sci2024★ 29 cited

Insight into the effect of force error on the thermal conductivity from machine-learned potentials

Wenjiang Zhou, Nianjie Liang, Xiguang Wu +3

Machine-learned potentials (MLPs) have been extensively used to obtain the lattice thermal conductivity via atomistic simulations. However, the impact of force errors in various ML…

cond-mat.mtrl-sci2024★ 30 cited

Highly efficient path-integral molecular dynamics simulations with GPUMD using neuroevolution potentials: Case studies on thermal properties of materials

Penghua Ying, Wenjiang Zhou, Lucas Svensson +10

Path-integral molecular dynamics (PIMD) simulations are crucial for accurately capturing nuclear quantum effects in materials. However, their computational intensity and reliance o…

cond-mat.mtrl-sci2024★ 41 cited

Correcting force error-induced underestimation of lattice thermal conductivity in machine learning molecular dynamics

Xiguang Wu, Wenjiang Zhou, Haikuang Dong +5

Machine learned potentials (MLPs) have been widely employed in molecular dynamics (MD) simulations to study thermal transport. However, literature results indicate that MLPs genera…