output
20182024
most citedCorrecting force error-induced underestimation of lattice thermal conductivity in machine learning molecular dynamics

41 citations

9 papers

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…

cs.AR2024

SSRESF: Sensitivity-aware Single-particle Radiation Effects Simulation Framework in SoC Platforms based on SVM Algorithm

Meng Liu, Shuai Li, Fei Xiao +3

The ever-expanding scale of integrated circuits has brought about a significant rise in the design risks associated with radiation-resistant integrated circuit chips. Traditional s…

cond-mat.mtrl-sci2024★ 4 cited

Isotope engineering of carrier mobility via Fröhlich electron-phonon interaction

Wenjiang Zhou, Te-Huan Liu, Bai Song

Isotope effects on phonon properties and transport have been predicted and observed for decades. However, despite the crucial impact of electron-phonon interactions, the effect of…

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…

cs.CV2023★ 16 cited

A Specific Task-oriented Semantic Image Communication System for substation patrol inspection

Senran Fan, Haotai Liang, Chen Dong +2

Intelligent inspection robots are widely used in substation patrol inspection, which can help check potential safety hazards by patrolling the substation and sending back scene ima…

cond-mat.quant-gas2020★ 7 cited

Bose-Einstein condensates in an atom-optomechanical system with effective global non-uniform interaction

Jia-Ming Cheng, Zheng-Wei Zhou, Guang-Can Guo +2

We consider a hybrid atom-optomechanical system consisting of a mechanical membrane inside an optical cavity and an atomic Bose-Einstein condensate outside the cavity. The condensa…