72 citations · 73 across the 5 of their papers we have counts for
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cond-mat.mtrl-sci2023★ 1 cited
First-Principles Modeling of Equilibration Dynamics of Hyperthermal Products of Surface Reactions Using Scalable Neural Network Potential
Qidong Lin, Bin Jiang
Equilibration dynamics of hot oxygen atoms following O2 dissociation on Pd(100) and Pd(111) surfaces are investigated by molecular dynamics simulations based on a scalable neural n…
physics.chem-ph2023★ 72 cited
Universal Machine Learning for the Response of Atomistic Systems to External Fields
Yaolong Zhang, Bin Jiang
Machine learned interatomic interaction potentials have enabled efficient and accurate molecular simulations of closed systems. However, external fields, which can greatly change t…