1 citations · 1 across the 2 of their papers we have counts for
2 papers
physics.chem-ph2024
Refining Potential Energy Surface through Dynamical Properties via Differentiable Molecular Simulation
Bin Han, Kuang Yu
Recently, machine learning potentials (MLP) largely enhances the reliability of molecular dynamics, but its accuracy is limited by the underlying methods. A vi…
cond-mat.mtrl-sci2024★ 1 cited
Observation of dendrite formation at Li metal-electrolyte interface: A machine-learning enhanced constant potential framework
Taiping Hu, Haichao Huang, Guobing Zhou +8
Uncontrollable dendrites growth during electrochemical cycles leads to low Coulombic efficiency and critical safety issues in Li metal batteries. Hence, a comprehensive understandi…