240 citations · 271 across the 2 of their papers we have counts for
2 papers
cond-mat.soft2023★ 31 cited
A Deep Potential model for liquid-vapor equilibrium and cavitation rates of water
Ignacio Sanchez-Burgos, Maria Carolina Muniz, Jorge R. Espinosa +1
Computational studies of liquid water and its phase transition into vapor have traditionally been performed using classical water models. Here we utilize the Deep Potential methodo…
physics.chem-ph2021★ 240 cited
A deep potential model with long-range electrostatic interactions
Linfeng Zhang, Han Wang, Maria Carolina Muniz +3
Machine learning models for the potential energy of multi-atomic systems, such as the deep potential (DP) model, make possible molecular simulations with the accuracy of quantum me…