240 citations · 326 across the 3 of their papers we have counts for
3 papers
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…
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…
Vapor-liquid equilibrium of water with the MB-pol many-body potential
Maria Carolina Muniz, Thomas E. Gartner, Marc Riera +4
Among the many existing molecular models of water, the MB-pol many-body potential has emerged as a remarkably accurate model, capable of reproducing thermodynamic, structural, and…