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physics.chem-ph2020★ 101 cited
Uncertainty estimation for molecular dynamics and sampling
Giulio Imbalzano, Yongbin Zhuang, Venkat Kapil +4
Machine learning models have emerged as a very effective strategy to sidestep time-consuming electronic-structure calculations, enabling accurate simulations of greater size, time…
physics.chem-ph2020
Simulating solvation and acidity in complex mixtures with first-principles accuracy: the case of CHSOH and HO in phenol
Kevin Rossi, Veronika Juraskova, Raphael Wischert +3
We present a generally-applicable computational framework for the efficient and accurate characterization of molecular structural patterns and acid properties in explicit solvent u…