522 citations · 1.7k across the 18 of their papers we have counts for
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physics.chem-ph2018★ 273 cited
A Transferable Machine-Learning Model of the Electron Density
Andrea Grisafi, David M. Wilkins, Benjamin A. R. Meyer +3
The electronic charge density plays a central role in determining the behavior of matter at the atomic scale, but its computational evaluation requires demanding electronic-structu…
physics.chem-ph2018★ 209 cited
Accurate molecular polarizabilities with coupled-cluster theory and machine learning
David M. Wilkins, Andrea Grisafi, Yang Yang +3
The molecular polarizability describes the tendency of a molecule to deform or polarize in response to an applied electric field. As such, this quantity governs key intra- and inte…