146 citations · 355 across the 4 of their papers we have counts for
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physics.chem-ph2020★ 146 cited
Raman Spectrum and Polarizability of Liquid Water from Deep Neural Networks
Grace M. Sommers, Marcos F. Calegari Andrade, Linfeng Zhang +2
We introduce a scheme based on machine learning and deep neural networks to model the environmental dependence of the electronic polarizability in insulating materials. Application…
physics.chem-ph2019★ 74 cited
Isotope Effects in Liquid Water via Deep Potential Molecular Dynamics
Hsin-Yu Ko, Linfeng Zhang, Biswajit Santra +4
A comprehensive microscopic understanding of ambient liquid water is a major challenge for simulations as it simultaneously requires an accurate quantum mechanical de…