Huziel E. Sauceda

SchNet – A deep learning architecture for molecules and materials

Kristof T. Schütt, Huziel E. Sauceda, Pieter-Jan Kindermans et al. · The Journal of Chemical Physics · 2018 · 2.1K citations · Full text

Machine learning of accurate energy-conserving molecular force fields

Stefan Chmiela, Alexandre Tkatchenko, Huziel E. Sauceda et al. · Science Advances · 2017 · 1.2K citations · Full text

SchNet: A continuous-filter convolutional neural network for modeling quantum interactions

Kristof T. Schütt, Pieter-Jan Kindermans, Huziel E. Sauceda et al. · arXiv (Cornell University) · 2017 · 470 citations · Full text

Total Energy, Geometric Learning, Engineering +18

SchNet: A continuous-filter convolutional neural network for modeling\n quantum interactions

Kristof T. Schütt, Pieter-Jan Kindermans, Huziel E. Sauceda et al. · arXiv (Cornell University) · 2017 · 336 citations · Full text

SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects

Oliver T. Unke, Stefan Chmiela, Michael Gastegger et al. · Nature Communications · 2021 · 293 citations · Full text