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2011.07923
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Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning
16 November 2020
Masashi Tsubaki
T. Mizoguchi
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Papers citing
"Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning"
4 / 4 papers shown
Title
Ab-Initio Solution of the Many-Electron Schrödinger Equation with Deep Neural Networks
David Pfau
J. Spencer
A. G. Matthews
W. Foulkes
78
462
0
05 Sep 2019
By-passing the Kohn-Sham equations with machine learning
Felix Brockherde
Leslie Vogt
Li Li
M. Tuckerman
K. Burke
K. Müller
AI4CE
64
606
0
09 Sep 2016
Molecular Graph Convolutions: Moving Beyond Fingerprints
S. Kearnes
Kevin McCloskey
Marc Berndl
Vijay S. Pande
Patrick F. Riley
GNN
137
1,449
0
02 Mar 2016
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
M. Rupp
A. Tkatchenko
K. Müller
O. A. von Lilienfeld
AI4CE
179
1,590
0
12 Sep 2011
1