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Nicola Molinari
ORCID
Publication Activity (10 Years)
Years Active: 2019-2021
Publications (10 Years): 3
Top Topics
Prediction Accuracy
Physical Systems
Valued Data
Short Term
Top Venues
CoRR
Nat. Mach. Intell.
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Publications
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Simon L. Batzner
,
Tess E. Smidt
,
Lixin Sun
,
Jonathan P. Mailoa
,
Mordechai Kornbluth
,
Nicola Molinari
,
Boris Kozinsky
SE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials.
CoRR
(2021)
Jonathan P. Mailoa
,
Mordechai Kornbluth
,
Simon L. Batzner
,
Georgy Samsonidze
,
Stephen T. Lam
,
Jonathan Vandermause
,
Chris Ablitt
,
Nicola Molinari
,
Boris Kozinsky
A fast neural network approach for direct covariant forces prediction in complex multi-element extended systems.
Nat. Mach. Intell.
1 (10) (2019)
Jonathan P. Mailoa
,
Mordechai Kornbluth
,
Simon L. Batzner
,
Georgy Samsonidze
,
Stephen T. Lam
,
Chris Ablitt
,
Nicola Molinari
,
Boris Kozinsky
Fast Neural Network Approach for Direct Covariant Forces Prediction in Complex Multi-Element Extended Systems.
CoRR
(2019)