Differentiable sampling of molecular geometries with uncertainty-based adversarial attacks

<jats:title>Abstract</jats:title><jats:p>Neural network (NN) interatomic potentials provide fast prediction of potential energy surfaces, closely matching the accuracy of the electronic structure methods used to produce the training data. However, NN predictions are only reliable w...

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Bibliographic Details
Main Authors: Schwalbe-Koda, Daniel, Tan, Aik Rui, Gómez-Bombarelli, Rafael
Other Authors: Massachusetts Institute of Technology. Department of Materials Science and Engineering
Format: Article
Language:English
Published: Springer Science and Business Media LLC 2022
Online Access:https://hdl.handle.net/1721.1/142526