Active learning in Bayesian neural networks for the bandgap predictions of a large number of novel Van der Waals heterostructures

Fronzi, Marco; Isayev, Olexandr; Winkler, David; Shapter, Joseph G.; Ellis, Amanda; Sherrell, Peter; Shepelin, Nick; Corletto, Alexander; Ford, Michael J.

doi:10.26181/16399095.v2

Active learning in Bayesian neural networks for the bandgap predictions of a large number of novel Van der Waals heterostructures

Version 2 2022-01-14, 02:45

Version 1 2021-08-25, 01:36

journal contribution

posted on 2022-01-14, 02:45 authored by Marco Fronzi, Olexandr Isayev, David WinklerDavid Winkler, Joseph G. Shapter, Amanda Ellis, Peter Sherrell, Nick Shepelin, Alexander Corletto, Michael J. Ford

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History

Publication Date

2021-06-01

Journal

Advanced Intelligent Systems

Volume

3

Issue

11

Article Number

2100080

Pagination

7 p.

Publisher

Wiley

ISSN

2640-4567

Rights Statement

© 2021 The Authors. Advanced Intelligent Systems published by Wiley- VCH GmbH. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.