Uncertainty quantification for misspecified machine learned interatomic potentials

Journal article

npj Computational Materials, Vol.11(1), p.263

08/16/2025

Abstract and subjects

Materials Science(36)

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Title: Uncertainty quantification for misspecified machine learned interatomic potentials
Authors/Creators - name: Danny Perez
Aparna Puchakayala Appaiah Subramanyam
Ivan Maliyov
Thomas Swinburne
Publication Details: npj Computational Materials, Vol.11(1), p.263
Number of pages: 33
Government Number: LA-UR-25-21253
Language: English
Resource Type: Journal article
DOI: https://doi.org/10.1038/s41524-025-01758-4
Publication ISSN: 2057-3960