Multi-objective parametrization of interatomic potentials for large deformation pathways and fracture of two-dimensional materials

Abstract This investigation presents a generally applicable framework for parameterizing interatomic potentials to accurately capture large deformation pathways. It incorporates a multi-objective genetic algorithm, training and screening property sets, and correlation and principal component analyse...

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Auteurs principaux: Xu Zhang, Hoang Nguyen, Jeffrey T. Paci, Subramanian K. R. S. Sankaranarayanan, Jose L. Mendoza-Cortes, Horacio D. Espinosa
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/66cdaba6ba7a4b70a40be14e87599a73
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