Exploring the configuration space of elemental carbon with empirical and machine learned interatomic potentials

Abstract We demonstrate how the many-body potential energy landscape of carbon can be explored with the nested sampling algorithm, allowing for the calculation of its pressure-temperature phase diagram. We compare four interatomic potential models: Tersoff, EDIP, GAP-20 and its recently updated vers...

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Bibliographic Details
Main Authors: George A. Marchant, Miguel A. Caro, Bora Karasulu, Livia B. Pártay
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-023-01081-w