A general-purpose machine-learning force field for bulk and nanostructured phosphorus

Atomistic simulations of phosphorus represent a challenge due to the element’s highly diverse allotropic structures. Here the authors propose a general-purpose machine-learning force field for elemental phosphorus, which can describe a broad range of relevant bulk and nanostructured allotropes.

Bibliographic Details
Main Authors: Volker L. Deringer, Miguel A. Caro, Gábor Csányi
Format: Article
Language:English
Published: Nature Portfolio 2020-10-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-19168-z