Efficient and universal characterization of atomic structures through a topological graph order parameter

Abstract A graph-based order parameter, based on the topology of the graph itself, is introduced for the characterization of atomistic structures. The order parameter is universal to any material/chemical system and is transferable to all structural geometries. Four sets of data are used to validate...

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Bibliographic Details
Main Authors: James Chapman, Nir Goldman, Brandon C. Wood
Format: Article
Language:English
Published: Nature Portfolio 2022-03-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-022-00717-7