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Exploring the configurational space of amorphous graphene with machine-learned atomic energies

Two-dimensionally extended amorphous carbon (“amorphous graphene”) is a prototype system for disorder in 2D, showing a rich and complex configurational space that is yet to be fully understood. Here we explore the nature of amorphous graphene with an atomistic machine-learning (ML) model. We create...

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Detalles Bibliográficos
Autores principales: El-Machachi, Zakariya, Wilson, Mark, Deringer, Volker L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710228/
https://www.ncbi.nlm.nih.gov/pubmed/36544732
http://dx.doi.org/10.1039/d2sc04326b