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Rapid discovery of stable materials by coordinate-free coarse graining

A fundamental challenge in materials science pertains to elucidating the relationship between stoichiometry, stability, structure, and property. Recent advances have shown that machine learning can be used to learn such relationships, allowing the stability and functional properties of materials to...

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Detalles Bibliográficos
Autores principales: Goodall, Rhys E. A., Parackal, Abhijith S., Faber, Felix A., Armiento, Rickard, Lee, Alpha A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328671/
https://www.ncbi.nlm.nih.gov/pubmed/35895811
http://dx.doi.org/10.1126/sciadv.abn4117