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Classification of magnetic order from electronic structure by using machine learning

Identifying the magnetic state of materials is of great interest in a wide range of applications, but direct identification is not always straightforward due to limitations in neutron scattering experiments. In this work, we present a machine-learning approach using decision-tree algorithms to ident...

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Detalles Bibliográficos
Autores principales: Jang, Yerin, Kim, Choong H., Go, Ara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394061/
https://www.ncbi.nlm.nih.gov/pubmed/37528106
http://dx.doi.org/10.1038/s41598-023-38863-7