Explainable machine learning for materials discovery: predicting the potentially formable Nd–Fe–B crystal structures and extracting the structure–stability relationship

New Nd–Fe–B crystal structures can be formed via the elemental substitution of LA–T–X host structures, including lanthanides (LA), transition metals (T) and light elements, X = B, C, N and O. The 5967 samples of ternary LA–T–X materials that are collected are then used as the host structures. For ea...

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Detalles Bibliográficos
Autores principales: Pham, Tien-Lam, Nguyen, Duong-Nguyen, Ha, Minh-Quyet, Kino, Hiori, Miyake, Takashi, Dam, Hieu-Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2020
Materias:
Research Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7642775/
https://www.ncbi.nlm.nih.gov/pubmed/33209317
http://dx.doi.org/10.1107/S2052252520010088

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7642775/
https://www.ncbi.nlm.nih.gov/pubmed/33209317
http://dx.doi.org/10.1107/S2052252520010088

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