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A semi-supervised deep-learning approach for automatic crystal structure classification

The structural solution problem can be a daunting and time-consuming task. Especially in the presence of impurity phases, current methods, such as indexing, become more unstable. In this work, the novel approach of semi-supervised learning is applied towards the problem of identifying the Bravais la...

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Detalles Bibliográficos
Autores principales: Lolla, Satvik, Liang, Haotong, Kusne, A. Gilad, Takeuchi, Ichiro, Ratcliff, William
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9348870/
https://www.ncbi.nlm.nih.gov/pubmed/35974721
http://dx.doi.org/10.1107/S1600576722006069