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Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning
Due to their ability to recognize complex patterns, neural networks can drive a paradigm shift in the analysis of materials science data. Here, we introduce ARISE, a crystal-structure identification method based on Bayesian deep learning. As a major step forward, ARISE is robust to structural noise...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8556392/ https://www.ncbi.nlm.nih.gov/pubmed/34716341 http://dx.doi.org/10.1038/s41467-021-26511-5 |