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Decoding crystallography from high-resolution electron imaging and diffraction datasets with deep learning

While machine learning has been making enormous strides in many technical areas, it is still massively underused in transmission electron microscopy. To address this, a convolutional neural network model was developed for reliable classification of crystal structures from small numbers of electron i...

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Detalles Bibliográficos
Autores principales: Aguiar, J. A., Gong, M. L., Unocic, R. R., Tasdizen, T., Miller, B. D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6957330/
https://www.ncbi.nlm.nih.gov/pubmed/31976364
http://dx.doi.org/10.1126/sciadv.aaw1949