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Deep-learning framework for fully-automated recognition of TiO(2) polymorphs based on Raman spectroscopy

Emerging machine learning techniques can be applied to Raman spectroscopy measurements for the identification of minerals. In this project, we describe a deep learning-based solution for automatic identification of complex polymorph structures from their Raman signatures. We propose a new framework...

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Detalles Bibliográficos
Autores principales: Bhattacharya, Abhiroop, Benavides, Jaime A., Gerlein, Luis Felipe, Cloutier, Sylvain G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763332/
https://www.ncbi.nlm.nih.gov/pubmed/36536027
http://dx.doi.org/10.1038/s41598-022-26343-3