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Simple automation of SEM‐EDS spectral maps analysis with Python and the edxia framework

In a recent article, we described the edxia framework, a user‐friendly framework to analyse the microstructure of cementitious materials using SEM‐EDS hypermaps. The manual approach presented was shown to be efficient to answer the relevant scientific questions. However, it is limited for batch anal...

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Detalles Bibliográficos
Autores principales: Georget, Fabien, Wilson, William, Scrivener, Karen L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9311694/
https://www.ncbi.nlm.nih.gov/pubmed/35289927
http://dx.doi.org/10.1111/jmi.13099
Descripción
Sumario:In a recent article, we described the edxia framework, a user‐friendly framework to analyse the microstructure of cementitious materials using SEM‐EDS hypermaps. The manual approach presented was shown to be efficient to answer the relevant scientific questions. However, it is limited for batch analysis and (semi‐)automated treatments. In this article, we show how the framework can be used to customise the analysis to the problem at hand. We first present some possible extensions, and then we provide a simple example of automatic clustering, using the flexible Python scientific libraries which will allow to define more custom workflows in the future.