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  4. Simple automation of SEM-EDS spectral maps analysis with Python and the edxia framework
 
research article

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

Georget, Fabien  
•
Wilson, William  
•
Scrivener, Karen L.  
March 24, 2022
Journal Of Microscopy

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.

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Type
research article
DOI
10.1111/jmi.13099
Web of Science ID

WOS:000772484000001

Author(s)
Georget, Fabien  
Wilson, William  
Scrivener, Karen L.  
Date Issued

2022-03-24

Publisher

WILEY

Published in
Journal Of Microscopy
Volume

286

Issue

2

Start page

185

End page

190

Subjects

Microscopy

•

automation

•

cement paste

•

edxia

•

image analysis

•

sem-edx

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LMC  
Available on Infoscience
April 11, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/187008
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