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J Synchrotron Radiat ; 29(Pt 5): 1309-1317, 2022 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-36073891

RESUMEN

The Argonne X-ray Emission Analysis Package (AXEAP) has been developed to calibrate and process X-ray emission spectroscopy (XES) data collected with a two-dimensional (2D) position-sensitive detector. AXEAP is designed to convert a 2D XES image into an XES spectrum in real time using both calculations and unsupervised machine learning. AXEAP is capable of making this transformation at a rate similar to data collection, allowing real-time comparisons during data collection, reducing the amount of data stored from gigabyte-sized image files to kilobyte-sized text files. With a user-friendly interface, AXEAP includes data processing for non-resonant and resonant XES images from multiple edges and elements. AXEAP is written in MATLAB and can run on common operating systems, including Linux, Windows, and MacOS.


Asunto(s)
Análisis de Datos , Aprendizaje Automático no Supervisado , Radiografía , Programas Informáticos , Rayos X
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