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Decoding diffraction and spectroscopy data with machine learning: A tutorial

Published in Journal of Applied Physics • Apr 3, 2025
Authors:
D. Vizoso
,
R. Dingreville

Abstract

This Tutorial provides a step-by-step guide on how to apply supervised machine-learning techniques to analyze diffraction and spectroscopy data. This Tutorial details four models—a reconstruction-focused model, a regression-focused model, a hybrid reconstruction/regression model, and a multimodal mo...

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