Gaussian process analysis of electron energy loss spectroscopy data: multivariate reconstruction and kernel control

Abstract Advances in hyperspectral imaging including electron energy loss spectroscopy bring forth the challenges of exploratory and physics-based analysis of multidimensional data sets. The multivariate linear unmixing methods generally explore similarities in the energy dimension, but ignore corre...

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Bibliographic Details
Main Authors: Sergei V. Kalinin, Andrew R. Lupini, Rama K. Vasudevan, Maxim Ziatdinov
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-021-00611-8