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Example of using the DEIM approximation with background variations. Top: DEIM approximations to a raw magnetite Fe XAS spectrum and to a synthetically modified Hematite spectrum. Bottom: the explained variance of the PCA components created from the set of Fe spectra with randomly generated background polynomials, showing the quadratic pre-edge and cubic post-edge background variations are reduced to five additional components.
