A homogenized ICL definition applied to Horizon-AGN, TNG100, Gizmo-Simba and Hydrangea yields consistent z=0 fractions of 0.1-0.2 with no significant redshift evolution and dominant contributions from satellites of 10^10.5-10^11.5 solar masses.
and Brummitt, C.,pyGAM: Generalized Additive Models in Python(software), Version 0.4.1, Zenodo
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A new pipeline for interpretable heterogeneous regression that combines response-informed random Fourier features, PCA embedding, GMM soft clustering, and cluster-specific spline GAMs.
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A Consistent Comparison of Intracluster Light Assembly in Simulations I. Redshift Evolution and Progenitor Galaxies
A homogenized ICL definition applied to Horizon-AGN, TNG100, Gizmo-Simba and Hydrangea yields consistent z=0 fractions of 0.1-0.2 with no significant redshift evolution and dominant contributions from satellites of 10^10.5-10^11.5 solar masses.
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Cluster-Based Generalized Additive Models Informed by Random Fourier Features
A new pipeline for interpretable heterogeneous regression that combines response-informed random Fourier features, PCA embedding, GMM soft clustering, and cluster-specific spline GAMs.