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Revisiting Gaussian Process Reconstruction for Cosmological Inference: The Generalized Gaussian Process Framework

  • Authors: Ruchika, Purba Mukherjee, Arianna Favale

Ruchika et al 2026 The Astrophysical Journal 1003 .

  • Provider: AAS Journals

Caption: Figure 3.

The left panel shows the variation of uncertainty in the Hubble constant parameter for both GP and GenGP reconstructions, using both zero-mean and ΛCDM mean functions. For comparison, we also include the case where only the mean function (assumed as ΛCDM) is used, without the full GP or GenGP modeling, prior to applying the covariance matrix (Equation (18)). The right panel presents a comparison of the corresponding χ2 values for each case.

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