Gaussian Process reconstruction of CMB temperature data yields mild (~2 sigma) hints of deviation from T(z)=T0(1+z) at low redshift and a slight tension with COBE/FIRAS.
Non-parametric reconstruction of the fine structure constant with galaxy clusters
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abstract
Testing possible variations in fundamental constants of nature is a crucial endeavor in observational cosmology. This paper investigates potential cosmological variations in the fine structure constant ($\alpha$) through a non-parametric approach, using galaxy cluster observations as the primary cosmological probe. We employ two methodologies based on galaxy cluster gas mass fraction measurements derived from X-ray and Sunyaev-Zeldovich observations, along with luminosity distances from type Ia supernovae. We also explore how different values of the Hubble constant ($H_0$) impact the variation of $\alpha$ across cosmic history. When using the Planck satellite's $H_0$ observations, a constant $\alpha$ is ruled out at approximately the 3$\sigma$ confidence level for $z \lesssim 0.5$. Conversely, employing local estimates of $H_0$ restores agreement with a constant $\alpha$.
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Revisiting the temperature evolution law of the CMB with gaussian processes
Gaussian Process reconstruction of CMB temperature data yields mild (~2 sigma) hints of deviation from T(z)=T0(1+z) at low redshift and a slight tension with COBE/FIRAS.