B -sure. Part I. Minkowski functionals as robustness test for tensor-to-scalar ratio detection from CMB observations

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Authors: Claudio Ranucci, A. Carones, Léo Vacher, Nicoletta Krachmalnicoff, Carlo Baccigalupi
Cited by: 1
References: 71

Abstract

Abstract The detection of primordial B -mode polarisation of the Cosmic Microwave Background (CMB) is a major observational goal in modern Cosmology, offering a potential window into inflationary physics through the measurement of the tensor-to-scalar ratio r . However, the presence of Galactic foregrounds poses significant challenges, possibly biasing the r estimate. In this study we explore the viability of using Minkowski functionals (MFs) as a robustness test to validate a potential r detection by identifying non-Gaussian features associated with foregrounds contamination. To do so, we simulate sky maps as observed by a LiteBIRD -like CMB experiment, with realistic instrumental and foregrounds modelling. The CMB B -mode signal is recovered through blind component separation algorithms, and the obtained (biased) value of r is used to generate Gaussian realisation of CMB signal. Their MFs are then compared with those computed on maps contaminated by foreground residual left by component separation, looking for a detection of non-Gaussianity. Our results demonstrate that, with the experimental configuration considered here, MFs can not be reliably adopted as a robustness test of an eventual r detection, as we find that in the majority of the cases MFs are not able to raise significant warnings about the non-Gaussianity induced by the presence of foreground residuals. In the most realistic and refined scenario we adopted, the test is able to flag non-Gaussianity in ∼ 26% of the simulations, meaning that there is no warning on the biased tensor-to-scalar ratio in ∼ 74% of cases. These results suggest that more advanced statistics than MFs must be considered to look for non-Gaussian signatures of foregrounds, in order to be able to perform reliable null tests in future CMB missions.

Fields of Study & Subjects

Cosmology and Gravitation Theories Tensor decomposition and applications Radio Astronomy Observations and Technology

Publication details

Journal / source
Journal of Cosmology and Astroparticle Physics
Publisher
IOP Publishing
Volume
2026
Issue
01
Pages
045–045
Publication date
1 January 2026