English

The Simons Observatory: Combining delensing and foreground cleaning for improved constraints on inflation

Cosmology and Nongalactic Astrophysics 2024-05-24 v1

Abstract

The Simons Observatory (SO), a next-generation ground-based CMB experiment in its final stages of construction, will target primordial BB-modes with unprecedented sensitivity to set tight bounds on the amplitude of inflationary gravitational waves. Aiming to infer the tensor-to-scalar ratio rr with precision σ(r=0)0.003\sigma(r=0) \leq 0.003, SO will rely on powerful component-separation algorithms to distinguish the faint primordial signal from stronger sources of large-scale BB-modes such as Galactic foregrounds and weak gravitational lensing. We present an analysis pipeline that performs delensing and foreground cleaning simultaneously by including multifrequency CMB data and a lensing BB-mode template in a power-spectrum-based likelihood. Here, we demonstrate this algorithm on masked SO-like simulations containing inhomogeneous noise and non-Gaussian foregrounds. The lensing convergence is reconstructed from high-resolution simulations of the CMB and external mass tracers. Using optimized pixel weights for power spectrum estimation, the target precision for SO's nominal design is achieved and delensing reduces σ(r)\sigma(r) by 27-37%, depending on foreground complexity.

Keywords

Cite

@article{arxiv.2405.13201,
  title  = {The Simons Observatory: Combining delensing and foreground cleaning for improved constraints on inflation},
  author = {Emilie Hertig and Kevin Wolz and Toshiya Namikawa and Antón Baleato Lizancos and Susanna Azzoni and Anthony Challinor},
  journal= {arXiv preprint arXiv:2405.13201},
  year   = {2024}
}

Comments

4 pages, 4 figures. Contribution to the 2024 Cosmology session of the 58th Rencontres de Moriond