The Simons Observatory: Combining cross-spectral foreground cleaning with multitracer $B$-mode delensing for improved constraints on inflation
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| Format: | Preprint |
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2024
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| author | Hertig, Emilie Wolz, Kevin Namikawa, Toshiya Lizancos, Antón Baleato Azzoni, Susanna Abril-Cabezas, Irene Alonso, David Baccigalupi, Carlo Calabrese, Erminia Challinor, Anthony Errard, Josquin Fabbian, Giulio Hervías-Caimapo, Carlos Jost, Baptiste Krachmalnicoff, Nicoletta Lonappan, Anto I. Morshed, Magdy Pagano, Luca Sherwin, Blake |
| author_facet | Hertig, Emilie Wolz, Kevin Namikawa, Toshiya Lizancos, Antón Baleato Azzoni, Susanna Abril-Cabezas, Irene Alonso, David Baccigalupi, Carlo Calabrese, Erminia Challinor, Anthony Errard, Josquin Fabbian, Giulio Hervías-Caimapo, Carlos Jost, Baptiste Krachmalnicoff, Nicoletta Lonappan, Anto I. Morshed, Magdy Pagano, Luca Sherwin, Blake |
| contents | The Simons Observatory (SO), due to start full science operations in early 2025, aims to set tight constraints on inflationary physics by inferring the tensor-to-scalar ratio $r$ from measurements of CMB polarization $B$-modes. Its nominal design targets a precision $σ(r=0) \leq 0.003$ without delensing. Achieving this goal and further reducing uncertainties requires the mitigation of other sources of large-scale $B$-modes such as Galactic foregrounds and weak gravitational lensing. We present an analysis pipeline aiming to estimate $r$ by including delensing within a cross-spectral likelihood, and demonstrate it on SO-like simulations. Lensing $B$-modes are synthesised using internal CMB lensing reconstructions as well as Planck-like CIB maps and LSST-like galaxy density maps. This $B$-mode template is then introduced into SO's power-spectrum-based foreground-cleaning algorithm by extending the likelihood function to include all auto- and cross-spectra between the lensing template and the SAT $B$-modes. Within this framework, we demonstrate the equivalence of map-based and cross-spectral delensing and use it to motivate an optimized pixel-weighting scheme for power spectrum estimation. We start by validating our pipeline in the simplistic case of uniform foreground spectral energy distributions (SEDs). In the absence of primordial $B$-modes, $σ(r)$ decreases by 37% as a result of delensing. Tensor modes at the level of $r=0.01$ are successfully detected by our pipeline. Even with more realistic foreground models including spatial variations in the dust and synchrotron spectral properties, we obtain unbiased estimates of $r$ by employing the moment-expansion method. In this case, delensing-related improvements range between 27% and 31%. These results constitute the first realistic assessment of the delensing performance at SO's nominal sensitivity level. (Abridged) |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_01621 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | The Simons Observatory: Combining cross-spectral foreground cleaning with multitracer $B$-mode delensing for improved constraints on inflation Hertig, Emilie Wolz, Kevin Namikawa, Toshiya Lizancos, Antón Baleato Azzoni, Susanna Abril-Cabezas, Irene Alonso, David Baccigalupi, Carlo Calabrese, Erminia Challinor, Anthony Errard, Josquin Fabbian, Giulio Hervías-Caimapo, Carlos Jost, Baptiste Krachmalnicoff, Nicoletta Lonappan, Anto I. Morshed, Magdy Pagano, Luca Sherwin, Blake Cosmology and Nongalactic Astrophysics The Simons Observatory (SO), due to start full science operations in early 2025, aims to set tight constraints on inflationary physics by inferring the tensor-to-scalar ratio $r$ from measurements of CMB polarization $B$-modes. Its nominal design targets a precision $σ(r=0) \leq 0.003$ without delensing. Achieving this goal and further reducing uncertainties requires the mitigation of other sources of large-scale $B$-modes such as Galactic foregrounds and weak gravitational lensing. We present an analysis pipeline aiming to estimate $r$ by including delensing within a cross-spectral likelihood, and demonstrate it on SO-like simulations. Lensing $B$-modes are synthesised using internal CMB lensing reconstructions as well as Planck-like CIB maps and LSST-like galaxy density maps. This $B$-mode template is then introduced into SO's power-spectrum-based foreground-cleaning algorithm by extending the likelihood function to include all auto- and cross-spectra between the lensing template and the SAT $B$-modes. Within this framework, we demonstrate the equivalence of map-based and cross-spectral delensing and use it to motivate an optimized pixel-weighting scheme for power spectrum estimation. We start by validating our pipeline in the simplistic case of uniform foreground spectral energy distributions (SEDs). In the absence of primordial $B$-modes, $σ(r)$ decreases by 37% as a result of delensing. Tensor modes at the level of $r=0.01$ are successfully detected by our pipeline. Even with more realistic foreground models including spatial variations in the dust and synchrotron spectral properties, we obtain unbiased estimates of $r$ by employing the moment-expansion method. In this case, delensing-related improvements range between 27% and 31%. These results constitute the first realistic assessment of the delensing performance at SO's nominal sensitivity level. (Abridged) |
| title | The Simons Observatory: Combining cross-spectral foreground cleaning with multitracer $B$-mode delensing for improved constraints on inflation |
| topic | Cosmology and Nongalactic Astrophysics |
| url | https://arxiv.org/abs/2405.01621 |