Nov 16 – 21, 2025
Tsung-Dao Lee Institute
Asia/Shanghai timezone

Full shape analysis of DESI Y1 data using the hybrid RSD model

Nov 18, 2025, 12:00 PM
15m
Tsung-Dao Lee Institute

Tsung-Dao Lee Institute

1 Lisuo Road, Pudong New Area, Shanghai, 201210
Talk Cosmology and Large-scale Structure Cosmology 2

Speaker

Yi Zheng (SYSU)

Description

The galaxy clustering at north hemisphere is precisely measured by DESI Yr1 survey, to aim better understanding the nature of cosmic acceleration. The credible interpretation of estimated galaxy spectrum is demanded for statistics at smaller scales in which the accurate prediction of higher order perturbation models are required. We advocate the hybrid approach to supplement the incomplete higher order theoretical computations with the templates computed by N-body simulations. It is presented a fast Gaussian process machine learning tool emulating those templates estimating the impact of scale-dependent parameters. This approach enables us to probe a fully model independent parameters of cosmic distances and growth structures with marginalizing the primordial shape parameters, such as the mass and baryon fraction, and the primordial spectral index. With the given Planck prior of those primordial parameters, we find that $f\sigma_8$ is consistent with the $\Lambda$CDM concordance model but the AP parameters are 1$\sigma$ away from the fiducial values.

Primary author

Yi Zheng (SYSU)

Presentation materials

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