Search Results for author: Matteo Zennaro

Found 3 papers, 2 papers with code

syren-halofit: A fast, interpretable, high-precision formula for the $Λ$CDM nonlinear matter power spectrum

1 code implementation27 Feb 2024 Deaglan J. Bartlett, Benjamin D. Wandelt, Matteo Zennaro, Pedro G. Ferreira, Harry Desmond

Our symbolic expressions for $k_\sigma$, $n_{\rm eff}$ and $C$ have root mean squared fractional errors of 0. 8%, 0. 2% and 0. 3%, respectively, for redshifts below 3 and a wide range of cosmologies.

regression Symbolic Regression

A precise symbolic emulator of the linear matter power spectrum

1 code implementation27 Nov 2023 Deaglan J. Bartlett, Lukas Kammerer, Gabriel Kronberger, Harry Desmond, Pedro G. Ferreira, Benjamin D. Wandelt, Bogdan Burlacu, David Alonso, Matteo Zennaro

We obtain an analytic approximation to the linear power spectrum with a root mean squared fractional error of 0. 2% between $k = 9\times10^{-3} - 9 \, h{\rm \, Mpc^{-1}}$ and across a wide range of cosmological parameters, and we provide physical interpretations for various terms in the expression.

Symbolic Regression

The BACCO simulation project: biased tracers in real space

no code implementations28 Jan 2021 Matteo Zennaro, Raul E. Angulo, Marcos Pellejero-Ibáñez, Jens Stücker, Sergio Contreras, Giovanni Aricò

We present an emulator for the two-point clustering of biased tracers in real space.

Cosmology and Nongalactic Astrophysics

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