Search Results for author: Andreu Font-Ribera

Found 6 papers, 5 papers with code

An emulator for the Lyman-$α$ forest in beyond-$Λ$CDM cosmologies

2 code implementations30 Nov 2020 Christian Pedersen, Andreu Font-Ribera, Keir K. Rogers, Patrick McDonald, Hiranya V. Peiris, Andrew Pontzen, Anže Slosar

Our emulator is appropriate for cosmologies in which the linear matter power spectrum is described to percent level accuracy by just an amplitude and slope across the epoch of interest, and in the regime probed by eBOSS/DESI data.

Cosmology and Nongalactic Astrophysics

Bayesian emulator optimisation for cosmology: application to the Lyman-alpha forest

no code implementations11 Dec 2018 Keir K. Rogers, Hiranya V. Peiris, Andrew Pontzen, Simeon Bird, Licia Verde, Andreu Font-Ribera

Starting with a Latin hypercube sampling (other schemes with good space-filling properties can be used), we iteratively augment the training set with extra simulations at new parameter positions which balance the need to reduce interpolation error while focussing on regions of high likelihood.

Cosmology and Nongalactic Astrophysics

Statistical properties of paired fixed fields

1 code implementation5 Jun 2018 Francisco Villaescusa-Navarro, Sigurd Naess, Shy Genel, Andrew Pontzen, Benjamin Wandelt, Lauren Anderson, Andreu Font-Ribera, Nicholas Battaglia, David N. Spergel

We quantify the statistical improvement brought by these simulations, over standard ones, on different power spectra such as matter, halos, CDM, gas, stars, black-holes and magnetic fields, finding that they can reduce their variance by factors as large as $10^6$.

Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics

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