Cargando…

Non-linear perturbation theory extension of the Boltzmann code CLASS

We present a new open-source code that calculates one-loop power spectra and cross spectra for matter fields and biased tracers in real and redshift space. These spectra incorporate all ingredients required for a direct application to data: nonlinear bias and redshift-space distortions, infrared res...

Descripción completa

Detalles Bibliográficos
Autores principales: Chudaykin, Anton, Ivanov, Mikhail M., Philcox, Oliver H.E., Simonović, Marko
Lenguaje:eng
Publicado: 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1103/PhysRevD.102.063533
http://cds.cern.ch/record/2715912
_version_ 1780965448962015232
author Chudaykin, Anton
Ivanov, Mikhail M.
Philcox, Oliver H.E.
Simonović, Marko
author_facet Chudaykin, Anton
Ivanov, Mikhail M.
Philcox, Oliver H.E.
Simonović, Marko
author_sort Chudaykin, Anton
collection CERN
description We present a new open-source code that calculates one-loop power spectra and cross spectra for matter fields and biased tracers in real and redshift space. These spectra incorporate all ingredients required for a direct application to data: nonlinear bias and redshift-space distortions, infrared resummation, counterterms, and the Alcock-Paczynski effect. Our code is based on the Boltzmann solver class and inherits its advantageous properties: user friendliness, ease of modification, high speed, and simple interface with other software. We present detailed descriptions of the theoretical model, the code structure, approximations, and accuracy tests. A typical end-to-end run for one cosmology takes 0.3 seconds, which is sufficient for Markov chain Monte Carlo parameter extraction. As an example, we apply the code to the Baryon Oscillation Spectroscopic Survey (BOSS) data and infer cosmological parameters from the shape of the galaxy power spectrum.
id cern-2715912
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2020
record_format invenio
spelling cern-27159122023-10-04T07:37:59Zdoi:10.1103/PhysRevD.102.063533http://cds.cern.ch/record/2715912engChudaykin, AntonIvanov, Mikhail M.Philcox, Oliver H.E.Simonović, MarkoNon-linear perturbation theory extension of the Boltzmann code CLASSastro-ph.COAstrophysics and AstronomyWe present a new open-source code that calculates one-loop power spectra and cross spectra for matter fields and biased tracers in real and redshift space. These spectra incorporate all ingredients required for a direct application to data: nonlinear bias and redshift-space distortions, infrared resummation, counterterms, and the Alcock-Paczynski effect. Our code is based on the Boltzmann solver class and inherits its advantageous properties: user friendliness, ease of modification, high speed, and simple interface with other software. We present detailed descriptions of the theoretical model, the code structure, approximations, and accuracy tests. A typical end-to-end run for one cosmology takes 0.3 seconds, which is sufficient for Markov chain Monte Carlo parameter extraction. As an example, we apply the code to the Baryon Oscillation Spectroscopic Survey (BOSS) data and infer cosmological parameters from the shape of the galaxy power spectrum.We present a new open-source code that calculates one-loop power auto- and cross-power spectra for matter fields and biased tracers in real and redshift space. These spectra incorporate all ingredients required for a direct application to data: non-linear bias, redshift-space distortions, infra-red resummation, counterterms, and the Alcock-Paczynski effect. Our code is based on the Boltzmann solver CLASS and inherits its advantage: user friendliness, ease of modification, high speed, and simple interface with other software. We present detailed descriptions of the theoretical model, the code structure, approximations, and accuracy tests. A typical end-to-end run for one cosmology takes $\sim 0.3$ seconds, which is sufficient for Markov Chain Monte Carlo parameter extraction. As an example, we apply the code to data from the Baryon Oscillation Spectroscopic Survey (BOSS) and infer cosmological parameters from the shape of the galaxy power spectrum.arXiv:2004.10607INR-TH-2020-016CERN-TH-2020-062oai:cds.cern.ch:27159122020-04-22
spellingShingle astro-ph.CO
Astrophysics and Astronomy
Chudaykin, Anton
Ivanov, Mikhail M.
Philcox, Oliver H.E.
Simonović, Marko
Non-linear perturbation theory extension of the Boltzmann code CLASS
title Non-linear perturbation theory extension of the Boltzmann code CLASS
title_full Non-linear perturbation theory extension of the Boltzmann code CLASS
title_fullStr Non-linear perturbation theory extension of the Boltzmann code CLASS
title_full_unstemmed Non-linear perturbation theory extension of the Boltzmann code CLASS
title_short Non-linear perturbation theory extension of the Boltzmann code CLASS
title_sort non-linear perturbation theory extension of the boltzmann code class
topic astro-ph.CO
Astrophysics and Astronomy
url https://dx.doi.org/10.1103/PhysRevD.102.063533
http://cds.cern.ch/record/2715912
work_keys_str_mv AT chudaykinanton nonlinearperturbationtheoryextensionoftheboltzmanncodeclass
AT ivanovmikhailm nonlinearperturbationtheoryextensionoftheboltzmanncodeclass
AT philcoxoliverhe nonlinearperturbationtheoryextensionoftheboltzmanncodeclass
AT simonovicmarko nonlinearperturbationtheoryextensionoftheboltzmanncodeclass