Determining the mass of cosmological neutrinos using Lyman-alpha forests
Description
In the work presented in this thesis, I use the power spectrum of the transmitted flux in the Lyman-alpha (Ly-α) forest of distant quasars to constrain the mass of cosmological neutrinos in the context of four separate projects. Neutrinos leave a signature imprint on large scale structures in the Universe through their free-streaming, which manifests as a deficit of matter density fluctuations on typical length scales that are inversely proportional to their rest mass. This typical free-streaming scale, of order a few Mpc, can be probed by Ly-α forests which are imprints of the neutral atomic Hydrogen density along the background quasar's line-of-sight. I use the Ly-α flux power spectrum from mainly two large scale structure surveys: the 13, 821 low-resolution quasar spectra from the ninth data release of SDSS (BOSS) in 12 redshift bins from (Ζ)= 2.2 to 4.4; and the 100 high-resolution quasar spectra from the XQ-100 survey (of the VLT's XShooter spectrograph) in 3 redshift bins, (Ζ)= 3.20, 3.56 and 3.93. This enables us to probe scales from k ≥ 0.001 s/km to k ≤ 0.02 and k ≤ 0.07 s/km respectively. Modeling the flux power spectrum requires solving the non-linear regime of structure formation and the intergalactic gas in the cosmological hydrodynamics simulations that are used to that effect. I controlled for several of many systematic uncertainties related to the simulations. First, I ran simulations with different initial conditions to quantify the sampling variance. I then tested the accuracy of a splicing technique that we use to construct the flux power spectrum from lower size and lower resolution simulations. This required producing a complete run of a (100 h-1Mpc)3 comoving cube containing 2 * 20483 dark matter particles and baryons. Moreover, I quantified the impact of the neutrino mass ordering on the flux power spectrum. This enabled our working group to enhance the previously established constraints on the sum of neutrino masses from Σ mv ≤ 0.15 eV to the most stringent constraint to date Σ mv ≤ 0.12 eV with 95% confidence. I then worked on implementing right-handed neutrinos in non-cold dark matter cosmological frameworks. A substantial amount of work has gone into applying plausible initial conditions that would accurately model the free-streaming effect of these types of particles. I put the most stringiest constraints (at the time of publication) on the mass of non-resonantly produced sterile neutrinos as pure warm dark matter candidates, mv ≥ 25 keV at 95% confidence. I extended this investigation into a mixed warm plus cold dark matter cosmology. Finally, I implement right-handed neutrinos produced in presence of a lepton asymmetry which boosts their production and lowers their free-streaming scale. I started a collaboration with a team of theoretical physicists involved in searching for astrophysical evidence for the existence of such resonantly-produced right-handed neutrinos in dark matter rich systems. Our new-born collaboration has enabled the first ever constraints on their mass using the Ly-α forest power spectrum. (author)
Abstract (French)
Les travaux presentes dans cette these contraignent la masse des neutrinos dans le contexte de 4 modeles de matiere noire en utilisant le spectre de puissance du flux transmit dans les forets Lyman-alpha des quasars distants. Les neutrinos laissent une emprunte sur les grandes structures dans l'Univers a travers l'echelle a laquelle ils diffusent, qui se manifeste comme un deficit de fluctuations de densite de matiere sur des distances inversement proportionnelles a leur masse. De l'ordre de quelques Mpc, ces echelles peuvent etre sondees par les forets Ly-α qui tracent la densite d'Hydrogene neutre atomique suivant la ligne de visee du quasar en arriere-plan. J'utilise le spectre de puissance Ly-α construit grace a deux releves de grandes structures: les 13, 821 spectres optiques de quasars basse-resolution de la 9eme publication des donnees du SDSS/BOSS a 12 redshifts de (Ζ) = 2.2 a 4.4; ainsi que la centaine de spectres de quasar haute-resolution du releve XQ-100 du VLT a (Ζ) = 3.20, 3.56 et 3.93. Ces deux releves nous permettent de sonder les echelles de k ≥ 0.001 s/km a k ≤ 0.02 et k≤ 0.07 s/km respectivement. Modeliser le spectre de puissance Ly-α necessite de resoudre le regime non-lineaire de formation des structure et modeliser le gaz inter-galactique dans les simulations cosmologiques hydrodynamiques destinees a cet effet. Je controle pour plusieurs incertitudes systematiques liees a ces simulations. Dans un premier temps, je quantifie la variance d'echantillonnage a l'aide de simulations tournees avec differentes conditions initiales. Dans un second temps, je teste la validite d'une methode permettant de construire le spectre de puissance a partir de simulations plus petites et moins resolues. Pour ce, j'ai tourne une simulation evoluant 2 * 20483 particules de matiere noire et de baryons dans un covolume de (100 h-1Mpc)3. Dans un troisieme temps, j'ai quantifie l'impact de la hierarchie des masses sur le spectre de puissance. Ce travail a permis a notre groupe d'ameliorer les contraintes sur la masse des neutrinos de Σ mv ≤ 0.15 eV etablie precedemment a Σ mv ≤ 0.12 eV a 95% de vraisemblance. J'ai ensuite tourne mes efforts vers l'implementation de neutrinos steriles en tant que candidats matiere noire non-froide dans les simulations. En particulier, j'ai produit les contraintes les plus fortes (au moment de la publication) sur la masse des neutrinos steriles en tant que matiere noire tiede: mv≥ 25 keV a 95% de vraisemblance. J'ai etendu l'etude dans le contexte d'une matiere noire mixte et contraint l'abondance relative de la composante tiede par rapport a la froide. Enfin, j'ai complete ce travail en permettant une resonance dans la production des neutrinos steriles, reduisant ainsi leur echelle caracteristique de diffusion et refroidissant la matiere tiede qu'ils incorporent. A ce but, j'ai initie une collaboration avec une equipe de physiciens theoriciens impliques dans les recherches astrophysiques de ces neutrinos steriles dits produits par resonance dans des objets riches en matiere noire. Notre jeune collaboration a etabli les premieres contraintes sur leur masse en utilisant le spectre de puissance Ly-α
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Additional details
Additional titles
- Original title (French)
- Determination de la masse des neutrinos cosmologiques avec les forets Lyman-alpha
Publishing Information
- Imprint Pagination
- 252 p.
- Report number
- FRCEA-TH--9983
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 53017530
- Subject category
- S79: ASTROPHYSICS, COSMOLOGY AND ASTRONOMY;
- Resource subtype / Literary indicator
- Thesis
- Descriptors DEI
- ACCURACY; COMPUTERIZED SIMULATION; COSMOLOGY; DATA COVARIANCES; HYDRODYNAMICS; LYMAN LINES; NEUTRINOS; NONLUMINOUS MATTER; QUASARS
- Descriptors DEC
- COSMIC RADIO SOURCES; ELEMENTARY PARTICLES; FERMIONS; FLUID MECHANICS; LEPTONS; MASSLESS PARTICLES; MATTER; MECHANICS; SIMULATION
Optional Information
- Notes
- 177 refs.; Available from the INIS Liaison Officer for France, see the INIS website for current contact and E-mail addresses