In this thesis we studied dark matter models with strong self-interactions, typically known as self-interacting dark matter (SIDM). This kind of models constitute a promising solution to the tension between small scale structure observations and predictions assuming the standard case of collisionless cold dark matter (CDM) while keeping the success of the standard cosmological model, LambdaCDM, at large scales. The presence of strong self-interactions can increase the dark matter capture and annihilation in astrophysical objects like our sun, enhancing the potential of indirect detection signals. We used the high energy neutrinos produced by such annihilations to probe SIDM models. We established strong constraints on SIDM with velocity independent cross section by comparing the expected neutrino signal with the results of the IceCube-79 dark matter search. Also, we determined the sensitivity for the IceCube-DeepCore and PINGU detectors for SIDM with a velocity dependent self-interacting cross section (vdSIDM). Most of its relevant parameter space can be tested with the three years of data already collected by IceCube-DeepCore, complementing results from direct detection experiments and other indirect detection studies. / Nesta tese investigamos modelos de matéria escura com auto-interações fortes, conhecidos tipicamente como matéria escura auto-interagente (SIDM). Este tipo de modelos constituem uma solução promissora à tensão entre as observações de estrutura a pequena escala e as previsões assumindo o caso padrão de matéria escura fria não colisional (CDM), enquanto se mantêm o sucesso do modelo cosmológico padrão, LambdaCDM, a grandes escalas. A presença de auto-interações fortes podem aumentar a captura e a aniquilação da matéria escura em objetos astrofísicos como o nosso sol, aumentando o potencial de sinais de detecção indireta. Usamos o sinal de neutrinos de alta energia produzidos por essas aniquilações para explorar modelos de SIDM. Estabelecemos fortes vínculos em modelos de SIDM com seção de auto-interação independente da velocidade comparando o sinal de neutrinos esperado com os resultados de busca de matéria escura do IceCube-79. Também, determinamos a sensibilidade dos detectores IceCube-DeepCore e PINGU para modelos de SIDM com uma seção de auto-interação dependente da velocidade (vdSIDM). A maior parte do espaço de parâmetros de interesse pode ser testado com os três anos de dados já coletados pelo IceCube-DeepCore, complementando os resultados de experimentos de detecção direta e outras an análises de detecção indireta.

Élucider le mystère de la matière noire est l’un des plus grands défis de la physique moderne, à l’interface entre l’astrophysique, la cosmologie et la physique des particules. Dans cette thèse, j’aborde différents aspects de la recherche indirecte des particules de matière noire, approche complémentaire à la détection directe et à la production dans des collisionneurs. Nous entrons dans une nouvelle ère grâce à des instruments remarquables et c’était donc le moment opportun pour s’attaquer au problème du profil de densité de matière noire au centre des galaxies par des méthodes originales. C'est la motivation principale de ma thèse. Dans ce travail, je tire parti des avancées technologiques afin d’explorer de nouvelles façons d’étudier la région centrale des halos de matière noire. Je me concentre en particulier sur les pics de matière noire, qui correspondent à des augmentations extrêmement fortes de la densité de matière noire pouvant être induites par les trous noirs supermassifs. Je montre qu’il est possible d’aller au-delà des recherches standards en étudiant les photons émis par des électrons et positrons produits dans les processus d’annihilation des particules de matière noire. Dans ce contexte, je décris une nouvelle technique pour modéliser la propagation des rayons cosmiques pour des profils d'injection très piqués. Je développe des modèles originaux de l’émission diffuse dans les régions centrales des galaxies, pour la Voie Lactée mais également pour d’autres galaxies, ce qui permet d’expliquer certaines observations récentes et de faire des prédictions pour des observations futures. / Unveiling the nature of dark matter is one of the greatest challenges of modern physics, at the interface between astrophysics, cosmology and particle physics. In this thesis, I tackle various aspects of indirect searches for dark matter particles, which provide a complementary approach to direct detection or collider experiments. We are now entering into an era of instruments with outstanding capabilities, so it was timely to tackle the problem of the dark matter density profile at the centers of galaxies with novel methods, which motivated this thesis. Taking advantage of these technological advances, I investigate new ways of probing the very central part of dark matter halos, especially focusing on dark matter spikes, i.e. very strong enhancements of the dark matter density that can form around supermassive black holes. I show that we can go beyond standard dark matter searches by studying photon emission from electrons and positrons produced in dark matter annihilation processes. In this context, I describe a new cosmic-ray propagation technique to account for injection by spiky distributions at the centers of galaxies. I develop novel models of the diffuse emission in the central regions of galaxies, focusing not only on the center of the Milky Way, but on the central regions of other galaxies as well. This allows me to explain recently reported observations and make predictions for future observations.

<p>  Present WIMP Dark Matter search strategies are mainly focused on possible direct detection through elastic or inelastic scatterings on atomic nuclei, or with electrons. This approach<br> becomes insensitive to M(DM) < 10 GeV. Indirect DM detection refers to the search for DM-DM or DM-M annihilation, decay debris from DM particles, or other particle production,<br> resulting in detectable species. </p> <p><br>    New physics processes, initiated by cosmic ray or dark matter interactions may be observable in underground indirect search experiments by excess high multiplicity neutron<br> production in nuclear targets. Even for M(DM) < 10 GeV, DM-M interaction is capable of<br> producing large signals, >200 neutrons if the energy is deposited in a Pb target.</p> <p><br></p> <p>  The NMDS-II detector, located at an underground laboratory within the Pyhasälmi<br> complex metal mine in central Finland, collated data for 6504 ± 1 hours at 583 m.w.e.<br> and for 1440 ± 1 hours at 1166 m.w.e.. The detector system consists of a 30 cm cube<br> Pb-target surrounded by 60 He-3 proportional tubes and a two layer Geiger Counter muon<br> detection system. The lead target is used to interact with potential dark matter particles, and<br> neutron numbers are measured with He-3 tubes. The neutron event multiplicity production is<br> compared to Geant4 simulations, starting with the well measured absolute muon momentum<br> and angular distribution flux rate at sea level, then propagating the muon flux through rock<br> while preserving the momentum-angular correlation to a depth 4m above the the detector at<br> the two depth locations. The muon flux modeling is compared to the uncorrelated Miyake<br> model at each depth as verification of the muon propagation simulation. Finally, the Geant4<br> fully simulates the passage of the muon and its induced showers through a model universe<br> 10000 m^2 x 12 m depth, and the simulated response of the detector to the calculated muon<br> flux, is compared with the data. <br>  </p> <p>  The Geant4 prediction and the observed data neutron event multiplicity distributions<br> have matching power law shapes, k × n^(-p), and do not have exponential shapes. For the<br> data collected at 583 m.w.e., p=2.36±0.10 with χ2/DoF = 0.76 and for the simulation<br> p=2.34±0.01 with χ2/DoF = 1.05. At 1166 m.w.e., p=2.29±0.007 for the simulation with  χ2/DoF = 1.16. And for the data the collection with only 6 detected events above multiplicity 5, yields p=2.50 ± 0.35 predicted by the Maximum Likelihood Estimatation method. </p> <p><br></p> <p>  The DM acceptance as a function of mass is found using a proton-Pb spallation model.<br> The dark matter mass is assumed to be equal to the proton kinetic energy and to interact<br> uniformly over the volume of the lead target. The number of excess events is found to be<br> -6.1 ± 5.1, that is no excess events are observed. The upper limit with 90% confidence<br> level is then found assuming 2.3 events. The Poisson estimation then yielding search limits<br> 1.1×10^(-44) cm^(-2) for 10 GeV deposited energy, 1.9×10^(-45) cm^(-2) at 1 GeV and 3.0×10^(-45) cm^(-2) for 500 MeV deposited energy and no acceptance at 100 MeV.<br> </p> <p>    An indirect dark matter search was conducted based on DM-M interactions depositing<br> energy in a Pb-target allowing DM masses to be probed in a region 100 MeV < M(DM) <<br> 10 GeV not accessible to direct dark matter searches. Limits are placed on DM-M energy<br> deposition independent of the DM-M interaction. <br>  <br>  <br>  <br>  </p>

La Matière Sombre représente une des quêtes les plus importantes pour la compréhension des constituants élémentaires de l'Univers: la nature de la Matière Sombre est toujours mystérieuse. La dernière décennie a connu des développements expérimentaux remarquables dans la recherche de la Matière Sombre. Le but de ce travail est l'étude de candidats de Matière Sombre de nature supersymétrique (le neutralino) et au-delà (les particules scalaires), et de leurs aspects phénoménologiques et d'astroparticules. Le neutralino, dans l'intervalle de masses 1-100 GeV, est testé par les expériences du Grand Collisionneur d'Hadrons, de détection directe et de détection indirecte; ce travail montre que la combinaison de ces techniques est un outil décisif pour une recherche minutieuse des prédictions théoriques. Les particules scalaires sont des candidats non-standards de masses jusqu'à 1 MeV qui pourraient être produits abondamment dans le Grand Collisionneur d'Hadrons, et au même temps expliquer d'autres phénomènes tels que la masse des neutrinos et/ou le signal à 511 keV provenant du centre galactique de la Voie Lactée. / The Dark Matter problem is one of the most relevant quests for the understanding of the elementary constituents of the Universe: the nature of the Dark Matter is still unveiled. Experimental efforts aiming to detect the Dark Matter have shown a great progress in the last decade. This work is devoted to the phenomenological and astroparticle studies of Dark Matter candidates of supersymmetric nature -the neutralino- and beyond -scalar particles. The former, in the 1-100 GeV mass range, is currently being tested by the Large Hadron Collider, direct detection and indirect detection experiments; this work shows that the interplay between techniques is a decisive tool to thoroughly search for theoretical predictions. The latter is a non-standard candidate as light as 1 MeV which could be copiously produced at the Large Hadron Collider, and at the same time explain other phenomena such as neutrino masses and/or the 511 keV line from the galactic center of the Milky Way.

While the dark matter has so far only revealed itself through the gravitational influence it exerts on its surroundings, there are good reasons to believe it is made up by WIMPs – a hypothetical class of heavy elementary particles not encompassed by the Standard Model of particle physics. The Inert Doublet Model constitutes a simple extension of the Standard Model Higgs sector. The model provides a new set of scalar particles, denoted inert scalars because of their lack of direct coupling to matter, of which the lightest is a WIMP dark matter candidate. Another popular Standard Model extension is that of supersymmetry. In the most minimal scenario the particle content is roughly doubled, and the lightest of the new supersymmetric particles, which typically is a neutralino, is a WIMP dark matter candidate. In this thesis the phenomenology of inert scalar and supersymmetric dark matter is studied. Relic density calculations are performed, and experimental signatures in indirect detection experiments and accelerator searches are derived. The Inert Doublet Model shows promising prospects for indirect detection of dark matter annihilations into monochromatic photons. It is also constrained by the old LEP II accelerator data. Some phenomenological differences between the Minimal Supersymmetric Standard Model and a slight extension, the Beyond the Minimal Supersymmetric Standard Model, can be found. Also, supersymmetric dark matter models can be detected already within the early LHC accelerator data.

Identifying what makes up the Dark Matter is a long-standing problem to which the abundance of gravitational and cosmological evidence fails to answer. Indirect detection techniques have the aim to unveil the nature of Dark Matter by catching and identifying the products of potential decays and/or annihilations. The work exposed in this thesis is in line with this strategy and has for common thread the quest for line(-like) features in the extraterrestrial fluxes of gamma-rays and neutrinos. The motivation behind this specific interest is that, due to the absence of astrophysical counterparts beyond the GeV scale, these features constitute the ultimate probes (also called “smoking guns”) of the existence of Dark Matter.The thesis is organized in three Parts, the first of which is an introduction to the different facets of the Dark Matter conundrum and why it is not a trivial issue. The works involving gamma-ray line considerations are gathered in Part II, and those exclusively focusing on neutrino lines in Part III.Part II focuses on the effective field theory of Dark Matter decay, first in the context of millicharged particles decaying to gamma-ray lines, and then in the context of (neutral and millicharged) Dark Matter decays involving the simultaneous emission of gamma-ray and neutrino lines. In both cases, the simultaneous emission of cosmic rays is unavoidable and the decays are constrained in a multi-messenger fashion. The complementarity of the results obtained is used to derive model-independent constraints on the Dark Matter lifetime, and shows the possibility to exclude or distinguishsome specific scenarios on the basis of an explicit experimental conjecture.After an introduction to the neutrino detection principles and to the operation of the IceCube detector, Part III focuses on two careful searches for spectral features in the neutrino spectrum. The main goal behind these analyses, conducted in two different regions of the energy spectrum but using the same likelihood ratio procedure, is to popularize dedicated energy distribution studies by showing their ability to reach sensitivity levels comparable to—sometimes even going beyond—those obtained with angular distribution studies or even in the context of gamma-ray line searches. / Option Physique du Doctorat en Sciences / info:eu-repo/semantics/nonPublished

Deux problématiques sont abordées dans cette thèse: la formation de galaxies spirales et la détection de la matière noire (MN).Nous étudions trois simulations cosmologiques hydrodynamiques de haute résolution zoomées sur des halos de propriétés similaires à celui de la Voie Lactée que nous réalisons avec le code à grille adaptative RAMSES. Nous analysons les distributions d'étoiles et de gaz et constatons qu'une de nos galaxies simulées possèdent des propriétés intéressantes par rapport à la Voie Lactée. Nous obtenons un disque stellaire étendu et une courbe de rotation plate avec la vitesse de rotation et la densité locale de MN en accord avec les observations. En ce qui concerne la distribution de MN, nous analysons l'interaction avec les baryons et nous montrons explicitement comment le profil de densité de MN est aplatie par les processus de feedback.Dans le cadre de cette simulation, nous étudions les incertitudes astrophysiques sur la détection directe en analysant les quantités importantes comme la densité locale de MN, sa distribution de vitesse et la vitesse d'échappement locale. De plus, nous considérons plusieurs sélections de distribution de MN et d'étoiles et estimons ainsi la variabilité du taux de détection.Dans le cadre cohérent de la simulation, nous calculons les signaux d'annihilation et de désintégration de MN en rayons gamma ainsi que le fond diffus, que nous modélisons en utilisant les explosions de supernovae comme sources de rayons cosmiques qui produisent les rayons gamma par spallation sur la distribution de gaz. Les configurations de la matière noire et des baryons induisent une situation défavorable à la détection indirecte de la MN. / The thesis tackles two topics: the formation of spiral galaxies and the detection of dark matter (DM).We study three high resolution cosmological hydrodynamical simulations of Milky Way-sized halos including a comparison with the corresponding DM-only runs performed with the code RAMSES. We analyze the stellar and gas distribution and find one of our simulated galaxies with interesting Milky Way like features with regard to several observational tests. We obtain an extended disk and a flat rotation curve with a circular velocity and a DM density in the solar neighborhood that are in agreement with observations. Following observational procedures, we rederive the stellar-to-halo mass ratio and obtain competitive values for this criterion. Concerning the DM distribution, we explicitly show the interaction with the baryons and show how the DM is first contracted by star formation and then cored by feedback processes.In the framework of the simulation, we analyze the astrophysical uncertainties relevant for direct detection by studying the involved quantities like the local DM density, the DM velocity distribution and the local escape velocity . Furthermore, we consider various selections of DM and star distributions and estimate the variability of the detection rate.Within the self-consistent framework of the simulation, we calculate the DM annihilation and decay gamma ray (GR) signals as well as the diffuse GR background, that we model using the supernovae explosions as cosmic ray sources which produce GRs by spallation on the gas distribution. The cored DM profile and the high central baryonic densities induce a challenging configuration for indirect DM detection.

Dark matter has a long history, but it was not until modern times that we have a chance of detecting it. This thesis focuses on the velocity distribution and its effect on indirect WIMP detection. Recently a new velocity distribution, based on data from SDSS and GAIA, was proposed. For this reason simulation of capture, annihilation and resulting flux of neutrinos from the Sun and Earth has been made both for the new and Maxwell-Boltzmann velocity distribution. The newly proposed velocity can reduce the annihilation rate in Earth by two thirds. For the Sun the effect depends on the mass of the WIMPs. For 50 GeV WIMPs the newly proposed velocity distribution could increase the annihilation rate by 5%, while for 3 TeV WIMPs it could decrease the annihilation rate by 28%. For Earth and high mass WIMPs the low velocity tail is the important part and the low resolution of this region in the new velocity distribution result in some uncertainties.

No description available.

When studying astrophysical structures with sizes ranging from dwarf galaxies to galaxy clusters, it becomes clear that there are vast amounts of unobservable gravitating mass. A compelling hypothesis is that this missing mass, which we call dark matter, consists of elementary particles that can be described in the same manner as those of the standard model of particle physics. This thesis is dedicated to the study of particle dark matter in astrophysical systems. The solar composition problem refers to the current mismatch between theoretical predictions and observations of the solar convection zone depth and sound speed profile. It has been shown that heat transfer by dark matter in the Sun may cool the solar core and alleviate the problem. We discuss solar capture of a self-interacting Dirac fermion dark matter candidate and show that, even though particles and antiparticles annihilate, the abundance of such a particle may be large enough to influence solar physics. Currently, direct and indirect methods are employed in searches for dark matter. In this context, we study inelastic dark matter, where a small mass splitting separates two dark matter particles and scattering takes one into the other. This affects the scattering kinematics, which in turn affects direct detection and solar capture rates. We also discuss the information contained in a direct detection signal and how it can be used to infer a minimal solar capture rate of dark matter. When comparing simulated dark matter halos with collisionless dark matter with dark matter halos inferred from observations, problems appear in the smallest structures. A proposed solution is self-interacting dark matter with long range forces. As the simplest models are under severe constraints, we study self-interactions in a model of inelastic dark matter. / <p>QC 20170309</p>