Les sources transitoires sont souvent associées aux phénomènes les plus violents de l’Univers, où l’accélération de hadrons peut avoir lieu. Parmi ces sources, les sursauts gamma, les noyaux actifs de galaxie ou encore les supernovae à effondrement de coeur sont des candidats prometteurs pour la production de rayons cosmiques et de neutrinos de haute énergie. Le télescope ANTARES, situé au fond de la Méditerranée, a pour but de détecter ces neutrinos, qui pourraient révéler la présence d’une source de rayons cosmiques. Cependant, pour augmenter la sensibilité aux sources transitoires, une méthode basée sur le suivi multi-longueur d’onde d’alertes neutrino a été développée au sein de la collaboration ANTARES. Ce programme, TAToO, permet de déclencher un réseau de télescopes optiques et l’instrument XRT du satellite Swift seulement quelques secondes après la détection d’un neutrino par ANTARES. Les télescopes commencent un programme d’observation de la région du ciel correspondante pour tenter de détecter une contrepartie optique ou X à l’évènement neutrino. Les travaux présentés dans cette thèse portent sur le développement et la mise en place d’un programme d’analyse d’images optiques, ainsi que sur l’analyse de données optiques et X obtenues lors des observations par les différents télescopes, pour identifier des sources transitoires rapides, telles que les émissions rémanentes de sursauts gamma, ou lentes, telles que les supernovae à effondrement de coeur. / Transient sources are often associated with the most violent phenomena in the Universe, where the acceleration of hadrons may occur. Such sources include gamma-ray bursts (GRBs), active galactic nuclei (AGN) or core-collapse supernovae (CCSNe), and are promising candidates for the production of high energy cosmic rays and neutrinos. The ANTARES telescope, located in the Mediterranean sea, aims at detecting these high energy neutrinos, which could reveal the presence of a cosmic ray accelerator. However, to enhance the sensitivity to transient sources, a method based on multi-wavelength follow-up of neutrino alerts has been developed within the ANTARES collaboration. This program, denoted as TAToO, triggers a network of robotic optical telescopes and the Swift-XRT with a delay of only few seconds after a neutrino detection. The telescopes start an observation program of the corresponding region of the sky in order to detect a possible electromagnetic counterpart to the neutrino event. The works presented in this thesis cover the development and implementation of an optical image analysis pipeline, as well as the analysis of optical and X-ray data to search for fast transient sources, such as GRB afterglows, and slowly varying transient sources, such as CCSNe.

Neutrinos are the perfect cosmic messengers when it comes to investigating the most violent and mysterious astronomical and cosmological events in the Universe. The interaction probability of neutrinos is small, and the flux of high-energy neutrinos decreases quickly with increasing energy. In order to find high-energy neutrinos, large bodies of matter needs to be instrumented. A proposed detector station design called ARIANNA is designed to detect neutrino interactions in the Antarctic ice by measuring radio waves that are created due to the Askaryan effect. In this paper, we present a method based on state-of-the-art machine learning techniques to reconstruct the direction of the incoming neutrino, based on the radio emission that it produces. We trained a neural network with simulated data, created with the NuRadioMC framework, and optimized it to make the best possible predictions. The number of training events used was on the order of 106. Using two different emission models, we found that the network was able to learn and generalize on the neutrino events with good precision, resulting in a resolution of 4-5°. The model could also make good predictions on a dataset even if it was trained with another emission model. The results produced are promising, especially due to the fact that classical techniques have not been able to reproduce the same results without having prior knowledge of where the neutrino interaction took place. The developed neural network can also be used to assess the performance of other proposed detector designs, to quickly and reliably give an indication of which design might yield the most amount of value to the scientific community. / Neutriner är de perfekta kosmiska budbärarna när det kommer till att undersöka de mest våldsamma och mystiska astronomiska och kosmologiska händelserna i vårt universum. Sannolikheten för en neutrinointeraktion är dock liten, och flödet av högenergetiska neutriner minskar kraftigt med energin. För att hitta dessa högenergetiska neutriner måste stora volymer av materia instrumenteras. Ett förslag på en design för en detektorstation kallas ARIANNA, och är framtagen för att detektera neutrinointeraktioner i den antarktiska isen genom att mäta radiopulser som bildas på grund av Askaryan-effekten. I denna rapport presenterar vi en metod baserad på toppmoderna maskininlärningstekniker för att rekonstruera riktningen på en inkommande neutrino, utifrån den radiostrålning som produceras. Vi tränade ett neuralt nätverk med simulerade data, som skapades med hjälp av ramverket NuRadioMC, och optimerade nätverket för att göra så bra förutsägelser som möjligt. Antalet interaktionshändelser som användes för att träna nätverket var i storleksordningen 106. Genom att undersöka två olika emissionsmodeller fann vi att nätverket kunde generalisera med god precision. Detta resulterade i en upplösning på 4-5°. Modellen kunde även göra goda förutsägelser på en datamängd trots att nätverket var tränat med en annan emissionsmodell. De resultat som metoden framtog är lovande, särskilt med avseende på att tidigare klassiska metoder inte har lyckats reproducera samma resultat utan att metoden redan innan vet var i isen som neutrinointeraktionen skedde. Nätverket kan också komma att användas för att utvärdera prestandan hos andra designförslag på detektorstationer för att snabbt och säkert ge en indikation på vilken design som kan tillhandahålla mest vetenskapligt värde.

Das IceCube Neutrinoteleskop hat im Jahr 2013 erstmals einen isotropen, quasi-diffusen astrophysikalischen Neutrinoflusses detektiert. Dieser Fluss kann jedoch bisher keiner astrophysikalischen Quellklasse zugeordnet werden. Um nach kurzlebigen Neutrinoquellen zu suchen, wurde 2008 das optische und Röntgen-Nachfolgebeobachtungsprogramm des IceCube Detektors eingerichtet. Es sucht nach zwei oder mehr Neutrinoereignissen, die von einer Punkquelle stammen könnten und innerhalb von 100s detektiert werden. Ein solches Signal wird unter anderem von langen oder kurzen Gammastrahlungsblitzen (GRBs) erwartet oder von verwandten Objekten wie leuchtschwachen GRBs oder Supernovae mit relativistischen Jets. Die Alarmraten des Nachfolgebeobachtungsprogramms sind jedoch niedrig und bieten bisher keine Hinweise für die Existenz von kurzlebigen Neutrinoquellen. Das Nachfolgebeobachungsprogramm hat bisher nur ein einziges Neutrinotriplet detektiert, das der Auslöser für eine umfassende Beobachtungskampagne war. In den optischen, Röntgen- und Gammastrahlungsbeobachtungen wurde keine wahrscheinliche Neutrinoquelle identifiziert und eine Supernova oder ein heller GRB können ausgeschlossen werden. Das Neutrinotriplet kann entweder eine zufällige Koinzidenz von Untergrundereignissen sein (alle 13.7 Jahre erwartet) oder es kann von einer leuchtschwachen oder besonders schnell verblassenden Quelle stammen. Die niedrige Rate von Neutrinomultipletts stellt außerdem eine obere Schranke auf die Helligkeit von kurzlebigen Neutrinoquellen dar. Seltene Quellen mit lokalen Raten von < 3e-8 – 10e-5 Mpc^-3 Jahr^-1 können nicht den gesammten Fluss erzeugen, ohne die detektierte Anzahl Multipletts zu überschreiten. Der Fluss von GRBs ist dadurch auf 5-30% des astrophysikalischen Flusses beschränkt. Falls 1% aller Kernkollaps-Supernovae einen Jet besitzen, der auf die Erde zeigt, so können sie 40-100% des Flusses erzeugen und ihre durchschnittliche Neutrinohelligkeit ist <3e51erg. / The IceCube neutrino observatory first detected and isotropic, quasi-diffuse astrophysical neutrino flux in 2013. However, this flux can so far not be associated with an astrophysical source class. To search for short-lived neutrino sources, the optical and X-ray follow-up program was established in 2008. It searches for two or more neutrino events that might origin from a point source and are detected within 100s. Such a signal is expected from long or short gamma-ray bursts (GRBs) or from related objects like low-luminosity GRBs or supernovae with choked jets. The alert rates of the follow-up program are however low, such that they do not provide evidence for the existence of short-lived neutrino sources. So far the follow-up program has only detected a one neutrino triplet, which triggered an extensive follow-up campaign. No likely neutrino source was detected in the collected optical, X-ray and gamma-ray observations and the presence of a supernova or a bright GRB can be excluded. The neutrino triplet can either be a chance coincidence of background events (expected every 13.7 years) or is can originate from a faint or quickly fading astrophysical source. The low rate of neutrino multiplets moreover provides an upper limit on the luminosity of short-lived neutrino sources. Rare sources with local rates of < 3e-8 – 10e-5 Mpc^-3 yr^-1 cannot produce the complete fluc without producing too many neutrino multiplets. This limits the contribution of GRBs to 5-30% of the astrophysical flux. If 1% of all core-collapse supernovae have a jet that is pointed at Earth, they can emit up to 40-100% of the flux and their average neutrino luminosity is <3e51erg.

[pt] Em 2013, o IceCube Neutrino Observatory, localizado no Polo Sul, descobriu um fluxo de neutrinos astrofísicos com energias de PeV. Mais tarde, descobriu-se que este fluxo se estendia até pelo menos aproximadamente 10 TeV. Apesar de muitos esforços desde então, determinar as suas fontes permanece sendo um dos maiores desafios na comunidade de astrofísica. Nesta dissertação, investigamos possíveis fontes através de uma abordagem multimensageira bem motivada. Em qualquer mecanismo para a produção de neutrinos cósmicos, obrigatoriamente há produção simultânea de raios gama com energias comparáveis. Ao contrário de neutrinos, que atravessam o Universo ilesos, raios gama de altas energias sofrem interações com fótons de fundo em um processo de degradação de energia conhecido como cascata eletromagnética. Na Terra, eles contituem o fundo extragalático de raios gama difuso (EGB), medido com precisão pelo Fermi Gamma-ray Space Telescope entre GeV–TeV. Realizando uma análise conservativa, quantitativa e multimensageira, encontra-se uma tensão de maior ou aproximadamente 3delta (possivelmente chegando a aproximdamente 5 delta) entre os dados do IceCube e do EGB, apontando para a exitência de uma nova classe de aceleradores cósmicos de alta energia, como, por exemplo, fontes opacas para raios gama. / [en] In 2013, the IceCube Neutrino Observatory, located at the South Pole, discovered a flux of astrophysical neutrinos with PeV energies, later found to extend down to at least approximately 10 TeV. Despite many efforts since then, determining their sources remains one of the most daunting challenges in the astrophysics community. In this dissertation, we investigate possible sources via a well-motivated multimessenger approach. In any production mechanism of cosmic neutrinos, there must also be a simultaneous production of gamma-rays withcomparable energies. Unlike neutrinos, which travel unscathed throughout the Universe, high energy gamma-rays undergo interactions with background photons in an energy-degrading process known as electromagnetic cascade. At the Earth, they constitute the diffuse extragalactic gamma-ray background (EGB), precisely measured by the Fermi Gamma-ray Space Telescope in the GeV–TeV range. By performing a conservative, quantitative, multimessenger analysis, we find greater than a or approximately to 3 delta (possibly as large as approximately 5 delta) tension between IceCube and EGB data, pointing towards the existence of a new class of high energy cosmic accelerators, such as gamma-ray-opaque sources.

Depuis les fonds méditerranéens, les quelques 900 photomultiplicateurs du télescope à neutrinos ANTARES scrutent les abysses pour tenter de discerner, parmi la bioluminescence et la radioactivité marine, les photons Čerenkov émis par les muons issus de neutrinos astrophysiques, et de distinguer ces muons de ceux générés par les gerbes atmosphériques produites par les rayons cosmiques. ANTARES accumule des données depuis 2006 ; cette prouesse technique permet d'envisager un avenir favorable à l'astronomie neutrino sous-marine : ANTARES devrait être le précurseur d'un instrument de plus grande envergure, KM3NeT. Les performances d'un télescope sont caractérisées, entre autres, par sa résolution angulaire. Dans le cas d'ANTARES, celle-ci est directement liée à la résolution temporelle des éléments du détecteur. La correction de l'une des principales sources de dégradation de cette résolution temporelle, l'effet de walk créé par l'établissement d'un seuil fixe pour le filtrage du signal issu des photomultiplicateurs, est exposée dans ce manuscrit. Cette correction, mise en œuvre dans la chaîne logicielle officielle de la collaboration ANTARES, améliore notamment l'estimateur de qualité de la reconstruction des événements. L'implémentation présentée laisse le champ libre à certaines optimisations. L'auteur tente en outre d'évaluer, à partir d'une simulation Monte-Carlo complète, la possibilité d'utiliser des sources de photons de très haute énergie comme sources de muons calibrées afin d'estimer le pointé absolu et la résolution angulaire du télescope. Bien que la procédure soit intrinsèquement entachée de larges incertitudes, il est démontré que la possibilité de détecter de telles sources est extrêmement faible. Cette étude montre également que les photons de très haute énergie ne constituent pas une source notable de bruit de fond neutrino.

The vast majority of experiments in particle physics can be described by the Standard Model of particle physics (SM). However, there are indications for physics beyond it. The only experimentally demonstrated problem of the model is the difficulty to describe neutrino masses and leptonic mixing. There is a plethora of models that try to describe these phenomena and this thesis investigates several possibilities for new models, both full theories and effective frameworks.   The values of the parameters in a model are dependent on the energy scale and we say that the parameters run. The exact behavior of the running depends on the model and it provides a signature of the model. For a model defined at high energies it is necessary to run the parameters down to the electroweak scale in order to perform a comparison to the known values of observed quantities. In this thesis, we discuss renormalization group running in the context of extra dimensions and we provide an upper limit on the cutoff scale. We perform renormalization group running in two versions of a non-supersymmetric SO(10) model and we show that the SM parameters can be accommodated in both versions. In addition, we perform the running for the gauge couplings in a large set of radiative neutrino mass models and conclude that unification is possible in some of them.   The Higgs boson provides new possibilities to study physics beyond the SM. Its properties have to be tested with extremely high precision before it could be established whether the particle is truly the SM Higgs boson or not. In this thesis, we perform Bayesian parameter inference and model comparison. For models where the magnitude of the Higgs couplings is varied, we show that the SM is favored in comparison to all other models. Furthermore, we discuss lepton flavor violating processes in the context of the Zee model. We find that these can be sizeable and close to the experimental limits. / <p>QC 20170221</p>

Das Standardmodell (SM) der Teilchenphysik hat sich in der Praxis als vielseitige Theorie bewährt, dennoch deuten nichtverschwindende Neutrinomassen, dunkle Materie und Baryonenasymmetrie auf Physik jenseits des SM (BSM) hin. Um also ein mit den Beobachtungen konsistentes Modell zu entwickeln, ist eine umfassendere Theorie nötig. Experimentell kann entweder in Abweichungen von den Vorhersagen des SM nach neuer Physik gesucht werden. So kann jedes BSM-Szenario getestet werden. In dieser Arbeit werden BSM-Szenarien im Quark- sowie im Leptonen-Sektor und deren phänomenologische Konsequenzen auf messbare Observablen betrachtet. Ein konkretes Beispiel in dieser Dissertation sind Neutrino massen modellierung mit der Einführung von sterilen Neutrinos. Wir untersuchen die phänomenologische Konsequenz ihrer Einführung auf verschiedenen Massenskalen im Zusammenhang mit symmetriegenerierten oder strukturlosen Neutrinomassenmodellen. Unter den geschmacksabhängigen aktivsterilen Mischungen in den durch Symmetrie erzeugten Massenmodellen finden wir deutliche Hierarchien, die als Modelldiskriminator für zukünftige Experimente dienen. Ähnlich wie beim Ausnutzen von Symmetrien im Neutrinosektor, kann man Symmetrien auch in Modellen für Quarkmassen nutzen. In dieser Arbeit werden Symmetrien behandelt, die den Cabibbo-Winkel für Quarkmischung in führender Ordnung quantisieren können. Dies führt zu einer Vielzahl möglicher Symmetrien, welche genutzt werden können um spezifische Modelle für Quarkmassen zu entwickeln. BSM-Physik indirekt mit Hilfe astrophysikalischer Neutrinos zu testen stellt eine Alternative zur direkten Detektion dar, und führt bei Betrachtung der Zusammensetzung des NeutrinoFlavours zu klaren Abweichungen von den Erwartungen. Neben der Behandlung verschiedenster BSM-Szenarien wird auch das Potenzial zukünftiger Experimente betrachtet, vor Allem im Hinblick auf deren Effektivität Physik jense. / The Standard Model (SM) of particle physics is a well-tested and predictive theory, however non-zero neutrino masses, the existence of dark matter, and the baryon asymmetry suggest physics beyond the SM. Thus, in order to have a model consistent with observations, a more complete theory is needed. Experimentally, one can search for new physics, thereby differentiate different BSM scenarios. We consider BSM scenarios in the quark and lepton sectors, and study their phenomenological consequence on measurable observables. A specific example is neutrino mass modeling with the introduction of sterile neutrinos. We study the phenomenological consequence of introducing them at different mass scales in the context of symmetry-generated or structureless neutrino mass models. We find distinct hierarchies among the flavor-dependent active-sterile mixings in the symmetry-generated mass models, which acts as a model discriminator for future experiments. Similarly as using symmetries in the neutrino sector, one can also use symmetries in quark mass models. This thesis consider symmetries capable of quantizing the Cabibbo quark mixing angle to leading order. As a result, a variety of possible symmetries are obtained, which can be used to build specific quark mass models. Probing BSM physics indirectly via astrophysical neutrinos, acts as an alternative to direct detection, and using the neutrino flavor composition as observable, BSM physics leads to clear deviations from expectation. Additional information comes from other effects, and it helps in constraining the parameter space further. Beside discussing different BSM scenarios, we illustrate the potential of future experiments, emphasizing their effectiveness to test and discriminate BSM physics.

The ESSnuSB will produce a high intensity neutrino super beam based on the 3 ms long proton pulses at 14 Hz from the ESS linac. With the use of a conventional normal-conducting van der Meer horn, to collect pions from the neutrino target, these 3 ms pulses will have to be compressed to of the order of 1 microsecond in order to avoid overheating of the magnet current conductors. Since this pulse compression requires costly extensions to the accelerator complex a prototype design of an alternative normal-conducting hadron collector scheme that could be operated in DC mode has been studied. The magnet has been implemented in the simulation software FLUKA and extensive research has been made to analyse and maximise the flux of charged pions inside and downsteam of the magnet. Further simulations have been made to asses the flux of on-target neutrinos from the alternative collector scheme in comparison to the corresponding flux of a van der Meer horn. Simulation results from the comparison show that the alternative magnet greatly improved the neutrino flux of a bare source but not to the extent necessary to replace the magnetic horn. A conclusion is presented on the future possibilities of an optimized design that can improve the neutrino flux.

Neste projeto realizamos um estudo sobre as fórmulas de probabilidades de oscilação de neutrinos na matéria em duas e três gerações. Estudamos extensivamente a fenomenologia e os experimentos de oscilação de neutrinos. Além de rever todas as expressões analíticas para as soluções exatas e aproximadas conhecidas na literatura para as probabilidades de conversão, também desenvolvemos soluções novas. Mostramos que os mesmos potenciais que possuem solução exata em duas gerações, também possuem em três. Com o formalismo proposto nesta dissertação para resolução da equação de evolução dos neutrinos na matéria, fica descartada a existência de outros potenciais, que não os aqui discutidos, com solução analítica em termos de funções que são obtidas como casos especiais ou limites da função hipergeométrica generalizada. / In this project we realized a study about the formulas of neutrino oscillation probabilities in matter in two and three generations. We studied the neutrino oscillation phenomenology and its experiments. We reviewed all the analytic expressions to the exact and aproximate solutions known at the literature to the conversion probabilities, as well as we have developed new ones. We showed that the same potentials which have exact solutions in two generations, also have exact solutions in three generations. By using the proposed formalism in this dissertation to the resolution of the evolution equation of neutrinos in matter, we ruled out the existence of other potentials not discussed here that have exact solution in terms of the special functions that are special cases or limits of the generalized hypergeometric function.

L'expérience NEMO3, en phase de prise de données depuis 2003, a pour objectif la recherche du signal de décroissance double bêta sans émission de neutrino (2β0ν) avec une sensibilité de 0,1 eV sur la masse effective du neutrino. La mise en évidence du processus 2β0ν, interdit par le Modèle Standard, impliquerait la non conservation du nombre leptonique et l'existence de neutrinos massifs de Majorana. La technique expérimentale utilisée associe un détecteur de traces à un calorimètre permettant ainsi l'identification des deux électrons et la mesure de leur énergie. Avec une sensibilité sur la période de 1023 années, quelques événements sont attendus par an. La réduction et la parfaite connaissance des bruits de fond sont donc fondamentales. Un contrôle précis des gains de l'ensemble des photomultiplicateurs du calorimètre est également nécessaire. La première partie de ce travail a consisté à l'exploitation des informations obtenues par les étalonnages relatifs en énergie réalisés quotidiennement avec une lumière laser. Cette étude a abouti à une méthode d'application des résultats des étalonnages relatifs pour l'analyse des données de NEMO3. La deuxième partie de ce travail a porté sur l'étude des différents bruits de fond des décroissances 2β2ν et 2β0ν. L'analyse des données enregistrées avec une source de neutrons dans différentes configurations de blindages du détecteur NEMO3 a validé un programme de génération des photons produits par interaction des neutrons rapides. Enfin, ce travail a permis de déterminer la période de décroissance 2β2ν du 100Mo et de donner une limite sur le processus 2β0ν du 100Mo.