Na presente dissertação fazemos um resumo das idéias fundamentais do método de Quantização Estocástica de Parisi e Wu, com aplicações a teorias de campo Escalares, de Gauge e Fermiônicas. Em particular, nós utilizamos o esquema de Regularização Analítica Estocástica no cálculo do tensor de polarização para a Eletrodinâmica Quântica com Bósons ou Fêrmions de Dirac. A influência da regularização na invariância de Gauge e estudada para ambas as teorias, e é sugerida uma extensão do método para alguns modelos supersimétricos. / In the present dissertation, we made a survey of the fundamental ideas about Parisi-Wu\'s Stochastic Quantization Method, with applications to Scalar, Gauge and Fermionic theories. In particular, we use the Analytic Stochastic Regularization Scheme to calculate the polarization tensor for Quantum Electrodynamics with bosons or Dirac Fermions. The regularization influence is studied for both theories and an extension of this method for some supersymmetrical models is suggested.

Orientador: Antonio Soares de Castro / Banca: Marcelo Batista Hott / Banca: Pedro Almeida Vieira Alberto / Banca: Luis Rafael Benito Castro / Banca: Edisom de Souza Moreira junior / Resumo: O espalhamento relativístico de bósons de spin 0 e de férmions de spin 1/2 por potenciais coulombianos esfericamente simétricos 'e analisado em detalhes com uma mistura arbitrária de acoplamentos escalar e vetorial. Mostra-se que a série de ondas parciais, seja para bósons ou férmions, se reduz à amplitude de espalhamento de Rutherford exata quando os potenciais escalar e vetorial têm a mesma magnitude. O mesmo acontece na aproximação de potenciais fracos. O comportamento da amplitude de espalhamento próximo das condições que fornecem a forma fechada é também discutido. A partir dos polos complexos da amplitude de onda parcial, soluções exatas de estados ligados para partículas e antipartículas em diferentes circunstâncias são obtidas. A quebra perturbativa da degenerescência acidental aparecendo em um par de casos especiais é relacionado com a não conservação do vetor de Runge-Lenz. No caso de férmions, as amplitudes de ondas parciais têm formas fechadas não apenas para as simetrias de spin e pseudospin mas também quando há uma ligeira quebra das mesmas. Mostra-se que no limite não relativístico, a seção de choque diferencial obtida se reduz para a seção de choque de Rutherford para simetrias de spin e pseudospin exatas e para a seção de choque de Mott quando a simetria é suavemente quebrada / Abstract: The relativistic scattering of spin-0 bosons and spin-1/2 fermions by spherically symmetric Coulomb potentials is analyzed in detail with an arbitrary mixing of vector and scalar couplings. It is shown that the partial wave series for both bosons and fermions reduces the scattering amplitude to that one resulting in the Rutherford formula exactly when the vector and scalar potentials have the same magnitude. The same happen in the approximation for weak potentials. The behavior of the scattering amplitude near the conditions that furnish its closed form is also discussed. From the complex poles of the partial scattering amplitude for bosons the exact closed form of bound-state solutions for both particles and antiparticles with different scenarios for the coupling constants are obtained. Perturbative breaking of the accidental degeneracy appearing in a pair of special cases is related to the nonconservation of the Runge-Lenz vector. In the case of fermions, the closed form for the partial wave series occurs not only for the spin and pseudospin symmetries but also when there is a slight breaking of the same. It is shown that in the non-relativistic limit, the differential cross section obtained reduces to Rutherford's cross section when there are spin and pseudospin symmetries and to Mott differential cross section when the symmetry is slightly broken / Doutor

O método variacional foi usado para estudar a possibilidade de existência de um vácuo composto da Eletrodinâmica Quântica. Um ansatz contendo um condensado de pares elétron - pósitron foi investigado e uma equação de otimização para a função de onda do condensado foi encontrada. A prescrição de renormalização utilizada quebrou a simetria de escala inicialmente presente no Lagrangiano. A equação de otimização foi rededuzida resolvendo-se a equação de Schwinger-Dyson para a auto-energia do elétron. Expressões tanto para a massa dinamicamente gerada para o elétron, em termos da função de onda dos pares, quanto para a dependência da constante de acoplamento com o parâmetro de massa (ponto de renormalização) foram apresentadas. Nossos cálculos, entretanto, nos levaram a concluir que, pelo menos dentro de nossa abordagem, não é possível a existência de tal vácuo composto da Eletrodinâmica Quântica. / The variational method was used to study the possibility of existence of a composed vacuum of the Quantum Electrodynamics. An ansatz containing a condensate of electron-positron pairs was investigated and an optimization equation for the condensate wave function was encountered. The renormalization prescription used broke the scale symmetry initially present in the Lagrangian. Once more the optimization equation was derived. This time this was done by the resolution of Schwinger-Dyson equation to the electron self energy. An expression to the dynamically generated mass of the electron, in terms of the condensate wave function, was presented, as well as the mass parameter dependence of the coupling constant. Our calculations, however, lead us to conclude that the existence of such composed vacuum of the Quantum Electrodynamics is not possible, at least within our approach.

Treinos discriminativos específicos podem favorecer que um organismo responda consistentemente sob controle de relações entre estímulos que não foram diretamente ensinadas. Diz-se, então, que estas são relações emergentes. Caso tais relações estejam de acordo com as propriedades de reflexividade, simetria e transitividade, é constatada a formação de classes de estímulos equivalentes. Nas últimas décadas, diversos estudos vêm tentando demonstrar a formação de classes de estímulos equivalentes em animais não humanos, mas poucos têm tido sucesso. Dentre as propriedades definidoras da equivalência, a simetria tem sido a mais difícil de ser observada. Ao identificarem variáveis relacionadas aos resultados inconsistentes de estudos envolvendo testes de simetria, Frank e Wasserman (2005) planejaram um experimento com pombos, no qual tentativas de relações de identidade e arbitrárias eram apresentadas em uma mesma sessão, que resultou em desempenho positivo nos testes. O objetivo do presente trabalho foi identificar algumas das variáveis que possivelmente contribuíram para os resultados obtidos no referido estudo. Para tanto, foram realizados dois experimentos, com três pombos cada, para verificar: 1) a replicabilidade dos dados obtidos por Frank e Wasserman (2005); 2) se o treino de reversibilidade de combinações negativas é um fator importante na obtenção de simetria emergente com este procedimento. Os sujeitos foram ensinados a bicar estímulos apresentados isoladamente na tela de um computador em uma tarefa de matching sucessivo. O Experimento I consistiu no treino misto das relações AA, BB e AB e no teste de simetria BA. O Experimento II era semelhante ao anterior, exceto que, para que não ocorresse o treino de reversibilidade das combinações negativas, foram acrescentadas as relações CC no treino. Apenas dois pombos, um de cada experimento, apresentaram responder discriminado no treino. Ambos apresentaram desempenho semelhante ao do estudo de Frank e Wasserman (2005), o que indicaria emergência de simetria. Entretanto, uma análise mais detalhada do desempenho destes dois pombos revelou um responder instável entre as sessões de teste. Os outros quatro sujeitos não apresentaram responder discriminado apesar do elevado número de sessões (entre 65 e 220). A análise da distribuição das respostas ao longo do tempo de apresentação dos estímulos indicou diferenças entre o responder dos pombos que concluíram e que não concluíram o treino. Estes últimos apresentaram um responder marcado por longas pausas entre respostas, com menor freqüência de respostas para o estímulo modelo. Os pombos que concluíram a fase de treino apresentaram um responder constante, com poucas e curtas pausas, com maior freqüência de respostas diante do modelo do que diante dos estímulos de comparação. Os resultados dos testes de simetria indicam que o treino de reversão das combinações negativas não foi um fator relacionado à emergência de simetria com este procedimento. O fato de que a maioria dos sujeitos não aprendeu as relações treinadas, bem como os diferentes padrões de responder apresentados pelos sujeitos ao longo do treino e o desempenho instável nas sessões de teste, indicam a necessidade de refinamento do procedimento, buscando favorecer a aprendizagem e produzir estabilidade nos testes / Specific conditions in the discriminative training should set conditions for an organism to respond controlled by stimuli relations, not directly trained. These stimuli relations are said to be emergent. If these relations are reflexive, symmetric and transitive, than classes of equivalent stimuli were established. In the last decades, several studies tried to demonstrate the formation of equivalence classes in non-humans animals, but a few succeed. From among those properties that define equivalence relations, symmetry is the most hardly observed. Once identified some variables involved with the discrepant results in the symmetry tests, Frank and Wasserman (2005) designed an experiment with pigeons, where identity and arbitrary trials were presented altogether in the training sessions. This procedure resulted in positive outcomes in symmetry tests. The purpose in this study was to assess some of the variables that possibly contributed to Frank and Wassermans (2005) positive results. Two experiments were conducted in order to verify 1) Frank and Wasserman (2005) data replicability; 2) if training the negative combinations reversals is relevant in producing emergent symmetry by this procedure. Tree pigeons participated in each one of them. The pigeons were trained to peak stimuli presented alone in a computer screen in a successive matching task. Experiment I consisted in mixed training of AA, BB and AB relations followed by symmetry tests for BA relation. Experiment II was identical to the previous one, except that CC relations were added in order to avoid the negative relations reversal training. Only two pigeons, one of each experiment, reach training criterion. Their performances in symmetry tests were quite similar to those presented by Frank and Wasserman (2005) indicating that training resulted in symmetry relations. Meanwhile, a careful analysis of these symmetric performances in the testes revealed to be unstable from session to session. The four remaining pigeons did not reached training criterion despite of been exposed to high number of training sessions (about 65 to 220 sessions). Differences in distribution of responses over stimuli presentation interval were observed comparing data of the two pigeons that reached training criterion and pigeons that did not reach training criterion. Low frequency of response and long inter-response interval to the sample stimulus characterized the performances of the four pigeons whose training criterion has never been reached. For the pigeons whose training criterion was reached the responses occurred constantly, with few and short inter-responses intervals and high frequency of responding to the sample stimulus when compared to the comparison stimulus. The symmetry tests results suggests that training the negative combinations reversals did not affected the emergence of symmetric relations in this procedure. The fact that most of the pigeons did not reached training criterion, along with the different response patterns shown by each pigeon in the training task and the unstable performance observed in the tests indicates that procedure refining is needed in order to improve learning to criterion and produce stability during tests.

On compact Riemann surfaces, the Laplacian $\Delta$ has a discrete, non-negative spectrum of eigenvalues $\{\lambda_{i}\}$ of finite multiplicity. The spectrum is intrinsically linked to the geometry of the surface. In this work, we consider surfaces of constant negative curvature with a large symmetry group. It is not possible to explicitly calculate the eigenvalues for surfaces in this class, so we combine group theoretic and analytical methods to derive results about the spectrum. In particular, we focus on the Bolza surface and the Klein quartic. These have the highest order symmetry groups among compact Riemann surfaces of genera 2 and 3 respectively. The full automorphism group of the Bolza surface is isomorphic to $\mathrm{GL}_{2}(\mathbb{Z}_{3})\rtimes\mathbb{Z}_{2}. We analyze the irreducible representations of this group and prove that the multiplicity of $\lambda_{1}$ is 3, building on the work of Jenni, and identify the irreducible representation that corresponds to this eigenspace. This proof relies on a certain conjecture, for which we give substantial numerical evidence and a hopeful method for proving. We go on to show that $\lambda_{2}$ has multiplicity 4.

This thesis reports work in three areas of X-ray crystallography. An initial chapter describes the structure of a protein, the methods based on the use of X-rays and computer analysis of diffraction patterns to determine crystal structure, and the subsequent derivation of the structure of part or all of a protein molecule. Work to determine the structure of the protein cytokine receptor-like factor 3 (CRLF3) leading to the successful generation of a structural model of a significant part of this molecule is then described in Chapter 2. A variety of techniques had to be deployed to complete this work, and the steps undertaken are described. Analysis was performed principally using phaser, using maximum likelihood methods. Areas for improvement in generating non-crystallographic symmetry (NCS) operators in existing programmes were identified and new and modified algorithms implemented and tested. Searches based on improved single sphere algorithms, and a new two-sphere approach, are reported. These methods showed improvements in many cases and are available for future use. In Chapter 4, work on determining the relative importance of low resolution and high intensity data in molecular replacement solutions is described. This work has shown that high intensity data are more important than the low resolution data, dispelling a common perception and helping in experimental design.

Dans cette thèse, nous nous intéressons à la mécanique statistique d’une classe d’écoulements “quasi-bidimensionnels”. Nous nous penchons plus particulièrement sur le cas des écoulements tri-dimensionnels axisymétriques, bidimensionnels stratifiés et bidimensionnels magnéto hydrodynamiques. La dynamique de ces écoulements est génériquement décrite par les équations d’évolution d’un champ de vitesses incompressible bidimensionnel,couplées à une équation d’évolution d’un champ scalaire. Ce dernier représente tantôt une température, tantôt un courant électrique, tantôt un mouvement tourbillonnaire transverse. Ces écoulements ont un intérêt géophysique ou astrophysique : ils peuvent être utilisés pour modéliser grossièrement les ouragans, les courants océaniques à l’échelle planétaire, les taches solaires, etc. Ils ont aussi un intérêt plus fondamental.Malgré leur géométrie bidimensionnelle intrinsèque, les écoulements “2D3C” peuvent être en effet tri-dimensionnellement connotés. Dans les cas que l’on regarde, la vorticité n’est pas seulement transportée : elle est aussi étirée. Il n’est ainsi pas évident de savoir si la tendance naturelle des écoulements 2D3C est de s’organiser en structures cohérentes énergétiques à grande échelle comme en deux dimensions, ou plutôt de répartir leur énergie sur les petites échelles comme en trois dimensions. Il n’est a priori pas clair nonplus de savoir si une forme d’énergie (cinétique ou magnétique/tourbillonnaire) y est privilégiée aux dépends de l’autre.Pour répondre à ces questions de manière très générale, nous étudions et décrivons la mécanique statistique d’équilibre des écoulements 2D3C sus-mentionnés, en nous plaçant d’abord dans le cadre des “ensembles d’équilibre absolu” considérés par Robert Kraichnan à la fin des années 1960, puis dans le cadre plus moderne des “mesures microcanoniques stationnaires” introduites par Raoul Robert, Jonathan Miller et Joël Sommeria pour les fluides bidimensionnels au début des années 1990. Les équilibres 2D3C sont décrits dans la première partie de ce manuscript. La seconde partie du manuscript est plus pratique, et également plus spéculative. Nous nous servons d’ outils de la mécanique statistique d’équilibre pour interpréter des données turbulentes expérimentales provenant d’expériences de type Von Kármán . Nous utilisons ensuite des résultats récents de théorie de probabilité pour montrer que des régimes de turbulence quasi-bidimensionnelle (turbulence tri-dimensionnelle avec rotation,turbulence dans des couches savonneuses) ont des propriétés d’invariance conforme statistique, analogues à celles observées dans des systèmes de spins ferromagnétiques au point critique. / The present manuscript deals with the statistical mechanics of some inviscid fluidmodels which are possibly relevant in the context of geophysics and astrophysics. Weinvestigate the case of axially symmetric flows, two-dimensional Boussinesq flows, andtwo-dimensional magneto-hydro fluids. Those flows can be loosely referred to as twodimensionalflows with three components (“2D3C”). In addition to the two-dimensionalvelocity field, they describe the evolution of an additional field variable, which representseither a magnetic current, a salinity, a temperature or a swirl depending on the situation.In common with the dynamics of strictly two-dimensional hydrodynamical flows, thenon-linear dynamics of 2D3C flows is constrained by the presence of an infinite numberof Casimir invariants, which emerge as dynamical invariants in the limit of a vanishingforcing and a vanishing dissipation . In common with three-dimensional flows, the vorticityis not only mixed but also stretched by the dynamics. The additional field may actas a source or a sink of kinetic energy. It is commonly believed that such flows have thepropensity to develop large scale coherent structures. Whether those long lived structuresare equilibrium or metastable structures is however not so clear, nor are the exactconditions of their emergence. The role of the Casimir invariants in constraining those isnot so obvious either.

The recent popularity of Bayesian inference is due to the practical advantages of the Bayesian approach. The Bayesian analysis makes it possible to reflect ones prior beliefs into the analysis. In this thesis, we explore some asymptotic results in Bayesian nonparametric inference for restricted and unrestricted space of distributions. This thesis is divided into two parts. In the first part, we employ the Dirichlet process in a hypothesis testing framework to propose a Bayesian nonparametric chi-squared goodness-of-fit test. Our suggested method corresponds to Lo's Bayesian bootstrap procedure for chi-squared goodness-of-fit test. Indeed, our bootstrap rectifies some shortcomings of regular bootstrap which only counts number of observations falling in each bin in contingency tables. We consider the Dirichlet process as the prior for the distribution of data and carry out the test based on the Kullback-Leibler distance between the Dirichlet process posterior and the hypothesized distribution. We prove that this distance asymptotically converges to the same chi-squared distribution as the classical frequentist's chi-squared test. Moreover, the results are generalized to the chi-squared test of independence for contingency tables. In the second part, our main focus is on Bayesian nonparametric inference for a restricted group of distributions called spherically symmetric distributions. We describe a Bayesian nonparametric approach to perform an inference for a bivariate spherically symmetric distribution. We place a Dirichlet invariant process prior on the set of all bivariate spherically symmetric distributions and derive the Dirichlet invariant process posterior. Indeed, our approach is an extension of the Dirichlet invariant process for the symmetric distributions on the real line to bivariate spherically symmetric distribution where the underlying distribution is invariant under a finite group of rotations. Further, we obtain the Dirichlet invariant process posterior for the infinite transformation group and we prove that it approaches a certain Dirichlet process. Finally, we develop our approach to obtain the Bayesian nonparametric posterior distribution for functionals of the distribution's support when the support satisfies certain symmetry conditions. When symmetry holds with respect to the parallel lines of axes (for example, in two dimensional space x = a and y = b) we employ our approach to approximate the distribution of certain functionals such as area and perimeter for the support of the distribution. This suggests a Bayesian nonparametric bootstrapping scheme. The estimates can be derived based on posterior averaging. Then, our simulation results demonstrate that our suggested bootstrapping technique improves the accuracy of the estimates.

A interação forte a baixas energias pode ser abordada por meio de lagrangianas efetivas. Nesse contexto, o modelo de Skyrme representa uma forma de descrever bárions, que emergem como sólitons topológicos de uma lagrangiana mesônica quiral. A interação nucleon-nucleon (NN) é comumente tratada neste modelo de maneira aproximada, através do chamado Ansatz Produto (AP), cujo problema mais sério é não reproduzir a atração de alcance intermediário no canal escalar-isoescalar do potencial NN. O objetivo deste trabalho é construir um novo ansatz para o cálculo da interação NN no modelo de Skyrme. Para isso, analisamos o AP, investigando as causas deste problema fenomenológico, e concluímos que deve-se à componente azimutal de seu campo piônico. A partir disto, construímos o Ansatz Novo (AN), com o qual calculamos o novo potencial. Comparando os resultados com outros potenciais existentes, mostramos que o AN constitui uma solução plausível para o problema. / Strong interactions at low energies can be treated by means of effective lagrangians. In this context, the Skyrme model is regarded as a way to describe baryons as topological solitons from a chiral mesonic lagrangian. In the framework of this model, nucleon-nucleon (NN) interaction is usually derived in the sudden approximation, by means of the so called Product Ansatz (PA). Its most serious problem is the absence of the intermediate range attraction in the scalar-isoscalar channel of the NN potential. We construct a new ansatz to derive the NN interaction in the Skyrme model. At first, we analise the PA and investigate the causes of its phenomenological problem. We conclude it is due to the azimuthal component of its pionic field. With this result we build the New Ansatz (NA) and calculate the new potential. Comparisons of the results with other existent potentials show that NA constitutes a plausible solution to the problem.

In this dissertation, we introduce three techniques for network sciences. The first of these techniques is a series of new models for describing network growth. These models, called network specialization models, are built with the idea that networks grow by specializing the function of subnetworks. Using these models we create theoretical networks which exhibit well-known properties of real networks. We also demonstrate how the spectral properties are preserved as the models grow. The second technique we describe is a method for decomposing networks that contain automorphisms in a way that preserves the spectrum of the original graph. This method for graph (or equivalently matrix) decomposition is called an equitable decomposition. Previously this method could only be used for particular classes of automorphisms, but in this dissertation we have extended this theory to work for every automorphism. Further we explain a number of applications which use equitable decompositions. The third technique we describe is a generalization of network symmetry, called latent symmetry. We give numerous examples of networks which contain latent symmetries and also prove some properties about them