One of the main goals of the theory of open quantum systems is to devise methods which help preserve the quantum properties of a system interacting with its environment. One possible pathway to achieve this goal is to use non-Markovian reservoirs, characterized by information backflows and revivals of certain quantum properties. These reservoirs usually require advanced engineering techniques, which may turn their implementation impractical. In this dissertation we propose an alternative technique: the injection of a classical colored noise, which induces the desired quantum non-Markovianity. In order to do that, we investigate the dynamics of a quantum system interacting with its surrounding environment and under the injection of a classical stochastic colored noise. A time-local master equation for the system is derived by using the stochastic wave function formalism and functional calculus. Afterwards, the non-Markovianity of the evolution is detected by using the Andersson, Cresser, Hall and Li measure, which is based on the decay rates of the master equation in canonical Lindblad-like form. Finally, we evaluate the measure for three different colored noises and study the interplay between environment and noise pump necessary to induce quantum non-Markovianity, as well as the energy balance of the system. / Um dos objetivos principais da teoria de sistemas quânticos abertos é desenvolver métodos que ajudem a preservar as propriedades quânticas de um sistema interagindo com o ambiente. Um possível caminho para alcançar essa meta é usar reservatórios não-Markovianos, caracterizados por refluxos de informação e renascimento de certas propriedades quânticas. Esses reservatóris geralmente requerem o uso de técnicas avançadas de engenharia, o que pode tornar sua implementação impraticável. Nessa dissertação nós propomos uma técnica alternativa: a injeção de um ruído colorido clássico, o qual induz a desejada não-Markovianidade quântica. De modo a fazer isso, nós investigamos a dinâmica de um sistema quântico interagindo com o ambiente e sob a injeção de um ruído colorido clássico estocástico. Uma equação mestra local no tempo é derivada usando-se do formalismo da função de onda estocástica e de técnicas de cálculo funcional. Após isso, a não-Markovianidade da evolução é detectada através da medida de Andersson, Cresser, Hall e Li, a qual é baseada nos coeficientes da equação mestra na forma de Lindblad-like canônica. Finalmente, nós calculamos a medida para três diferentes ruídos coloridos e estudamos a relação entre o ambiente e o bombeio estocástico necessária para induzir não-Markovianidade quântica, assim como o balanço de energia do sistema.

O processamento de informação quântica requer medidas, muitas vezes precedidas devoluções unitárias. Uma descrição realista de um computador quântico também deve levar em conta que o sistema interage com um ambiente externo - distinto do observador - que o remove de sua evolução ideal, gerando erros. Neste trabalho, fazemos um estudo da dinâmica de sistemas quânticos observados múltiplas vezes ou continuamente, enquanto interagem com ambientes externos. Para tanto, empregamos uma equação mestra híbrida, que permite modelar uma interação contínua e markoviana do sistema com o medidor, enquanto o ruído do ambiente apresenta características não markovianas. O estudo da dinâmica de uma medida contínua ruidosa revela que o sistema melhor preserva suas populações iniciais quando é realizada a medida de uma observável que não comuta com os operadores do ruído produzido pelo ambiente. Estes resultados, já conhecidos para o caso simples de um qubit de memória interagindo com o vácuo, são generalizados para uma temperatura inicial superior a zero e para um qubit submetido a uma porta quântica. A universalidade destes fenômenos de preservação da população inicial permite fazer analogia com o efeito Zenão quântico. Mantendo o mesmo formalismo, mas adaptando a interação com o ambiente para descrever um decaimento verificamos que o efeito Zenão quântico é observado para acoplamentos fracos com o ambiente. Tratamos também de como tal conhecimento sobre a preservação das populações pela medida auxilia na elaboração de melhores formas de preservar a informação em códigos quânticos. Com o auxílio da teoria das medidas fracas, propomos um possível método experimental simples para o teste da validade dos modelos de descrição de medidas contínuas. Com este estudo da dinâmica de uma medida quântica, esperamos elucidar questões de ordem prática no processamento de informação quântica, assim como ajudar no melhor entendimento de questões fundamentais, como o postulado da medida. / The processing of quantum information requires measurements, often preceded by unitary evolutions. A faithful description of a quantum computer should also take into account that the system interacts with an external environment - other than the observer - that removes it from its ideal evolution, causing errors. Here, we study the dynamics of quantum systems observed multiple times or continuously, while they interact with external environments. To do this, we employ a hybrid master equation, which allows us to model a continuous, Markovian interaction between the system and the measurement apparatus, while the environmental noise presents non-Markovian features. This study of the dynamics of the noisy continuous measurement reveals that the system better preserves its initial populations when the observable measured does not commute with the environmental noise operators. These results, already known for the simpler case of a memory qubit interacting with vacuum, are generalized for an initial temperature above zero and a qubit undergoing a quantum gate. The universality of these phenomena of preservation of the initial populations allows an analogy with the Quantum Zeno Effect. Keeping the same formalism, but adapting the environmental interaction to describe a decay, we verify that the quantum Zeno effect is observed for weak coupling with the environment. We also deal with how the knowledge about the preservation of the populations by the measurement helps in creating better ways to preserve the information in quantum codes. With the help of the weak measurement theory, we propose a simple experimental method to test the validity of models that describe a continuous measurement. With this study of the dynamics of a quantum measurement, we hope to help solve practical issues in quantum information processing, as well as provide greater insight into fundamental questions, such as the measurement postulate.

[pt] A criptografia quântica foi proposta como uma solução para o problema da distribuição de chaves criptográficas com segurança total garantida pelos princípios da mecânica quântica. Através dessa técnica é possível saber se um espião tentou interceptar a transmissão, o que é impossível utilizando técnicas de transmissão clássicas. Nesse trabalho foi feito um breve resumo da teoria de criptografia quântica, de suas técnicas de transmissão e dos problemas tecnológicos enfrentados. Foi analisada em detalhes a técnica de transmissão de qubits utilizando codificação de freqüência e feita uma comparação dos diferentes esquemas de modulação frente aos protocolos BB84 e B92. Foi demonstrado que os dois esquemas de modulação existentes (AM-AM e PM-PM) são na realidade equivalentes e foi proposto um novo esquema, o AM-PM o único que suporta o protocolo BB84 clássico. Medidas foram realizadas classicamente nos formatos AM-AM e AM-PM. / [en] Quantum cryptography has been proposed as a solution to the cryptographic key distribution problem with absolute security guaranteed by the principles of quantum mechanics. Through this scheme it is possible to find out whether a spy tried to eavesdrop on the transmission, which was impossible to discover using classical transmission techniques. In this work a brief review of quantum cryptography theory, transmission techniques and technological problems involved were performed. It was analyzed in detail the transmission technique employing frequency coding, and a comparison was made between the different modulation schemes and the BB84 and B92 protocols. It was demonstrated that the two existing modulation formats (AM-AM and PM-PM) are in fact equivalent and a new format (AM-PM) was proposed, the only one able to accommodate classical BB84. Classical measurements were performed on the AM-AM and AMPM formats.

Je souhaite réaliser un modèle théorique optimal pour les protocoles de partage de secret quantique basé sur l'utilisation des états graphes. Le paramètre représentatif d'un partage de secret à seuil est, entre autres la taille du plus grand ensemble de joueurs qui ne peut pas accéder au secret. Je souhaite donc trouver un famille de protocoles pour laquelle ce paramètre est le plus petit possible. J'étudie également les liens entre les protocoles de partage de secret quantique et des familles de courbes en géométrie algébrique. / I want to realize an optimal theoretical model for quantum secret sharing protocols based on graph states. The main parameter of a threshold quantum secret sharing scheme is the size of the largest set of players that can not access the secret. Thus, my goal is to find a collection of protocols for which the value of this parameter is the smallest possible. I also study the links between quantum secret sharing protocols and families of curves in algebraic geometry.

O processamento de informação quântica requer medidas, muitas vezes precedidas devoluções unitárias. Uma descrição realista de um computador quântico também deve levar em conta que o sistema interage com um ambiente externo - distinto do observador - que o remove de sua evolução ideal, gerando erros. Neste trabalho, fazemos um estudo da dinâmica de sistemas quânticos observados múltiplas vezes ou continuamente, enquanto interagem com ambientes externos. Para tanto, empregamos uma equação mestra híbrida, que permite modelar uma interação contínua e markoviana do sistema com o medidor, enquanto o ruído do ambiente apresenta características não markovianas. O estudo da dinâmica de uma medida contínua ruidosa revela que o sistema melhor preserva suas populações iniciais quando é realizada a medida de uma observável que não comuta com os operadores do ruído produzido pelo ambiente. Estes resultados, já conhecidos para o caso simples de um qubit de memória interagindo com o vácuo, são generalizados para uma temperatura inicial superior a zero e para um qubit submetido a uma porta quântica. A universalidade destes fenômenos de preservação da população inicial permite fazer analogia com o efeito Zenão quântico. Mantendo o mesmo formalismo, mas adaptando a interação com o ambiente para descrever um decaimento verificamos que o efeito Zenão quântico é observado para acoplamentos fracos com o ambiente. Tratamos também de como tal conhecimento sobre a preservação das populações pela medida auxilia na elaboração de melhores formas de preservar a informação em códigos quânticos. Com o auxílio da teoria das medidas fracas, propomos um possível método experimental simples para o teste da validade dos modelos de descrição de medidas contínuas. Com este estudo da dinâmica de uma medida quântica, esperamos elucidar questões de ordem prática no processamento de informação quântica, assim como ajudar no melhor entendimento de questões fundamentais, como o postulado da medida. / The processing of quantum information requires measurements, often preceded by unitary evolutions. A faithful description of a quantum computer should also take into account that the system interacts with an external environment - other than the observer - that removes it from its ideal evolution, causing errors. Here, we study the dynamics of quantum systems observed multiple times or continuously, while they interact with external environments. To do this, we employ a hybrid master equation, which allows us to model a continuous, Markovian interaction between the system and the measurement apparatus, while the environmental noise presents non-Markovian features. This study of the dynamics of the noisy continuous measurement reveals that the system better preserves its initial populations when the observable measured does not commute with the environmental noise operators. These results, already known for the simpler case of a memory qubit interacting with vacuum, are generalized for an initial temperature above zero and a qubit undergoing a quantum gate. The universality of these phenomena of preservation of the initial populations allows an analogy with the Quantum Zeno Effect. Keeping the same formalism, but adapting the environmental interaction to describe a decay, we verify that the quantum Zeno effect is observed for weak coupling with the environment. We also deal with how the knowledge about the preservation of the populations by the measurement helps in creating better ways to preserve the information in quantum codes. With the help of the weak measurement theory, we propose a simple experimental method to test the validity of models that describe a continuous measurement. With this study of the dynamics of a quantum measurement, we hope to help solve practical issues in quantum information processing, as well as provide greater insight into fundamental questions, such as the measurement postulate.

<p>Optimization and Machine learning (ML) have emerged as two positively disruptive methodologies and have thus resulted in unprecedented applications in several domains of technology. In recent years, ML has forayed into physical sciences and provided promising outcomes thanks to its ability in representing and generalizing complex functions to reveal underlying relations among variables describing a system. By casting ML as an optimization task, we first focus on its application in solving quantum many-body problems. Leveraging the power of quantum computation, we develop hybrid quantum machine learning protocols and implement benchmark tests to calculate the band structures of two-dimensional materials. We also show how this method can be used to estimate the critical point for a quantum phase transition. One  hurdle in such techniques is related to parameter optimization, wherein to obtain the desired result, the parameters have to be optimized, which can be computationally intensive. For a particular class of problem and a choice of algorithm, we deduce a simple parameter setting rule. This rule is projected as a heuristic and is validated numerically for several problem instances. Finally, by venturing into thermal photonics, a framework that takes advantage of the spectral and spatial information of hyperspectral thermal images to establish a completely passive machine perception, titled HADAR is presented. A conventional deep neural network is developed that utilizes the governing equation of HADAR and its performance in semantic segmentation is demonstrated. Altogether, this report establishes the need for creative algorithms that exploit modern hardware to solve complex problems that were previously deemed unsolvable.</p>

<p>La distribution quantique de clés est une technique cryptographique permettant l'échange de clés secrètes dont la confidentialité est garantie par les lois de la mécanique quantique. Le comportement particulier des particules élémentaires est exploité. En effet, en mécanique quantique, toute mesure sur l'état d'une particule modifie irrémédiablement cet état. En jouant sur cette propriété, deux parties, souvent appelées Alice et Bob, peuvent encoder une clé secrète dans des porteurs quantiques tels que des photons uniques. Toute tentative d'espionnage demande à l'espion, Eve, une mesure de l'état du photon qui transmet un bit de clé et donc se traduit par une perturbation de l'état. Alice et Bob peuvent alors se rendre compte de la présence d'Eve par un nombre inhabituel d'erreurs de transmission.</p> <p>L'information échangée par la distribution quantique n'est pas directement utilisable mais doit être d'abord traitée. Les erreurs de transmissions, qu'elles soient dues à un espion ou simplement à du bruit dans le canal de communication, doivent être corrigées grâce à une technique appelée réconciliation. Ensuite, la connaissance partielle d'un espion qui n'aurait perturbé qu'une partie des porteurs doit être supprimée de la clé finale grâce à une technique dite d'amplification de confidentialité.</p> <p>Cette thèse s'inscrit dans le contexte de la distribution quantique de clé où les porteurs sont des états continus de la lumière. En particulier, une partie importante de ce travail est consacrée au traitement de l'information continue échangée par un protocole particulier de distribution quantique de clés, où les porteurs sont des états cohérents de la lumière. La nature continue de cette information implique des aménagements particuliers des techniques de réconciliation, qui ont surtout été développées pour traiter l'information binaire. Nous proposons une technique dite de réconciliation en tranches qui permet de traiter efficacement l'information continue. L'ensemble des techniques développées a été utilisé en collaboration avec l'Institut d'Optique à Orsay, France, pour produire la première expérience de distribution quantique de clés au moyen d'états cohérents de la lumière modulés continuement.</p> <p>D'autres aspects importants sont également traités dans cette thèse, tels que la mise en perspective de la distribution quantique de clés dans un contexte cryptographique, la spécification d'un protocole complet, la création de nouvelles techniques d'amplification de confidentialité plus rapides à mettre en œuvre ou l'étude théorique et pratique d'algorithmes alternatifs de réconciliation.</p> <p>Enfin, nous étudions la sécurité du protocole à états cohérents en établissant son équivalence à un protocole de purification d'intrication. Sans entrer dans les détails, cette équivalence, formelle, permet de valider la robustesse du protocole contre tout type d'espionnage, même le plus compliqué possible, permis par les lois de la mécanique quantique. En particulier, nous généralisons l'algorithme de réconciliation en tranches pour le transformer en un protocole de purification et nous établissons ainsi un protocole de distribution quantique sûr contre toute stratégie d'espionnage.</p> <p>Quantum key distribution is a cryptographic technique, which allows to exchange secret keys whose confidentiality is guaranteed by the laws of quantum mechanics. The strange behavior of elementary particles is exploited. In quantum mechnics, any measurement of the state of a particle irreversibly modifies this state. By taking advantage of this property, two parties, often called Alice and bob, can encode a secret key into quatum information carriers such as single photons. Any attempt at eavesdropping requires the spy, Eve, to measure the state of the photon and thus to perturb this state. Alice and Bob can then be aware of Eve's presence by a unusually high number of transmission errors.</p> <p>The information exchanged by quantum key distribution is not directly usable but must first be processed. Transmission errors, whether they are caused by an eavesdropper or simply by noise in the transmission channel, must be corrected with a technique called reconciliation. Then, the partial knowledge of an eavesdropper, who would perturb only a fraction of the carriers, must be wiped out from the final key thanks to a technique called privacy amplification.</p> <p>The context of this thesis is the quantum key distribution with continuous states of light as carriers. An important part of this work deals with the processing of continuous information exchanged by a particular protocol, where the carriers are coherent states of light. The continuous nature of information in this case implies peculiar changes to the reconciliation techniques, which have mostly been developed to process binary information. We propose a technique called sliced error correction, which allows to efficiently process continuous information. The set of the developed techniques was used in collaboration with the Institut d'Optique, Orsay, France, to set up the first experiment of quantum key distribution with continuously-modulated coherent states of light.</p> <p>Other important aspects are also treated in this thesis, such as placing quantum key distribution in the context of a cryptosystem, the specification of a complete protocol, the creation of new techniques for faster privacy amplification or the theoretical and practical study of alternate reconciliation algorithms.</p> <p>Finally, we study the security of the coherent state protocol by analyzing its equivalence with an entanglement purification protocol. Without going into the details, this formal equivalence allows to validate the robustness of the protocol against any kind of eavesdropping, even the most intricate one allowed by the laws of quantum mechanics. In particular, we generalize the sliced error correction algorithm so as to transform it into a purification protocol and we thus establish a quantum key distribution protocol secure against any eavesdropping strategy.</p>

Multiple Sequenzalignments (MSAs) von homologen Proteinen sind nützliche Werkzeuge, um kompensatorische Mutationen zwischen nicht-konservierten Residuen zu charakterisieren. Die Identifizierung dieser Residuen in MSAs ist eine wichtige Aufgabe um die strukturellen Grundlagen und molekularen Mechanismen von Proteinfunktionen besser zu verstehen. Trotz der vielen Anzahl an Literatur über kompensatorische Mutationen sowie über die Sequenzkonservierungsanalyse für die Erkennung von wichtigen Residuen, haben vorherige Methoden meistens die biochemischen Eigenschaften von Aminosäuren nicht mit in Betracht gezogen, welche allerdings entscheidend für die Erkennung von kompensatorischen Mutationssignalen sein können. Jedoch werden kompensatorische Mutationssignale in MSAs oft durch das Rauschen verfälscht. Aus diesem Grund besteht ein weiteres Problem der Bioinformatik in der Trennung signifikanter Signale vom phylogenetischen Rauschen und beziehungslosen Paarsignalen. Das Ziel dieser Arbeit besteht darin Methoden zu entwickeln, welche biochemische Eigenschaften wie Ähnlichkeiten und Unähnlichkeiten von Aminosäuren in der Identifizierung von kompensatorischen Mutationen integriert und sich mit dem Rauschen auseinandersetzt. Deshalb entwickeln wir unterschiedliche Methoden basierend auf klassischer- und quantum Informationstheorie sowie multiple Testverfahren. Unsere erste Methode basiert auf der klassischen Informationstheorie. Diese Methode betrachtet hauptsächlich BLOSUM62-unähnliche Paare von Aminosäuren als ein Modell von kompensatorischen Mutationen und integriert sie in die Identifizierung von wichtigen Residuen. Um diese Methode zu ergänzen, entwickeln wir unsere zweite Methode unter Verwendung der Grundlagen von quantum Informationstheorie. Diese neue Methode unterscheidet sich von der ersten Methode durch gleichzeitige Modellierung ähnlicher und unähnlicher Signale in der kompensatorischen Mutationsanalyse. Des Weiteren, um signifikante Signale vom Rauschen zu trennen, entwickeln wir ein MSA-spezifisch statistisches Modell in Bezug auf multiple Testverfahren. Wir wenden unsere Methode für zwei menschliche Proteine an, nämlich epidermal growth factor receptor (EGFR) und glucokinase (GCK). Die Ergebnisse zeigen, dass das MSA-spezifisch statistische Modell die signifikanten Signale vom phylogenetischen Rauschen und von beziehungslosen Paarsignalen trennen kann. Nur unter Berücksichtigung BLOSUM62-unähnlicher Paare von Aminosäuren identifiziert die erste Methode erfolgreich die krankheits-assoziierten wichtigen Residuen der beiden Proteine. Im Gegensatz dazu, durch die gleichzeitige Modellierung ähnlicher und unähnlicher Signale von Aminosäurepaare ist die zweite Methode sensibler für die Identifizierung von katalytischen und allosterischen Residuen.

Submitted by JÚLIO HEBER SILVA (julioheber@yahoo.com.br) on 2017-07-05T20:29:06Z No. of bitstreams: 2 Dissertação - Emile Raymond Ferreira Taillebois - 2013.pdf: 1511356 bytes, checksum: 65cfae075ab1d008ea3249e5ffc19da9 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) / Approved for entry into archive by Cláudia Bueno (claudiamoura18@gmail.com) on 2017-07-07T19:11:05Z (GMT) No. of bitstreams: 2 Dissertação - Emile Raymond Ferreira Taillebois - 2013.pdf: 1511356 bytes, checksum: 65cfae075ab1d008ea3249e5ffc19da9 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) / Made available in DSpace on 2017-07-07T19:11:05Z (GMT). No. of bitstreams: 2 Dissertação - Emile Raymond Ferreira Taillebois - 2013.pdf: 1511356 bytes, checksum: 65cfae075ab1d008ea3249e5ffc19da9 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2013-11-08 / Conselho Nacional de Pesquisa e Desenvolvimento Científico e Tecnológico - CNPq / In this dissertation, the use of the partial trace of momentum degrees of freedom in the construction of spin reduced density matrices for relativistic massive systems is analyzed. In the regime considered here, massive particles can be described by irreducible unitary representations of the Poincar e group, and the base states are labeled by the dynamical variables of momentum and spin. The reduced density matrices obtained by the partial trace of momenta have unusual properties, since they are not covariant under the action of restricted Lorentz transformations. That behavior produces some important consequences in the study of quantum information in relativistic systems. However, recent arguments have been presented against the use of those matrices in the description of processes involving the transfer of information stored in spin degrees of freedom of relativistic massive particles. Those criticisms are discussed in this dissertation and a connection with the structure of the space of states associated with a given unitary representation is established through a detailed study of the induced representation method applied to the Poincar e group. This allows rewriting the criticisms in literature without the need of a speci c model of interaction for the spin measurement. Besides that, the analysis performed here allows to establish a new method to construct e ective spin reduced density matrices. The presented approach allows recovering the results in the literature and, at the same time, to incorporate the criticisms in a consistent way. However, it is necessary to abandon the usual partial trace of the momentum degrees of freedom and the interpretation in the literature for the spin reduced density matrices. The examples presented in the arguments against the usual spin reduced density matrices are studied using the approach proposed in this dissertation. / Nesta dissertação, a utilização do traço parcial dos momentos na construção de matrizes densidade reduzidas de spin para partículas massivas relativisticas é analisada. No regime considerado, as partículas massivas podem ser descritas por representações unitárias do grupo de Poincaré, e os estados de base são rotulados pelas variáveis dinâmicas de momento e spin. As matrizes reduzidas obtidas por meio do traço parcial dos momentos possuem propriedades inusitadas, pois não são covariantes sob a ação de transformações de Lorentz restritas. Essa característica traz consequências importantes para o estudo da teoria da informação quântica em sistemas relativísticos. No entanto, argumentos recentes têm sido apresentados contra o uso dessas matrizes nos processos de transmissões de informação envolvendo os graus de spin de partículas massivas. Essas críticas são discutidas neste trabalho e uma conexão com a estrutura do espaço de estados associado a representação unitária em questão é estabelecida por meio de um estudo detalhado do método das representações induzidas aplicado ao grupo de Poincaré. Isso permite reescrever as críticas presentes na literatura sem a necessidade de se introduzir um modelo específico de interação associado à medida do spin das partículas. Alem disso, a análise realizada nesta dissertação permite estabelecer um novo método para a construção de matrizes densidade reduzidas efetivas de spin. A proposta apresentada permite recuperar os resultados presentes na literatura e, ao mesmo tempo, incorporar as críticas de maneira consistente. No entanto, para isso é necessário abandonar o traço parcial usual dos graus de liberdade de momento e a interpretação dada na literatura para as matrizes densidade reduzidas de spin. Os exemplos apresentados nas argumentações contra as matrizes densidade reduzidas de spin usuais são estudados utilizando o método proposto neste trabalho.

<div>We consider actions of the current Lie algebras $\gl_{n}[t]$ and $\gl_{k}[t]$ on the space $\mathfrak{P}_{kn}$ of polynomials in $kn$ anticommuting variables. The actions depend on parameters $\bar{z}=(z_{1}\lc z_{k})$ and $\bar{\alpha}=(\alpha_{1}\lc\alpha_{n})$, respectively.</div><div>We show that the images of the Bethe algebras $\mathcal{B}_{\bar{\alpha}}^{\langle n \rangle}\subset U(\gl_{n}[t])$ and $\mathcal{B}_{\bar{z}}^{\langle k \rangle}\subset U(\gl_{k}[t])$ under these actions coincide.</div><div></div><div>To prove the statement, we use the Bethe ansatz description of eigenvectors of the Bethe algebras via spaces of quasi-exponentials. We establish an explicit correspondence between the spaces of quasi-exponentials describing eigenvectors of $\mathcal{B}_{\bar{\alpha}}^{\langle n \rangle}$ and the spaces of quasi-exponentials describing eigenvectors of $\mathcal{B}_{\bar{z}}^{\langle k \rangle}$.</div><div></div><div>One particular aspect of the duality of the Bethe algebras is that the Gaudin Hamiltonians exchange with the Dynamical Hamiltonians. We study a similar relation between the trigonometric Gaudin and Dynamical Hamiltonians. In trigonometric Gaudin model, spaces of quasi-exponentials are replaced by spaces of quasi-polynomials. We establish an explicit correspondence between the spaces of quasi-polynomials describing eigenvectors of the trigonometric Gaudin Hamiltonians and the spaces of quasi-exponentials describing eigenvectors of the trigonometric Dynamical Hamiltonians.</div><div></div><div>We also establish the $(\gl_{k},\gl_{n})$-duality for the rational, trigonometric and difference versions of Knizhnik-Zamolodchikov and Dynamical equations.</div>