Continuous Variables Quantum Neural Networks

Màster Oficial de Ciència i Tecnologia Quàntiques / Quantum Science and Technology, Facultat de Física, Universitat de Barcelona. Curs: 2022-2023. Tutors: Antonio Acín, Federico CentroneQuantum mechanics in conjunction with continuous variables systems are promising for artificial neural networks in terms of information processing and real data domains. For classical simulation concerns, a brand-new continuous variables quantum neural network (QNN) was implemented, analyzed and tested keeping the affinity with quantum hardware. The simulated QNN approach is based on second statistical moments of the system’s Gaussian stage jointly with expectation value expressions acting as the non-Gaussian evolution and measurement of the system. The required components, infrastructure and algorithms were described and developed along with its relative demonstrations giving a complete traceability of the proposed quantum neural network model supported with illustrative examples

Flows in a rotating cylinder.

The purpose of this work is to focus on studying Görtler vortices inside a rotating cylinder. The literature review chapter, (Chapter 1), gives us insight from Görtler and Hämmerlin on the dominant - centrifugal and viscous forces. Their theoretical work inspired the hypothesis of this paper that for a fixed volume-fill, and diameter cylinder, there is a discrete set of tangential speeds of rotation when the Görtler vortices become axially stable. Or, equivalently, that the down-wash regions of the vortices do not move along the z-axes. In the Findings chapter we will discuss what we have discovered on how the coriolis effects shape the flow front for a cylinder with a low fill-volume fraction. The gravitational effects from the suspended over the boundary layer pool can not be ignored for cylinder fill-volumes of 7/10, 8/10 and 9/10 fill. The axial end effects are linked to the existence of a Gibbs phenomenon in a whole section in Chapter 3. Two flow phenomena are described in the literature: (1) Hygrocysts- sheets of water that form along the z-axes [2] (2) "Shark teeth"- for a low fill volume fraction, the flow front takes on periodically varying in axial direction angular values. [14] We will link the above two flow phenomena to a common underlying cause: the Görtler vortices. The first resulting from strong vortices and the second from a coriolis force. We will introduce the hypothesis that for some values of the tangential speed of rotation the vortices stop shifting axially and become axially fixed (along the z-axis). That makes the axially unstable vortices the far more common event in the domain of tangential speeds for a finite rotating cylinder. The Literature Review (Chapter 1) answers the question if there is a lower limit on the tangential speed of rotation for the vortices first to appear. This is the main question answered by the Hämmerlin's 1955 paper. It will show that the vortices exist even for very low free stream velocity (Görtler number). The overview of Hämmerlin's breakthrough solution on the Görtler problem is covered exclusively in Chapter 1 since it is the most detailed theoretical work concerning the vortices (according to Görtler). Hämmerlin solves a system of coupled non-adjoint differential equations for the value of a common parameter. That parameter describes when the two coupled equations have a joint solution. The algorithm is by H. Wielandt from 1944 [7]. The algorithm gives the common parameter as a function of the other dimensionless number in the system, Eqs. 28, 29. The graph of the Görtler number as a function of the other dimensionless number is on Figure 9. The three curves on that figure result from different levels in the iteration algorithm. At the end Hämmerlin shows that the parameter does not take on a positive local minimum within the approximations that he used to simplify the original Navier-Stokes' equations. He also includes a section on why the parameter (Görtler number) cannot take on negative values. We then will use the air bubbles that incorporate in the water to visualize and record the action of the vortices under the surface. We will find experimentally that axially stable vortices exist for a given: cylinder curvature, tangential speed of rotation, and fill-volume fraction. There is a whole section in Chapter 3 on the gravitational effects, of the suspended pool of water over the boundary layer. This paper will link the vortices to a coriolis force that determines the shape of the flow front for low fill-volume fractions, Chapter 3. Hämmerlin's work for a flow over a concave wall is also valid for the case of an axially infinite cylinder, compare with Bottaro [16]. We will show experimentally that "Hygrocysts", or sheets of water originate from the down-wash regions. I want to thank Dr. Martin for his interest in the work and willingness to work with me

Deployment Model for Distributed Applications

Report published in the Proceedings of the National Conference on "Education and Research in the Information Society", Plovdiv, October, 2022This article reviews pros and cons of monolith and distributed architectures and points out potential problems when it comes to deployment of applications. It proposes a deployment model for distributed applications that will solve some of the most common problems and will provide an easy way to manage dependencies, configurations and authentication.Association for the Development of the Information Society, Institute of Mathematics and Informatics Bulgarian Academy of Sciences, Plovdiv University "Paisii Hilendarski

Metastatic colorectacal carcinoma, associated with pyogenic liver abscess

Introduction: A liver abscess represents capsulated purulent focus in the liver parenchyma, due to bacterial, fungal or parasite invasion. In the recent years their frequency rate related to malignant diseases has increased, including abscesses in liver metastases. Aim: We present four cases of metastatic colorectacal carcinoma, associated with pyogenic liver abscess, which were treated in the Second Department of Surgery, St. Marina University Hospital, Varna.Results:  We registered synchronous metastases and in two patients and the remaining two had metachronous metastases. The average age of our patients was 60 years (range 45-80). The patients were operated on and the following interventions were performed – in one - segmentectomy; in two - liver resection with right hemicolectomy; in one - incision, biopsy and drainage; and in one – percutaneous drainage. We established the following systemic complications: pleural effusion in one patient, in one – arrhythmia, subphrenic abscess – in two patients.  The bacterial strains showed K. pneumoniae  in one patient, two – sterile and in one S. epidermidis.Discussion:  In the recent years a lasting tendency of increasing of the frequency rate of malignant diseases of the GIT has been observed.  The liver abscesses complicating a malignant disease can be treated like an abscess due to benign pathology – via aspiration, drainage and antimicrobial therapy.  Surgical treatment is applied in larger (more than 5 cm) abscesses or with colorectal cancer. The prognosis in these cases is unfavorable due to the malignant diseases and the higher frequency rate of the septic complications