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    Hybrid Design of Recommender Systems

    , M.Sc. Thesis Sharif University of Technology Ahmadzadeh Asl, Ali (Author) ; Izadi, Mohammad (Supervisor)
    Abstract
    Nowadays recommender systems are one of the most important parts of big websites. These systems help users to find their intended items among enormous amounts of data. Traditionally, recommender systems are designed and implemented using different methods such as content based, collaborative and demographic filtering. Each of these methods had some problems that lead to emergence of a new kind of recommender systems called hybrid recommender systems. This kind of recommender systems try to combine the other methods and make them better. In this thesis, we have selected some previous recommender systems and then, we have made a new system by combining and reforming them. The resulted... 

    Transmission Radius Games on Wireless Networks

    , M.Sc. Thesis Sharif University of Technology Nafisi Asl, Hossein (Author) ; Abam, Mohammad Ali (Supervisor)
    Abstract
    With the daily increase in the volume of information and due to the growth and pervasiveness of wireless networks, the structures and the way of connection of intermediate nodes have become very important in terms of energy, communication speed and communication overhead. In this thesis, we examine the structure of directionless wireless networks assuming nodes are selfish. In these networks, nodes seek to minimize their costs while being required to access all nodes with limited path length. Due to the selfishness of nodes, we used game theory to analyze the structure and behavior of nodes by calculating the Nash equilibrium state and to compare these networks with networks that are managed... 

    Argument Against Germ-line Genetic Enhancement

    , M.Sc. Thesis Sharif University of Technology Ali Hassanzadeh Asl, Pouria (Author) ; Taghavi, Mostafa (Supervisor)
    Abstract
    In this dissertation, we will attempt a discussion of some ethical implications of genetic enhancement and present an argument against certain group of enhancements. We will demonstrate that this discussion requires a distinction between therapy and enhancement, therefore the arguments for and againt this distinction will be examined but it will be adopted in the end based on its merits. We will also show how genetic enhancement is a real possibility that will be available for consumers in the near future; and how probing the ethical issues surrounding the technology is quite necessary. We will then turn our focus to different theories of normative ethics and an examination of their merits... 

    Electrochemical behavior of S-doped nanostructured TiO2 layer synthesized with PEO process for photocatalytic applications

    , Article Advanced Materials Research ; Volume 829 , 2014 , Pages 487-491 ; ISSN: 10226680 ; ISBN: 9783037859070 Ahmadzadeh, M ; Ghorbani, M ; Sharif University of Technology
    2014
    Abstract
    Sulfur doped and pure micro-nanoporous TiO2 film were synthesized with PEO method to produce a film with a high surface area for photocatalysis applications. The effect of applied voltage and electrolyte concentration on the microstructure and photocatalytic properties of the prepared layer were investigated via SEM, XRD, EIS and DRS studies. Electrochemical Impedance Spectroscopy (EIS) was carried out in order to determine the corrosion and electrochemical properties of the produced layer. It was found that although the barrier layer resistance decreases with the voltage, the layers porosity and consequently the surface area increases. Finally the XRD and DRS spectrums were correlated with... 

    Electrochemical and Photocatalytic Behaviour of V&S Doped Titania Produced with Plasma Electrolytic Oxidation

    , M.Sc. Thesis Sharif University of Technology Ahmadzadeh, Mohammad (Author) ; Ghorbani, Mohammad (Supervisor)
    Abstract
    Plasma Electrolytic Oxidation is a new and promising method for synthesis of oxide layers and coatings on light metals such as titanium and aluminum. This method is a fast, easy and economicalway to produce TiO2 layers on Ti substrate. Photocatalytic properties of TiO2 can be improved with doping of other elements such as metals and non-metals by expanding its band gap which is in UV area of light spectrum in to visible area.Photocatalytic properties of TiO2 is also dependent on surface area and grain size, oxide layers which has been produced with PEO process has a high surface area due to its porosity. Voltage, electrolyte and additives concentration are among parameters which can affect... 

    A competitive inexact nonmonotone filter SQP method: convergence analysis and numerical results

    , Article Optimization Methods and Software ; 2021 ; 10556788 (ISSN) Ahmadzadeh, H ; Mahdavi Amiri, N ; Sharif University of Technology
    Taylor and Francis Ltd  2021
    Abstract
    We propose an inexact nonmonotone successive quadratic programming (SQP) algorithm for solving nonlinear programming problems with equality constraints and bounded variables. Regarding the value of the current feasibility violation and the minimum value of its linear approximation over a trust region, several scenarios are envisaged. In one scenario, a possible infeasible stationary point is detected. In other scenarios, the search direction is computed using an inexact (truncated) solution of a feasible strictly convex quadratic program (QP). The search direction is shown to be a descent direction for the objective function or the feasibility violation in the feasible or infeasible... 

    A new inexact nonmonotone filter sequential quadratic programming algorithm

    , Article 5th International Conference on Numerical Analysis and Optimization: Theory, Methods, Applications and Technology Transfer, NAOV 2020, 6 January 2020 through 9 January 2020 ; Volume 354 , 2021 , Pages 1-24 ; 21941009 (ISSN) ; 9783030720391 (ISBN) Ahmadzadeh, H ; Mahdavi Amiri, N ; Sharif University of Technology
    Springer  2021
    Abstract
    An inexact nonmonotone filter sequential quadratic programming algorithm is presented for solving general constrained nonlinear programming problems. At every iteration, a steering direction is computed as a minimizer of a linear model of the constraint violation over a trust region. A possible infeasible stationary point can be detected using the steering direction. If the current iterate is not an infeasible stationary point, a strongly convex feasible quadratic programming subproblem is defined to compute a search direction as an inexact solution satisfying some loose and achievable conditions. We prove that the search direction is a descent direction for the constraint violation or the... 

    A competitive inexact nonmonotone filter SQP method: convergence analysis and numerical results

    , Article Optimization Methods and Software ; 2021 ; 10556788 (ISSN) Ahmadzadeh, H ; Mahdavi Amiri, N ; Sharif University of Technology
    Taylor and Francis Ltd  2021
    Abstract
    We propose an inexact nonmonotone successive quadratic programming (SQP) algorithm for solving nonlinear programming problems with equality constraints and bounded variables. Regarding the value of the current feasibility violation and the minimum value of its linear approximation over a trust region, several scenarios are envisaged. In one scenario, a possible infeasible stationary point is detected. In other scenarios, the search direction is computed using an inexact (truncated) solution of a feasible strictly convex quadratic program (QP). The search direction is shown to be a descent direction for the objective function or the feasibility violation in the feasible or infeasible... 

    A new inexact nonmonotone filter sequential quadratic programming algorithm

    , Article 5th International Conference on Numerical Analysis and Optimization: Theory, Methods, Applications and Technology Transfer, NAOV 2020, 6 January 2020 through 9 January 2020 ; Volume 354 , 2021 , Pages 1-24 ; 21941009 (ISSN); 9783030720391 (ISBN) Ahmadzadeh, H ; Mahdavi Amiri, N ; Sharif University of Technology
    Springer  2021
    Abstract
    An inexact nonmonotone filter sequential quadratic programming algorithm is presented for solving general constrained nonlinear programming problems. At every iteration, a steering direction is computed as a minimizer of a linear model of the constraint violation over a trust region. A possible infeasible stationary point can be detected using the steering direction. If the current iterate is not an infeasible stationary point, a strongly convex feasible quadratic programming subproblem is defined to compute a search direction as an inexact solution satisfying some loose and achievable conditions. We prove that the search direction is a descent direction for the constraint violation or the... 

    A competitive inexact nonmonotone filter SQP method: convergence analysis and numerical results

    , Article Optimization Methods and Software ; Volume 37, Issue 4 , 2022 , Pages 1310-1343 ; 10556788 (ISSN) Ahmadzadeh, H ; Mahdavi Amiri, N ; Sharif University of Technology
    Taylor and Francis Ltd  2022
    Abstract
    We propose an inexact nonmonotone successive quadratic programming (SQP) algorithm for solving nonlinear programming problems with equality constraints and bounded variables. Regarding the value of the current feasibility violation and the minimum value of its linear approximation over a trust region, several scenarios are envisaged. In one scenario, a possible infeasible stationary point is detected. In other scenarios, the search direction is computed using an inexact (truncated) solution of a feasible strictly convex quadratic program (QP). The search direction is shown to be a descent direction for the objective function or the feasibility violation in the feasible or infeasible... 

    Fast and scalable quantum computing simulation on multi-core and many-core platforms

    , Article Quantum Information Processing ; Volume 22, Issue 5 , 2023 ; 15700755 (ISSN) Ahmadzadeh, A ; Sarbazi Azad, H ; Sharif University of Technology
    Springer  2023
    Abstract
    Quantum computing is an emerging and promising computational paradigm that provides substantial speedup for a variety of tasks such as integer factorization, database search, and machine learning. One of the quantum computation features is the possibility of developing quantum algorithms, which could be faster than algorithms developed for classic computers. However, we are still unable to fully realize a physical quantum computer and depend on traditional computers to simulate their behavior and test quantum algorithms. This is a source of complexity since one of the challenges to simulate quantum algorithms is the exponential memory requirement. In this work, we propose a method to... 

    Performance analysis and modeling for quantum computing simulation on distributed GPU platforms

    , Article Quantum Information Processing ; Volume 23, Issue 11 , 2024 ; 15700755 (ISSN) Ahmadzadeh, A ; Sarbazi Azad, H ; Sharif University of Technology
    2024
    Abstract
    Quantum computing holds great promise for accelerating computational tasks, but they are still not accessible. To fill this gap, quantum computing simulators have been widely used for the developing of quantum circuits and algorithms. Simulating quantum algorithms on classical computers also poses challenges due to the need for exponential memory and computational requirements. Many researchers attempted to address such challenges on different single-core, multi-core, and many-core systems, especially graphics processing units (GPUs). The diversity of CPU and GPU simulation of quantum circuits, including various CPU–GPU combinations and multiple parameters, including qubit size, memory... 

    Band-gap narrowing and electrochemical properties in N-doped and reduced anodic TiO2 nanotube arrays

    , Article Electrochimica Acta ; Volume 270 , 2018 , Pages 245-255 ; 00134686 (ISSN) Peighambardoust, N. S ; Khameneh Asl, S ; Mohammadpour, R ; Khameneh Asl, S ; Sharif University of Technology
    Elsevier Ltd  2018
    Abstract
    Electrochemical activity of TiO2 nanotube arrays (NTAs) is restricted by a wide band gap of TiO2. To overcome this restriction, we considered systematic research on two effective methods of doping of TiO2 NTAs such as the N-doping and electrochemical reductive doping and predicting the proper application of them. Band gap narrowing was occurred from 3.16 eV for undoped TiO2 NTAs to 2.9 and 2.7 eV at N-doped and self-doped TiO2 ones respectively. The electrochemical responses of the TiO2 NTAs before and after doping were examined by cyclic Voltammetry (CV) curve. To understand the electrochemical behavior of the undoped and doped TiO2 NTAs, electrochemical impedance spectroscopy (EIS) was... 

    Improved efficiency in front-side illuminated dye sensitized solar cells based on free-standing one-dimensional TiO2 nanotube array electrodes

    , Article Solar Energy ; Volume 184 , 2019 , Pages 115-126 ; 0038092X (ISSN) Peighambardoust, N. S ; Khameneh Asl, S ; Mohammadpour, R ; Khameneh Asl, S ; Sharif University of Technology
    Elsevier Ltd  2019
    Abstract
    Although morphological disorder of nanotube structure is further down than the nanoparticular electrode, its density of traps are the hindering effects in the charge transport. In this study, crack-free TiO2 nanotube membranes, which obtained through a re-anodizing process, are fixed on transparent fluorine–tin-oxide glass by applying a few drops of Titanium Isopropoxide without needing the TiO2 powder paste. Front-side illuminated dye sensitized solar cells fabricated by undoped, N-doped and blue TiO2 nanotube membranes are investigated. The electrical characteristics of TiO2 nanotube based dye sensitized solar cells are followed by theoretical analysis using simple one-diode model.... 

    Selective Video Encryption Using Spatial Information in H.265/HEVC Standard

    , M.Sc. Thesis Sharif University of Technology Ashrafi, Mohsen (Author) ; Hemmatyar, Ali Mohammad Afshin (Supervisor) ; Zargari Asl, Farzad (Co-Advisor)
    Abstract
    Video encryption algorithms have become an important field of research nowadays. As the increasing rate of employing videos in commerce and other visual applications , the security of video data is becoming more vital. A digital media can be transmitted easily in real time everywhere at any time due to the advanced development of communications, Internet and multimedia technology. As a result information availability has increased naturally with the introduction of mobile devices. However, this availability faces with the problem of maintaining the security of information that is transmitted in public channels.
    The new version of video coding standard that is... 

    Experimental Study of Effect of Capillary Pressure on Archie Parameters for one of Iranian Petroleum Rock

    , M.Sc. Thesis Sharif University of Technology Hasani Ahmadzadeh, Peyman (Author) ; Masihi, Mohsen (Supervisor)
    Abstract
    The most fundamental concept in considering electrical properties of reservoir rocks are formation Resistivity factor and Resistivity index which are defined by Archie and are useful in interpretation of well logging, evaluation of porosity and saturation. A theory on the relationship between formation resistivity factor and porosity, also resistivity index and saturation are presented by use of parameters Cementation factor and Saturation exponent. The Archie equation is valid only when the rock is strongly water-wet and clay free, which is not the case in carbonate rocks. Therefore the Archie equation cannot be generalized over the entire carbonate reservoirs. On the other hand influence... 

    Surface/interface effects on elastic behavior of a screw dislocation in an eccentric core-shell nanowire

    , Article International Journal of Solids and Structures ; Volume 49, Issue 13 , 2012 , Pages 1665-1675 ; 00207683 (ISSN) Ahmadzadeh Bakhshayesh, H ; Gutkin, M.Y ; Shodja, H. M ; Sharif University of Technology
    2012
    Abstract
    The elastic behavior of a screw dislocation which is positioned inside the shell domain of an eccentric core-shell nanowire is addressed with taking into account the surface/interface stress effect. The complex potential function method in combination with the conformal mapping function is applied to solve the governing non-classical equations. The dislocation stress field and the image force acting on the dislocation are studied in detail and compared with those obtained within the classical theory of elasticity. It is shown that near the free outer surface and the inner core-shell interface, the non-classical solution for the stress field considerably differs from the classical one, while... 

    Comprehensive reactive receiver modeling for diffusive molecular communication systems: reversible binding, molecule degradation, and finite number of receptors

    , Article IEEE Transactions on Nanobioscience ; Volume PP, Issue 99 , 2016 ; 15361241 (ISSN) Ahmadzadeh, A ; Arjmandi, H ; Burkovski, A ; Schober, R ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2016
    Abstract
    This paper studies the problem of receiver modeling in molecular communication systems. We consider the diffusive molecular communication channel between a transmitter nanomachine and a receiver nano-machine in a fluid environment. The information molecules released by the transmitter nano-machine into the environment can degrade in the channel via a first-order degradation reaction and those that reach the receiver nanomachine can participate in a reversible bimolecular reaction with receiver receptor proteins. Thereby, we distinguish between two scenarios. In the first scenario, we assume that the entire surface of the receiver is covered by receptor molecules. We derive a closed-form... 

    Studying the Interaction Between Dislocation Sandin Homogeneities in Nano-Scale, by Incorporating Surface Effect

    , M.Sc. Thesis Sharif University of Technology Ahmadzadeh Bakhshayesh, Hossein (Author) ; Mohammadi Shodja, Hossein (Supervisor)
    Abstract
    By considering the effect of surface/interface stress, classical problems of the interaction between dislocations and inhomogeneities are addressed. Especifically two distinct problems are solved, the first one is consisted of an edge dislocation located near an elliptical nano-inhomogeneity and the second one hasa screw dislocation laid in the core-shell nanowire. The stress field as well as the image force on the dislocation are calculated and discussed in detail. Results show that by decreasing the dimension of the problem to nano-scale, the differences between classical elasticity and surface approachincrease rapidly. By considering the effect of the surface/interface stress, new... 

    Fast and Scalable Quantum Circuit Simulation on Cluster of Multi-Core and Many-Core Platforms

    , Ph.D. Dissertation Sharif University of Technology Ahmadzadeh Chaghooshi, Armin (Author) ; Sarbazi Azad, Hamid (Supervisor)
    Abstract
    Quantum computing is an emerging and promising computational paradigm that pro- vides substantial speedup for important applications such as integer factorization, database search, and machine learning. Since practical quantum computers remain in their infancy, researchers must rely on classical machines to model quantum behav- ior and design algorithms—simulations that impose exponentially escalating demands on both memory and processing power. In this study, we propose a novel method for distributing the computation load (based on Dynamic Load Partitioning (DLP)) of the simulation among CPUs and GPUs in a hybrid computer system to reduce the required memory and computation time. Our...