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    Distributed Cache Management Using Reinforcement Learning based Strategies

    , M.Sc. Thesis Sharif University of Technology Yousefi Ramandi, Amir Hossein (Author) ; Mir Mohseni, Mahtab (Supervisor) ; Maddah Ali, Mohammad Ali (Supervisor)
    Abstract
    Nowadays, video on demand causes a drastic increase in network traffic that it is expected that network traffic surpasses 45 exabytes per month until 2022; consequently, utilizing distributed memories known as caches across the network to alleviate the communication load during peak hours is inevitable. Coded caching is a promising approach to mitigate and smooth traffic during peak hours in the communication network in a way that it creates coded multicasting opportunities in addition to delivering content to users locally. However, it suffers from imposed delay resulting from coding that makes this approach infeasible for delay-sensitive contents, namely video streaming applications. So... 

    Determination of Suitable Parameters for Design of Nozzle & Diffuser of Surface Jet Pump for Transmission of Low-Pressure Oil Through High- Ressure Oil

    , M.Sc. Thesis Sharif University of Technology Mohseni, Ali (Author) ; Arghavani Hadi, Jamal (Supervisor) ; Hakkaki Fard, Ali (Co-Supervisor)
    Abstract
    Surface Jet Pump (ejector) is one of the most widely used equipment in the industry, which can be used in the oil and gas industry, propulsion and refrigeration systems. One of the uses of surface jet pumps in the oil and gas industry is the use of high-pressure wells to transfar low-pressure wells. The purpose of this research is to measure the transmission feasibility of low-pressure wells using surface jet pumps and optimize surface jet pump geometry. The purpose of optimizing the geometry of the surface jet pump is to maximize the ratio of the discharge rate from the low-pressure well to the high-pressure flow (entranment ratio). One of the most common methods for optimizing the... 

    Studying the Effect of Zirconia & GNP on Mechanical, Tribological & Biological Properties of UHMWPE-HAp Nanocomposites used in Total Hip Joint Replacement

    , M.Sc. Thesis Sharif University of Technology Mohseni Taromsari, Sara (Author) ; Bagheri, Reza (Supervisor) ; Faghihi Sani, Mohammad Ali (Supervisor)
    Abstract
    Medical engineering advances in total joint replacements and society’s rising demand for long lasting materials, have proven it essential to manufacture materials that are more similar to the original tissue in the fields of mechanical, tribological and biological properties. Ultra High Molecular Weight Polyethylene(UHMWPE), is a polymer widely used in arthroplasty applications due to its biocompatibility, chemical stability and proper mechanical properties. In this study, UHMWPE-HAp nanocomposites reinforced with Zirconia and Graphene were manufactured aiming to reach a structure that is more compatible with bone tissue and also to improve overall properties. First, using ultrasonication... 

    Affecting on Brain Activation by Transcranial Direct Current Stimulation

    , M.Sc. Thesis Sharif University of Technology Mohseni Salehi Monfared, Sadegh (Author) ; Vosoughi Vahdat, Bijan (Supervisor) ; Oghabian, Mohammad Ali (Co-Advisor)
    Abstract
    Transcranial direct current stimulation (tDCS) over the different brain regions has been documented in clinical and laboratory experiments. Anodal tDCS on the dorsolateral prefrontal cortex (DLPFC) has shown promising effects in enhancing cognition. Furthermore, such stimulations have been proposed in treatment of several neurological and psychological disorders. Investigations have verified the positive effect of such stimulations on drug addicts by diminishing their drug craving after stimulation. In spite of the extended research in this field, the effect of tDCS on different brain region and brain networks has yet not been studied through computational models. In this study, we evaluated... 

    Tensor-based face representation and recognition using multi-linear subspace analysis

    , Article 2009 14th International CSI Computer Conference, CSICC 2009, 20 October 2009 through 21 October 2009, Tehran ; 2009 , Pages 658-663 ; 9781424442621 (ISBN) Mohseni, H ; Kasaei, S ; Sharif University of Technology
    2009
    Abstract
    Discriminative subspace analysis is a popular approach for a variety of applications. There is a growing interest in subspace learning techniques for face recognition. Principal component analysis (PCA) and eigenfaces are two important subspace analysis methods have been widely applied in a variety of areas. However, the excessive dimension of data space often causes the curse of dimensionality dilemma, expensive computational cost, and sometimes the singularity problem. In this paper, a new supervised discriminative subspace analysis is presented by encoding face image as a high order general tensor. As face space can be considered as a nonlinear submanifold embedded in the tensor space, a... 

    Fault diagnosis in robot manipulators in presence of modeling uncertainty and sensor noise

    , Article Proceedings of the IEEE International Conference on Control Applications, 8 July 2009 through 10 July 2009, Saint Petersburg ; 2009 , Pages 1750-1755 ; 9781424446025 (ISBN) Mohseni, S ; Namvar, M ; Sharif University of Technology
    2009
    Abstract
    In this paper, we introduce a new approach to fault detection and isolation for robot manipulators. Our technique is based on using a new simplified Euler-Lagrange (EL) equation that reduces complexity of the proposed fault detection method. The proposed approach isolates the faults and is capable of handling the uncertainty in manipulator gravity vector. It is shown that the effect of uncalibrated torque sensor measurement is asymptotically rejected in the detection process. A simulation example is presented to illustrate the results. © 2009 IEEE  

    Automatic localization of cephalometric landmarks

    , Article ISSPIT 2007 - 2007 IEEE International Symposium on Signal Processing and Information Technology, Cairo, 15 December 2007 through 18 December 2007 ; 2007 , Pages 396-401 ; 9781424418350 (ISBN) Mohseni, H ; Kasaei, S ; Sharif University of Technology
    2007
    Abstract
    Cephalometric analysis has an important role in diagnosis and treatment of dental disharmonies. In this paper, we propose an efficient, fast, and automatic method to localize cephalometric landmarks on digitized x-ray images. The proposed algorithm uses the information of the marked landmarks on a reference normal cephalometry image as the prior knowledge. In the first step of the proposed method, the image is automatically divided into several regions and three main control points are located on it. These are then matched to their corresponding points on the reference image to form an affine transform matrix that describes how other points on the reference image should be mapped to the... 

    Higgs in nilpotent supergravity: vacuum energy and festina lente

    , Article Physics Letters, Section B: Nuclear, Elementary Particle and High-Energy Physics ; Volume 844 , 2023 ; 03702693 (ISSN) Mohseni, A ; Torabian, M ; Sharif University of Technology
    Elsevier B.V  2023
    Abstract
    In this note we study supergravity models with constrained superfields. We construct a supergravity framework in which all (super)symmetry breaking dynamics happen in vacuum with naturally (or otherwise asymptotically) vanishing energy. Supersymmetry is generically broken in multiple sectors each of them is parametrized by a nilpotent goldstino superfield. Dynamical fields (the Higgs, inflaton, etc) below the supersymmetry breaking scale are constrained superfields of various types. In this framework, there is a dominant supersymmetry breaking sector which uplifts the potential to zero value. Other sources of supersymmetry breaking have (asymptotically) vanishing contribution to vacuum... 

    Role of Spirit in the Formation of Knowledge in Terms of Transcendent Wisdom

    , M.Sc. Thesis Sharif University of Technology Mohseni, Hossein (Author) ; Hosseini, Hassan (Supervisor)
    Abstract
    One of issues of human in this time is questions about epistemology. Human sometimes faced with this qustion that "Is it any knowledge for human being". Sometime he or she answers this question: yes and search for any knowledge around him or her. In the context of philosophy of science these question are very imortant. In philosophy of science one of major question is how many of factors in science is subjective and how many is objective? It is obvious that one of solution to answer this question is investigation of factors that construct the knowledege. Furthermore in this thesis I try to answer that question in context of Hikmat' Motealieh. In this context all of factors that involved in... 

    Robust Optimization for Simulated Systems Using Risk Management and Kriging

    , M.Sc. Thesis Sharif University of Technology Mohseni, Ali (Author) ; Mahlooji, Hashem (Supervisor)
    Abstract
    Many simulation optimization problems are defined in random settings and their inputs have uncertainty. Therefore, in defining an optimal solution for these problems, uncertainties should be taken into account. The primary way of dealing with this , is Robust Optimization which finds solution immune to these changing settings. Aiming at finding a new approach for simulation optimization problems, this study investigates these uncertainties and robust methods. In the optimization problem, the goal and constraints are considered with separate risk measures and a related problem is defined as follows: Minimizing the weighted sum of all risks subject to the problem constraints. To solve the... 

    Investigation of Highly Concentrated Phenolic Wastewater Treatment in a Membrane Biological Reactor (MBR), and Evaluation of Furfural upon Phenol Biodegradation by an Acclimated Activated Sludge

    , M.Sc. Thesis Sharif University of Technology Mohseni, Mojtaba (Author) ; Borghei, Mehdi (Supervisor)
    Abstract
    Phenolic compounds are hazardous pollutants that are released into environment through wastewater discharges from variety of industries. Although good biodegradability has been reported at low concentrations, but at higher concentrations phenols are known to be antibacterial. In this study the Membrane Biological Reactor (MBR) with submerged hallow fiber membrane was operated at 25±2 ºC and pH=7.5±0.5 to treat a synthetic wastewater containing high phenol concentration (up to 5.9 g/l). Removal efficiency of phenol and COD were evaluated at four various “Hydraulic Retention Times” (HRT) of 24, 12, 8 and 4 hours. To test the tolerance of the bioreactor to phenol concentration various loading... 

    Designing and Implementing a Cluster-based Energy-aware Routing Algorithm for Wireless Sensor Network

    , M.Sc. Thesis Sharif University of Technology Mohseni, Mina (Author) ; Miremadi, Ghasem (Supervisor)
    Abstract
    Wireless Sensor Networks (WSNs) consist of sensor nodes that are connected to each other and are widely used in many applications to acquire and process information. WSN nodes are battery powered, therefore energy management is a key factor for long live network. Node radio transceiver unit uses the most part of energy resource of the node and as a result limits the network lifetime. One way to prolong lifetime of network is to utilize routing protocols to manage energy consumption. To have an energy efficient protocol, we can apply cluster organization on the network, where sensor nodes are partitioned into groups called cluster. Then, the whole cluster data is sent through Cluster Head... 

    Radiative Mass Correction in Supersymmetric Field Theories and its Implications for Supersymmetry Phenomenology

    , M.Sc. Thesis Sharif University of Technology Mohseni, Amineh (Author) ; Torabian, Mahdi (Supervisor)
    Abstract
    During years, supersymmetry has been a candidate for resolution of Higgs mass fine-tuning problem that is quadratic dependence of scalar mass radiative correction to UV-physics. So, supersymmetry phenomenology is of great importance. As accelerators have reached energy of 13 TeV in recent years and sparticles have not yet been observed, it is important to have a theory in hand, describing SUSY breaking dynamics with scale of SUSY breaking above the energies currently accessible to accelerators. As a result of mass-sum-rule constraint which holds in theories with spontaneous SUSY breaking at tree level and leads to light sparticles and even tachyonic directions, there are currently no... 

    Human Whole-Body Static 3D Posture Prediction in One- and Two-Handed Lifting Tasks from Different Load Positions using Machine Learning

    , M.Sc. Thesis Sharif University of Technology Mohseni, Mahdi (Author) ; Arjmand, Navid (Supervisor)
    Abstract
    Biomechanical models require body posture to evaluate the risk of musculoskeletal injuries during daily/occupational activities like manual material handling (MMH). The procedure to measure body posture via motion-analysis techniques is complex, time-consuming, and limited to equipped laboratories. This study aims to develop an easy-to-use yet accurate model that predict human whole-body static posture (3D body coordinates and anatomical joint angles) during different MMH activities. Twenty healthy male right-handed individuals with body mass index between 18 and 26 performed 204 symmetric and asymmetric MMH activities. Each person reached (i.e., without any load in hands) the destinations... 

    Topology optimization for manufacturability of Additive Manufacturing based on Deep Learning and Generative Adversarial Network

    , M.Sc. Thesis Sharif University of Technology Mohseni, Maedeh (Author) ; Khodaygan, Saeed (Supervisor)
    Abstract
    In recent years, Additive Manufacturing has been extensively used by various industries. These manufacturing processes produce components in a layer-by-layer manner; therefore, they do not impose any geometric constrains to engineers and provide designers with the freedom to design components. Nowadays, one of the primary goals of all industries is to utilize as few raw materials as possible; this way they can deal with the shortage of raw materials and improve their efficiency. Consequently, they implement topology optimization algorithms to design and produce their components. However, topology optimization algorithms result in complicated geometries that can only be fabricated by AM.... 

    Swampland Conjectures and Their Implications for Cosmology and Particle Phenomenology

    , Ph.D. Dissertation Sharif University of Technology Mohseni, Amineh (Author) ; Torabian, Mahdi (Supervisor)
    Abstract
    Effective theories compatible with quantum gravity have their specific features. These features are formulated within the framework of the Swampland program, in the form of Swampland conjectures. In this dissertation, we first briefly review some of the Swampland conjectures, their motivations, and implications. We then elaborate on our research aimed at better understanding these conjectures, and using them to gain a deeper insight into the properties of the universe. We proposed a bottom-up supergravity framework with string-inspired elements where the Higgs expectation value and the cosmological constant are correlated. In this paper, we studied the Higgs dynamics in nilpotent... 

    Life Cycle Assessment of the Integrated System of Anaerobic Digester and Solid Oxide Fuel Cell With Carbon Dioxide Absorption Approach for Organic Fraction of Municipal Solid Waste Treatment

    , M.Sc. Thesis Sharif University of Technology Mohseni, Zahra (Author) ; Avami, Akram (Supervisor)
    Abstract
    Environmental pollution caused by human activities and advanced industrialization is an important problem in the modern era due to its toxic and adverse effects on the ecosystem and human health. Municipal solid waste, including food waste, is expected to increase due to increased urbanization, economic development, and population growth, while their bioconversion into value-added products can address this problem by reducing waste as well as minimizing dependence on fossil fuels and turn it into an opportunity. In this thesis, an integrated system is designed in which the organic fraction of municipal solid waste is converted into biogas through anaerobic digestion process, and after... 

    Design a Management Process of Special Wastes using Supercritical Water Considering Life Cycle Analysis

    , M.Sc. Thesis Sharif University of Technology Mohseni, Zeinab (Author) ; Avami, Akram (Supervisor)
    Abstract
    Oil sludge is the most important waste of the oil industry, which, due to its production, needs to be treated and managed properly. In this research, an integrated process of its gasification in supercritical water environment and Allam cycle is proposed. Then, the necessary investigations are done to purify the syngas to produce clean syngas with hydrogen of more than 40%. This plant is compared with an integrated gasification system and gas turbine in the second scenario. The life cycle analysis of these processes is examined from both environmental and economic aspects. The results show that by using the integrated process of synthesis gas and electricity production, from 841.875 kg/h of... 

    Highly conductive self-electrical stimuli core-shell conduit based on PVDF-chitosan–gelatin filled with in-situ gellan gum as a possible candidate for nerve regeneration: a rheological, electrical, and structural study

    , Article Applied Nanoscience (Switzerland) ; Volume 11, Issue 8 , 2021 , Pages 2199-2213 ; 21905509 (ISSN) Mohseni, M ; Ramazani Saadatabadi, A ; Sharif University of Technology
    Springer Science and Business Media Deutschland GmbH  2021
    Abstract
    In the context of peripheral nerve injuries treatment, self-electrical stimuli nerve guidance conduit is a promising technique. To fabricate such structures, PVDF-chitosan–gelatin was considered for the outside walls of conduit and gellan gum containing conductive polyaniline-graphene (PAG) nanocomposite particles in the middle. PVDF-chitosan–gelatin nanofibers were prepared using the dual-electrospinning method and highly conductive binary-doped polyaniline-graphene was synthesized by chemical oxidative polymerization in the presence of aniline and sodium dodecyl sulfate. The morphology and chemical structure of nanofibers and PAG were characterized using SEM and FTIR analyses. The... 

    Temperature control of styrene bulk polymerization in a tubular reactor

    , Article CHISA 2006 - 17th International Congress of Chemical and Process Engineering, Prague, 27 August 2006 through 31 August 2006 ; 2006 ; 8086059456 (ISBN); 9788086059457 (ISBN) Ghafoor Mohseni, P ; Shahrokhi, M ; Sharif University of Technology
    2006
    Abstract
    Due to advantages of tubular polymerization reactors, a tubular reactor was used as the postpolymerizer for thermal bulk polymerization of styrene. By solving the mathematical model, static and dynamic simulations were carried out to study the reactor's behavior. In order to have a desired product regarding the monomer conversion and polydispersity at the reactor outlet, a specific temperature profile must be kept along the reactor's length. Based on the desired profile and using the system model, a trajectory for the jacket temperature was obtained. To apply the desired jacket temperature, the jacket is divided into three zones. The set-point of each zone has been obtained by discretizing...