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    Analysis of DNA Methylation in Single-cell Resolution Using Algorithmic Methods and Deep Neural Networks

    , M.Sc. Thesis Sharif University of Technology Rasti Ghamsari, Ozra (Author) ; Sharifi Zarchi, Ali (Supervisor)
    Abstract
    DNA methylation in one of the most important epigenetic variations, which causes significant variations in gene expressions of mammalians. Our current knowledge about DNA methylation is based on measurments from samples of bulk data which cause ambiguity in intracellular differences and analysis of rare cell samples. For this reason, the ability to measure DNA methylation in single-cells has the potential to play an important role in understanding many biological processes including embryonic developement, disease progression including cancer, aging, chromosome instability, X chromosome inactivation, cell differentiation and genes regulation. Recent technological advances have enabled... 

    Localization of Magnetic Catheter Tip Using an Array of Magnetic Sensors

    , M.Sc. Thesis Sharif University of Technology Sharifi Sadati, Ali (Author) ; Nejat Pishkenari, Hossein (Supervisor)
    Abstract
    Minimally invasive surgery is highly valued mainly due to the reduction of the patient’s recovery period. Catheters are among the most important tools in minimally invasive surgeries. Catheter is a flexible tool that has the ability to pass through difficult paths. In common localization methods, fluoroscopy is used to determine the position of the catheter’s tip. One main disadvantage of this method is that it is very dangerous for therapists who are exposed to X-ray radiation for long periods of time. A magnetic catheter is created by adding a magnet to the end of the catheter. The possibility of guiding magnetic catheter by an external magnetic field, controlling the applied force and... 

    Prediction of HLA-Peptide Binding using 3D Structural Features

    , M.Sc. Thesis Sharif University of Technology Bagh Golshani, Marjan (Author) ; Sharifi Zarchi, Ali (Supervisor)
    Abstract
    The human leukocyte antigen protein, commonly known as HLA, has the ability to present small protein fragments called peptides on the surface of cells, whether they originate from within the cell or externally. The binding of these peptides to HLA receptors is a crucial step that triggers an immune response. By estimating the affinity between peptides and HLA class I, we can identify novel antigens that have the potential to be targeted by cancer therapeutic vaccines. Computational methods that predict the binding affinity between peptides and HLA receptors have the potential to expedite the design process of cancer vaccines. Currently, most computational methods exclusively rely on... 

    Advances in tannic acid-incorporated biomaterials: Infection treatment, regenerative medicine, cancer therapy, and biosensing

    , Article Chemical Engineering Journal ; Volume 432 , 2022 ; 13858947 (ISSN) Bigham, A ; Rahimkhoei, V ; Abasian, P ; Delfi, M ; Naderi, J ; Ghomi, M ; Dabbagh Moghaddam, F ; Waqar, T ; Nuri Ertas, Y ; Sharifi, S ; Rabiee, N ; Ersoy, S ; Maleki, A ; Nazarzadeh Zare, E ; Sharifi, E ; Jabbari, E ; Makvandi, P ; Akbari, A ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Polyphenol-based materials have attracted wide-spread interest from academic and industrial communities because of their unique structure and physicochemical properties. Tannic acid (TA), as a polyphenolic phytochemical with high level of galloyl groups, interacts with various substances (proteins, polysaccharides, and metals) through several modes including hydrogen bonding, hydrophobic and electrostatic interactions. Such hybrid or hybrid-like systems allow the preparation of various advanced materials with promising applications in medicine. In this review, we highlight the recent advances of TA-incorporated materials in medical applications including drug delivery, tissue engineering,... 

    Evaluation of a Proposed Torsional TMD in Controlling the Seismic esponse of Asymmetric 3-D Steel Structural Models

    , M.Sc. Thesis Sharif University of Technology Pourakbar Sharifi, Naser (Author) ; Rahimzadeh Rofooei, Fayaz (Supervisor)
    Abstract
    This paper presents a new arrangement of Tuned Mass Dampers (TMDs) for response control of torsionally coupled 3-D building systems under bi-directional seismic inputs. In buildings with symmetric plan, two dampers, optimally designed, can be effectively used along each of the principal directions of the structural models to reduce their lateral displacement. The aim of this study is to explore the application of a torsional TMD to suppress the torsional response of the structures. The so-called Torsional TMD is consisted of two masses that are connected to each other by means of a rigid link. The pair of masses can rotate around the center point of the rigid link which is located on the... 

    Development of a Control Method for Realizing Flexible Motion in Medical Robots

    , M.Sc. Thesis Sharif University of Technology Sharifi, Mojtaba (Author) ; Vossoughi, Gholamreza (Supervisor) ; Behzadipour, Saeed (Supervisor)
    Abstract
    The main purpose of this project is to propose a control method for medical robots (such as rehabilitation and surgical robots), such that they can be moved conveniently by the users’s hand while he senses a controllable resistance. For that purpose, a Model Reference Adaptive Impedance Control method is developed for controlling the robot end-effector impedance in Cartesian coordinates. The proposed nonlinear controller and the desired impedance model are presented in Cartesian coordinates of the robot end-effector which is sensible for the human user. The adaptation law is derived and a corresponding Lyapunov stability is provided to prove the asymptotic tracking of the impedance model. By... 

    Fabrication of Plasmonic Structures and Investigation of the Effect of Surface Plasmon Resonance on Dye Sensitized Solar Cell

    , Ph.D. Dissertation Sharif University of Technology Sharifi, Nafiseh (Author) ; Irajizad, Azam (Supervisor)
    Abstract
    Dye-sensitized solar cells (DSCs) are third generation of solar cells, which composed of a porous layer of wide band gap semiconductor such as TiO2, covered with a molecular dye that absorbs sunlight, and a counter electrode contacted by a liquid redox electrolyte. Photovoltaic performance is the collective measure of light harvesting, charge separation and charge collection efficiencies. Light harvesting has a significant role in improvement of photovoltaic performance. Molecular engineering of dyes to improve absorption spectrum or to have a broad absorption spectrum,andlight scattering layes are approaches for this porpuse. This research is focused on photon management in DSCs using... 

    A precise solution for prediction of fiber-reinforced concrete behavior under flexure

    , Article Journal of Zhejiang University: Science A ; Volume 12, Issue 7 , 2011 , Pages 495-502 ; 1673565X (ISSN) Ahmadi, R ; Ghoddousi, P ; Sharifi, M ; Bahreh, V. M ; Sharif University of Technology
    2011
    Abstract
    This paper presents a precise solution to predict the behavior of steel fiber reinforced concrete (SFRC) under the four point bending test (FPBT). All the force components at the beam section (before and after cracking) are formulated by applying these assumptions: a realistic stress-strain model is used for concrete behavior in compression, a linear response is considered for the uncracked tension region in a concrete constitutive model, and an exponential relationship is proposed as a stress-crack opening in the crack region which requires two parameters. Then the moment capacity of the critical cracked section is calculated by using these forces and satisfying equilibrium law at the... 

    Freestanding light scattering hollow silver spheres prepared by a facile sacrificial templating method and their application in dye-sensitized solar cells

    , Article Journal of Power Sources ; Volume 225 , 2013 , Pages 46-50 ; 03787753 (ISSN) Sharifi, N ; Dadgostar, S ; Taghavinia, N ; Iraji Zad, A ; Sharif University of Technology
    2013
    Abstract
    Hollow silver microspheres are synthesized in an easy and environmentally friendly process by a sacrificial templating method. Carbonaceous microspheres (CMSs) are used as hard templates, which have been synthesized previously by a hydrothermal carbonization process. Hollow silver spheres (HSSs) are synthesized by thermal removal of the core carbon component. The thickness of shell could be controlled by the concentration of precursors. Depending on the thickness, uniform or discontinuous shells are formed. The spheres are coated with SiO 2, and then added into the electrolyte of a dye solar cell. The enhancement of 50% is achieved in short-circuit current density (JSC) due to the scattering... 

    Numerical modeling of ureagenesis in a microfluidic channel mimicking a liver lobule

    , Article 2015 22nd Iranian Conference on Biomedical Engineering, ICBME 2015, 25 November 2015 through 28 November 2015 ; 2015 , Pages 54-59 ; 9781467393515 (ISBN) Sharifi, F ; Firoozabadi, B ; Saidi, M. S ; Firoozbakhsh, K ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    Ammonia detoxification is one of the main functions of the liver results in production of urea. In this study ammonia elimination and urea production was simulated in a microchannel mimicking the hepatic porto central axis. Navier- Stockes equations along with convection equations were solved for the related species in the entire domain. Since the Reynolds number was small (~1) the fluid flow regime was laminar. Urea cycle was modeled regarding its four main enzymes. Twelve rate equations were also solved in order to obtain the concentration of each metabolites participating in urea cycle. Concentration of the urea reached its maximum ca. 1.2e-5 M at the end of the channel which is in good... 

    Control of malaria outbreak using a non-linear robust strategy with adaptive gains

    , Article IET Control Theory and Applications ; Volume 13, Issue 14 , 2019 , Pages 2308-2317 ; 17518644 (ISSN) Rajaei, A ; Vahidi Moghaddam, A ; Chizfahm, A ; Sharifi, M ; Sharif University of Technology
    Institution of Engineering and Technology  2019
    Abstract
    The aim of this study is to develop a non-linear robust controller with adaptive gains in order to prevent malaria epidemic as a positive system with an uncertain model. The malaria outbreak is modelled by seven non-linear coupled differential equations for the population variables: susceptible, exposed, symptomatic infected and recovered humans and the susceptible, exposed and infected mosquitoes. The non-linear robust adaptive integral-sliding-mode controller is developed in order to appropriately adjust the use of treated bednets, treatment rate of infected individuals and the use of insecticide spray to control malaria epidemic. Accordingly, the numbers of exposed and infected humans and... 

    DeePathology: Deep multi-task learning for inferring molecular pathology from cancer transcriptome

    , Article Scientific Reports ; Volume 9, Issue 1 , 2019 ; 20452322 (ISSN) Azarkhalili, B ; Saberi, A ; Chitsaz, H ; Sharifi Zarchi, A ; Sharif University of Technology
    Nature Publishing Group  2019
    Abstract
    Despite great advances, molecular cancer pathology is often limited to the use of a small number of biomarkers rather than the whole transcriptome, partly due to computational challenges. Here, we introduce a novel architecture of Deep Neural Networks (DNNs) that is capable of simultaneous inference of various properties of biological samples, through multi-task and transfer learning. It encodes the whole transcription profile into a strikingly low-dimensional latent vector of size 8, and then recovers mRNA and miRNA expression profiles, tissue and disease type from this vector. This latent space is significantly better than the original gene expression profiles for discriminating samples... 

    A numerical model for predicting hepatocytes ureagenesis and its related inborn enzyme deficiencies: case studies

    , Article Scientia Iranica ; Volume 26, Issue 1B , 2019 , Pages 408-420 ; 10263098 (ISSN) Sharifi, F ; Firoozabadi, B ; Saidi, M. S ; Firoozbakhsh, K ; Sharif University of Technology
    Sharif University of Technology  2019
    Abstract
    One important functionality of liver cells is ammonia detoxification and urea production. In this study, a numerical model of the urea cycle in hepatocytes was developed. Navier Stokes and convection equations were employed to study the process of ammonia elimination and urea production using a microfluidic channel. The concentration of urea and ammonia throughout the channel was obtained. Furthermore, the urea cycle was modelled with respect to its four main enzymes. This resulted in twelve rate equations that were solved to determine the concentration of each metabolite participating in the urea cycle. Application of results implied common disorders such as hyperammonemia types I and II... 

    A numerical model for predicting hepatocytes ureagenesis and its related inborn enzyme deficiencies: Case studies

    , Article Scientia Iranica ; Volume 26, Issue 1B , 2019 , Pages 408-420 ; 10263098 (ISSN) Sharifi, F ; Firoozabadi, B ; Saidi, M. S ; Firoozbakhsh, K ; Sharif University of Technology
    Sharif University of Technology  2019
    Abstract
    One important functionality of liver cells is ammonia detoxification and urea production. In this study, a numerical model of the urea cycle in hepatocytes was developed. Navier Stokes and convection equations were employed to study the process of ammonia elimination and urea production using a microfluidic channel. The concentration of urea and ammonia throughout the channel was obtained. Furthermore, the urea cycle was modelled with respect to its four main enzymes. This resulted in twelve rate equations that were solved to determine the concentration of each metabolite participating in the urea cycle. Application of results implied common disorders such as hyperammonemia types I and II... 

    The impact of demand response programs on UPFC placement

    , Article Turkish Journal of Electrical Engineering and Computer Sciences ; Volume 27, Issue 6 , 2019 , Pages 4624-4639 ; 13000632 (ISSN) Sharifi Nasab Anari, A ; Ehsan, M ; Fotuhi Firuzabad, M ; Sharif University of Technology
    Turkiye Klinikleri  2019
    Abstract
    Demand response (DR) and flexible AC transmission system (FACTS) devices can be effectively used for congestion management in power transmission systems. However, demand response program (DRP) implementation can itself affect the optimum location of FACTS devices, which is one of the main issues in power system planning. This paper investigates the impact of DRPs on unified power flow controller (UPFC) placement. The harmony search algorithm is employed to determine the optimum locations and parameter setting of UPFC in a long-term framework. The optimization problem is solved with different objectives including generation and congestion cost reduction, as well as loss reduction. In this... 

    Determination and prioritization of criteria to design urban energy resilience conceptual model (Part 1)

    , Article International Journal of Environmental Science and Technology ; Volume 19, Issue 5 , 2022 , Pages 3593-3606 ; 17351472 (ISSN) Mohaghegh Zahed, L ; Abbaspour, M ; Ghodoosi, J ; Sharifi, A ; Sharif University of Technology
    Springer Science and Business Media Deutschland GmbH  2022
    Abstract
    Nowadays, around 70% percent of global energy usage is consumed in urban areas. Undoubtedly, this figure will increase in coming decades due to population rise. As a result, energy resiliency can be considered as an important issue in urban context. Resilience of energy supply in urban areas can be categorized in two approaches, short-term and long-term. Short-term applies to cope with threats such as earthquakes and floods, and long-term applies to deal with impacts of climate change on global warming. In this study, literature review was applied to design questionnaire for expert survey, followed by Fuzzy analytic hierarchy process method to categorize 34 sub-criteria divided under four... 

    3D-Printed Sugar-Based Stents Facilitating Vascular Anastomosis

    , Article Advanced Healthcare Materials ; 2018 ; 21922640 (ISSN) Farzin, A ; Miri, A. K ; Sharifi, F ; Faramarzi, N ; Jaberi, A ; Mostafavi, A ; Solorzano, R ; Zhang, Y. S ; Annabi, N ; Khademhosseini, A ; Tamayol, A ; Sharif University of Technology
    Wiley-VCH Verlag  2018
    Abstract
    Microvascular anastomosis is a common part of many reconstructive and transplant surgical procedures. While venous anastomosis can be achieved using microvascular anastomotic coupling devices, surgical suturing is the main method for arterial anastomosis. Suture-based microanastomosis is time-consuming and challenging. Here, dissolvable sugar-based stents are fabricated as an assistive tool for facilitating surgical anastomosis. The nonbrittle sugar-based stent holds the vessels together during the procedure and are dissolved upon the restoration of the blood flow. The incorporation of sodium citrate minimizes the chance of thrombosis. The dissolution rate and the mechanical properties of... 

    Analysis of Synchronization Schemes in OFDM-Based Cellular Cooperative Networks

    , M.Sc. Thesis Sharif University of Technology Sharifi, Shahrouz (Author) ; Hossein Khalaj, Babak (Supervisor) ; Behrouzi, Hamid (Co-Advisor)
    Abstract
    In this thesis, the impact of both time offsets (TOs) and carrier frequency offsets (CFOs) on the average output signal-to-interference-plus-noise ratio (SINR) of OFDM systems is investigated with a novel and simple approach. First, TOs are partitioned into five cases based on how they occur. Then the mathematical models for different cases are derived. Considering CFOs and benefiting from the obtained models, closed-form expression for the SINR in each case is derived. It is proved that, SINR is independent of the observed subcarrier for the given TO and CFO. Besides, it is shown that the performance of the affected system deteriorates rapidly as the number of subcarriers increases. It is... 

    Dynamic routing of data stream tuples among parallel query plan running on multi-core processors

    , Article Distributed and Parallel Databases ; Volume 30, Issue 2 , April , 2012 , Pages 145-176 ; 09268782 (ISSN) Safaei, A. A ; Sharifrazavian, A ; Sharifi, M ; Haghjoo, M. S ; Sharif University of Technology
    2012
    Abstract
    In this paper, a method for fast processing of data stream tuples in parallel execution of continuous queries over a multiprocessing environment is proposed. A copy of the query plan is assigned to each of processing units in the multiprocessing environment. Dynamic and continuous routing of input data stream tuples among the graph constructed by these copies (called the QueryMega Graph) for each input tuple determines that, after getting processed by each processing unit (e.g., processor), to which next processor it should be forwarded. Selection of the proper next processor is performed such that the destination processor imposes the minimum tuple latency to the corresponding tuple, among... 

    An efficient memory-based electromagnetism-like mechanism for the redundancy allocation problem

    , Article Applied Soft Computing Journal ; Volume 38 , 2016 , Pages 423-436 ; 15684946 (ISSN) Teimouri, M ; Zaretalab, A ; Niaki, S. T. A ; Sharifi, M ; Sharif University of Technology
    Elsevier Ltd  2016
    Abstract
    Meta-heuristic algorithms have been successfully applied to solve the redundancy allocation problem in recent years. Among these algorithms, the electromagnetism-like mechanism (EM) is a powerful population-based algorithm designed for continuous decision spaces. This paper presents an efficient memory-based electromagnetism-like mechanism called MBEM to solve the redundancy allocation problem. The proposed algorithm employs a memory matrix in local search to save the features of good solutions and feed it back to the algorithm. This would make the search process more efficient. To verify the good performance of MBEM, various test problems, especially the 33 well-known benchmark instances in...