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    A Neural Network Model Considering Travel Flow Stability and Graph Features of the Network for Origin-Destination Matrix Prediction under Limited Data Conditions

    , M.Sc. Thesis Sharif University of Technology Alitabar Malekshah, Reza (Author) ; Amini, Zahra (Supervisor)
    Abstract
    The origin-destination (OD) matrix is a fundamental component in urban transportation modeling and planning, representing the volume of trips between different zones within a city. Accurately estimating the OD matrix plays a critical role in travel demand analysis and traffic management systems. The gravity model is one of the most commonly used methods for OD matrix estimation. This study aims to use location information of urban zones, including trip production and attraction rates—key inputs of the gravity model—and proposes an alternative method to estimate the OD matrix using a Neural Network model. The proposed Neural Network model is compared with the gravity model in terms of... 

    Effect of sodium carbonate as an additive on the morphology and photocatalytic activity of TiO2 nanotubes

    , Article Materials Research Bulletin ; Volume 95 , 2017 , Pages 169-176 ; 00255408 (ISSN) Alitabar, M ; Yoozbashizadeh, H ; Sharif University of Technology
    Elsevier Ltd  2017
    Abstract
    The major purpose of this research is increasing the photocatalytic activity of TiO2 nanotube arrays by doping with sodium and carbon for using in water splitting as photoanode. The synthesized TiO2 nanotubes (TNA) were characterized using FESEM (Field Emission Scanning Electron Microscope), XRD (X-ray Diffraction), DRS (Diffraction Reflection Spectroscopy) and XPS test (X-ray Photoelectron Spectroscopy) analyses. The results of FTIR and XPS confirmed the presence of sodium and carbon in the lattice of TNA as dopants. Moreover, the DRS test showed the decrease in the band gap energy of TNA from 3.20 to ∼2.88 eV; uv-visible test exhibited extension in the absorption edge of pure TiO2... 

    Study on the morphology and photocatalytic activity of TiO2 nanotube arrays produced by anodizing in organic electrolyte with Ni, Na, and C as dopants

    , Article Journal of Solid State Electrochemistry ; Volume 22, Issue 12 , 2018 , Pages 3883-3893 ; 14328488 (ISSN) Alitabar, M ; Yoozbashizadeh, H ; Sharif University of Technology
    2018
    Abstract
    The main purpose of this research work is to investigate the effect of nickel as metal dopant on the morphology and photocatalytic activity of TiO2 nanotube arrays synthesized in the organic electrolyte by anodizing process containing sodium carbonate as an additive (TNAS). In order to characterize the synthesized nanotubes, various analyses such as FESEM, XRD, FTIR, XPS, DRS, and EIS were applied. The results of XPS and FTIR tests evaluate the participation of sodium (Na), nickel (Ni), and carbon (C) in the lattice of nanotubes as dopants. According to the DRS and UV-visible tests results, the band gap energy of TiO2 nanotube arrays decreases from 3.20 to ~ 2.64 eV as well as the absorption... 

    Improving the visible light photoelectrochemical activity of synthesized TiO2 nanotube arrays in an organic electrolyte containing sodium carbonate with doping by copper: Via single-step anodization

    , Article New Journal of Chemistry ; Volume 41, Issue 19 , 2017 , Pages 10723-10730 ; 11440546 (ISSN) Alitabar, M ; Yoozbashizadeh, H ; Sharif University of Technology
    Royal Society of Chemistry  2017
    Abstract
    The main aim of this research is to improve the photocatalytic activity of TiO2 nanotubes by co-doping with copper and sodium for application in the water splitting process as a photoanode. The doping was performed simultaneously to the anodizing process through a single-step treatment. The synthesized TiO2 nanotube array (TNA) was characterized by applying FESEM (Field Emission Scanning Electron Microscopy), XRD (X-ray Diffraction), DRS (Diffraction Reflection Spectroscopy) and XPS (X-ray Photoelectron Spectroscopy) analyses. The results of XPS analysis proved the presence of copper with valence (2+) and carbon and sodium with valence (1+). Moreover, DRS tests showed a reduction in the band... 

    Failure risk assessment of interdependent infrastructures against earthquake, a Petri net approach: Case study-power and water distribution networks

    , Article Natural Hazards ; Vol. 71, issue. 3 , April , 2014 , pp. 1971-1993 ; ISSN: 0921030X Omidvar, B ; Hojjati Malekshah, M ; Omidvar, H ; Sharif University of Technology
    2014
    Abstract
    Metropolitan areas consist of complicated systems of interconnected infrastructures that are highly interdependent. Disruption of one infrastructure may induce disruption in other interconnected ones. The results from analysis of one infrastructure as an independent system are not realistic without considering the behavior of other interconnected infrastructures. Consequently, the study of the interdependencies among critical infrastructures is important for addressing the cascading effects of a failed infrastructure on the entire network to properly model its performance and help the disaster management team in decision making. In this study, the extended Petri net and Markov chain have... 

    Comprehensive hydrothermal analysis of an inclined mini-channel with fin array: by dual/multi-relaxation-time LBM and experimental process on SiO2-glycol rheological/thermal characteristics

    , Article International Journal of Numerical Methods for Heat and Fluid Flow ; Volume 31, Issue 7 , 2021 , Pages 2405-2429 ; 09615539 (ISSN) Kamali, D ; Hejri, S ; Akbar, N ; Hasani Malekshah, E ; Sharif University of Technology
    Emerald Group Holdings Ltd  2021
    Abstract
    Purpose: The purpose of this study is to present a comprehensive hydrothermal analysis on an inclined mini-channel using numerical and experimental techniques. The fin array acts as heat source within the channel, and a wavy wall located at the top of the channel is heat sink. The side walls are insulated with curved profiles. Also, the channel is inclined with four known inclination angles. To solve the governing equations, the dual-multi-relaxation-time lattice Boltzmann method with D2Q9 and D2Q5 lattice models for flow and temperature fields is used, respectively. Also, the channel is filled with SiO2-glycol nanofluid. Design/methodology/approach: Identifying the behavior of a thermal... 

    Free convection analysis in a Γ-shaped heat exchanger using lattice Boltzmann method employing second law analysis and heatline visualization

    , Article International Journal of Numerical Methods for Heat and Fluid Flow ; Volume 29, Issue 9 , 2019 , Pages 3056-3074 ; 09615539 (ISSN) KhakRah, H ; Mohammaei, M ; Hooshmand, P ; Bagheri, N ; Hasani Malekshah, E ; Sharif University of Technology
    Emerald Group Publishing Ltd  2019
    Abstract
    Purpose: The nanofluid flow and heat transfer within a heat exchanger, with different thermal arrangements of internal active bodies, are investigated. Design/methodology/approach: For the numerical simulations, the lattice Boltzmann method is utilized. The KKL model is used to predict the dynamic viscosity of CuO-water nanofluid. Furthermore, the Brownian method is taken account using this model. The influence of shapes of nanoparticles on the heat transfer performance is considered. Findings: The results show that the platelet nanoparticles render higher average Nusselt number showing better heat transfer performance. In order to perform comprehensive analysis, the heatline visualization,... 

    Application of a new simplified SAFT to VLE study of associating and non-associating fluids

    , Article Fluid Phase Equilibria ; Volume 233, Issue 1 , 2005 , Pages 110-121 ; 03783812 (ISSN) Asadi Malekshah, V ; Taghikhani, V ; Ramazani, A. S. A ; Ghotbi, C ; Sharif University of Technology
    2005
    Abstract
    A new equation of state based on the Statistical Associating Fluid Theory (SAFT) is presented to study the phase behavior of associating and non-associating fluids. In the new equation of state, the hard sphere contribution to compressibility factor of the simplified version of the SAFT (SSAFT) is replaced with that proposed by Ghotbi and Vera. The Ghotbi-Vera SSAFT (GV-SSAFT) was also extended to study the phase behavior of associating and non-associating mixtures. The GV-SSAFT like the SSAFT equation of state has three adjustable segment parameters for non-associating fluids and five parameters for associating fluids. The experimental data of liquid densities and vapor pressures for pure... 

    Interaction of nanoparticles with motile gyrotactic microorganisms in a Darcy-Forchheimer magnetohydrodynamic flow- A numerical study

    , Article Heliyon ; Volume 9, Issue 7 , 2023 ; 24058440 (ISSN) Muhammad, F ; Tayebi, T ; Ali, K ; Malekshah, E. H ; Ahmad, S ; Sharif University of Technology
    Elsevier Ltd  2023
    Abstract
    The present work aims to interpret the mass and heat transferal flow through Darcy Forchheimer porous medium involving, simultaneously, microorganisms and nanoparticles. The involvement of gyrotactic microorganisms in the flow of nanoparticles reinforces the thermal characteristics of several energy systems. The amalgamation of microorganisms (microbes) in the nanofluids not only enhances the thermal properties of the fluid but it also causes the stability in the flow. Some other prominent effects such as chemical reaction and heat generation have also been taken into account. The reduced form of the governing model equations is further simplified in order to obtain the algebraic system of... 

    Numerical modeling of nanofluid flow and heat transfer in a quartered gearwheel-shaped heat exchanger using FVM

    , Article Chinese Journal of Physics ; Volume 59 , 2019 , Pages 591-605 ; 05779073 (ISSN) Hooshmand, P ; Kavoosi Balootaki, H ; Mohammaei, M ; Bagheri, N ; Hasani Malekshah, E ; Sharif University of Technology
    Physical Society of the Republic of China  2019
    Abstract
    The numerical modeling of natural convection fluid flow and heat transfer in a quarter of gearwheel-shaped heat exchanger is carried out. The heat exchanger is included with internal active square bodies. These bodies have hot and cold temperatures with different thermal arrangements. Three different thermal arrangements are considered and showed with Case A, Case B and Case C. The CuO-water nanofluid is selected as operating fluid. The Koo-Kleinstreuer-Li (KKL) correlation is utilized to estimate the dynamic viscosity and thermal conductivity. In addition, the shapes of nanoparticles are taken account in the analysis. The Rayleigh number, nanoparticle concentration and thermal arrangements... 

    Experimental and theoretical studies on the synergistic effect of P and Se co-doped g-C3N4 loaded with Ag nanoparticles as an affective photocatalyst under visible light irradiation

    , Article Journal of Molecular Liquids ; Volume 369 , 2023 ; 01677322 (ISSN) Nematollahi, R ; Fahimirad, B ; Eshaghi Malekshah, R ; Elhampour, A ; Piri, M ; Heravi, M. M ; Sharif University of Technology
    Elsevier B.V  2023
    Abstract
    In this work, in order to improve drawbacks of bare (pure) carbon graphite nitride (g-C3N4), phosphorus-selenium doped carbon nitride was synthesized to enhance light absorption in visible region. Then Ag nanoparticles loaded onto P-Se co-doped g-C3N4, as a result, the surface plasmonic resonance effect was created. In addition, the photocatalytic activity of samples was improved by suppression of charge carriers’ recombination. Synthesized photocatalyst was characterized by XRD, FT-IR, EDS, BET, XPS, FE-SEM, ICP, TEM, and DRS and PL analysis. All prepared samples were applied in the degradation of Rhodamine B as an azo dye under irradiation of visible light. According to the obtained... 

    A misbehavior‐tolerant multipath routing protocol for wireless Ad hoc networks [electronic resource]

    , Article International Journal of Research in Wireless Systems (IJRWS) ; Vol. 2, Issue 9, pp. , Sep. 2013 Sedghi, H. (Haniyeh) ; Pakravan, Mohammad Reza ; Aref, Mohammad Reza ; Sharif University of Technology
    Abstract
    Secure routing is a major key to service maintenance in ad hoc networks. Ad hoc nature exposes the network to several types of node misbehavior or attacks. As a result of the resource limitations in such networks nodes may have a tendency to behave selfishly. Selfish behavior can have drastic impacts on network performance. We have proposed a Misbehavior-Tolerant Multipath Routing protocol (MTMR) which detects and punishes all types of misbehavior such as selfish behavior, wormhole, sinkhole and grey-hole attacks. The protocol utilizes a proactive approach to enforce cooperation. In addition, it uses a novel data redirection method to mitigate the impact of node misbehavior on network... 

    Analysis and data-based reconstruction of complex nonlinear dynamical systems : using the methods of stochastic processes

    , Book Rahimi Tabar, M. Reza
    Springer International Publishing  2019
    Abstract
    This book focuses on a central question in the field of complex systems: Given a fluctuating (in time or space), uni- or multi-variant sequentially measured set of experimental data (even noisy data), how should one analyse non-parametrically the data, assess underlying trends, uncover characteristics of the fluctuations (including diffusion and jump contributions), and construct a stochastic evolution equation?
    Here, the term "non-parametrically" exemplifies that all the functions and parameters of the constructed stochastic evolution equation can be determined directly from the measured data.
    The book provides an overview of methods that have been developed for the analysis of... 

    Fabrication and Study of Mechanical Behavior of in Situ Microfibrillar- Reinforced Composites of Polypropylene/Recycled Poly (Ethylene Terephthalate)Toughened with Rubber Particles

    , M.Sc. Thesis Sharif University of Technology Motahari, Tayebeh (Author) ; Bagheri, Reza (Supervisor) ; Alizadeh, Reza (Supervisor)
    Abstract
    The use of polymers is increasing day by day due to low density, reasonable price and ability to produce different products. On the other hand, the accumulation of polymer wastes in nature is one of the environmental concerns in today's world, which is mainly due to the widespread use of polymers in the packaging industry and disposable applications. In order to solve this problem, recycling is recommended as the most appropriate and economical solution. Because in addition to consuming polymer waste, it also saves energy and reduces carbon footprint.Polyethylene terephthalate (PET) is one of the polymeric materials which; It has a special place in the packaging industry and is widely used... 

    Characterization of Mechanical Properties of Polymer Nanocomposites with Spherical Inhomogeneities

    , M.Sc. Thesis Sharif University of Technology Goudarzi, Taha (Author) ; Naghdabadi, Reza (Supervisor) ; Bagheri, Reza (Supervisor)
    Abstract
    The improved properties of nanocomposites are not achievable with conventional composites. Scale effect is one the most important parameters in the physical and mechanical properties of polymeric nanocomposites. One of the physical phenomena, which can be related to the scale effect, is the very large interface between the nanoparticles and the polymeric matrices. Motional behavior and conformation of polymeric chains change near the nanoparticles surfaces. Due to high interface of the nanoparticles with the polymeric matrices the amount of these types of changes in the polymeric chains are so large that can change the physical and mechanical properties of polymeric nanocomposites. In this... 

    On small uniquely vertex-colourable graphs and Xu's conjecture [electronic resource]

    , Article Discrete Mathematics ; Volume 223, Issues 1–3, 28 August 2000, Pages 93–108 Daneshgar, A. (Amir) ; Naserasr, Reza ; Sharif University of Technology
    Abstract
    Consider the parameter Λ(G) = |E(G)| - |V(G)|(k - 1) + (k2) for a k-chromatic graph G, on the set of vertices V(G) and with the set of edges E(G). It is known that Λ(G)≥0 for any k-chromatic uniquely vertex-colourable graph G (k-UCG), and, S.J. Xu has conjectured that for any k-UCG, G, Λ(G) = 0 implies that cl(G) = k; in which cl(G) is the clique number of G. In this paper, first, we introduce the concept of the core of a k-UCG as an induced subgraph without any colour-class of size one, and without any vertex of degree k - 1. Considering (k, n)-cores as k-UCGs on n vertices, we show that edge-minimal (k, 2k)-cores do not exist when k ≥ 3, which shows that for any edge-minimal k-UCG on 2k... 

    Molecular Dynamics Simulation of Nano-Diamond Synthesis by Shock Wave

    , Ph.D. Dissertation Sharif University of Technology Mahnama, Maryam (Author) ; Naghdabadi, Reza (Supervisor) ; Movahhedy, Mohammad Reza (Co-Advisor)
    Abstract
    In the field of high-pressure material science, diverse carbon systems under pressure have been intensively studied with interest in synthesizing new phases. A variety of these synthetic phases which have met various applications in today technology are called the amorphous diamond. The pressure-induced structural transition of carbonaceous material to amorphous diamond is realized by shock compression and rapid quenching. The shock compression and rapid quenching generate the high pressure (several GPa) and the temperature (several hundred K) in a fraction of a microsecond.Since the mechanical and electrical properties of the synthetic diamond are severely sensitive to the atomic structure,... 

    An Experimental Study of the Effects of Sweep Wing on the Boundary Layer of 2D Wing

    , M.Sc. Thesis Sharif University of Technology Tabrizian, Arshia (Author) ; Soltani, Mohammad Reza (Supervisor) ; Davari, Ali Reza (Co-Advisor)
    Abstract
    The behavior of boundary layer under the effect of the sweep angle is considered. The measurements were performed by a pitot tube rake. Three models with various sweep angels at angles of attack -2, 0 and 2 degree were tested. Both tip and root of all wings were closed by flat plates in order to prevent the flow to roll-up. However the flow field on the wing was still three-dimensional because of the sweep angle. The velocity on the wing has two components; longitudinal and lateral. The cross flow emerges due to the non-equilibrium of pressure and centrifugal forces. The velocity profiles showed that the magnitude of cross flow was stronger near the leading edge of the wing. The cross flow... 

    Synthesis of Antibiotic-eluting Chitosan-based Composite Coating by Electrophoretic Deposition for Bone Implants

    , M.Sc. Thesis Sharif University of Technology Bakhshi, Zahra (Author) ; Simchi, Abdol Reza (Supervisor) ; Bagheri, Reza (Supervisor)
    Abstract
    Drug-eluting bone implant coatings is a new era that has gained a lot of attention in recent years. In this matter, drug is loaded in the coating and local and targeted release of the drug results in preventing the side effects of implantation and increasing the healing process of the patient. The aim of this project was to synthesis the antibiotic eluting chitosan-based composite using electrophoretic deposition for bone implant coating. By using electrophoretic deposition chitosan and chitosan-bioglass composite coatings were synthesized. Then the probability of loading of drug into coating by using electrophoretic deposition was evaluated and by using this process chitosan and... 

    Solving High-Dimensional Differential Equations Using Machine Learning

    , M.Sc. Thesis Sharif University of Technology Saffarieh, Pooya (Author) ; Razvan, Mohammad Reza (Supervisor) ; Moghadasi, Reza (Co-Supervisor)
    Abstract
    The numerical solution of differential equations in high dimensions has always been a challenge and has been associated with various computational difficulties. These equations appear naturally in a variety of problems such as financial mathematics, control, and physics, and their optimal solution with high accuracy and speed can open new windows on new applications. Conventional methods such as Finite element and finite difference method in high dimensions lose their efficiency, which is a barrier to fast and accurate calculation of these equations. In this dissertation first, we review some theoretical and practical aspects of deep neural networks and then we try to examine the recent...