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    A Model for Analysis of Computational Learning

    , M.Sc. Thesis Sharif University of Technology Sattari Javid, Ali (Author) ; Daneshgar, Amir (Supervisor)
    Abstract
    The subject of this thesis is about a certain set of algorithms that try to indirectly solve problems. Instead of a programmer crafting an algorithm to solve a problem, these algorithms learn a solution themselves. These methods are usually studied in the Probably Accurately Correct (PAC) learning model. Although, PAC Learning is a generally accepted model, it falls short to describe certain aspects of learning algorithms. Many learning methods rely on convergence to minimize error, or maximize their fitness, yet the PAC model doesn’t explicitly provide any means to measure these behaviours. In this thesis, we first go through different models related to computational requirements of... 

    An Approach to Computation based on Discrete Dynamical Systems

    , M.Sc. Thesis Sharif University of Technology Dastgheib, Doratossadat (Author) ; Daneshgar, Amir (Supervisor)
    Abstract
    In this thesis, based on an idea of A. Daneshgar [On mathematical foundations of soft computing, 11th IFSC, Zahedan, Iran(2011).], we propose a general framework to model computation which is based on discrete dynamical systems. In this regard, we formulate and justify local property as the key concept characterizing computation machines within this framework. We show that our model covers most known computation machines as classical and BSS models, Petri nets, cellular automata, Markov chains and etc. . We also study the computational power of our machine based on a variant of restrictions imposed on its different components, as its memory, or its control, and we suggest that such a... 

    Intentionality and Mental Models

    , M.Sc. Thesis Sharif University of Technology Norouzi, Faezeh (Author) ; Azadegan, Ebrahim (Supervisor)
    Abstract
    One of the important issues in the philosophy of mind is the challange about the content of mental states, how the mind can refer to the world. To explain this special relationship that is not observed in the physical world, various mental models have been implemented, one of which is the connectionism model. Connectionist networks are based on the idea of biological neural networks, and the main concern of connectionism is modeling the brain and implementing human mind characteristics. The connectionist model was proposed by emphasizing the necessity of linking symbols with their original content and meaning. In this model, data representation is done in a holistic way and based on network... 

    Zero error coordination

    , Article ITW 2015 - 2015 IEEE Information Theory Workshop, 11 October 2015 through 15 October 2015 ; 2015 , Pages 202-206 ; 9781467378529 (ISBN) Abroshan, M ; Gohari, A ; Jaggi, S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    In this paper, we consider a zero error coordination problem wherein the nodes of a network exchange messages to be able to perfectly coordinate their actions with the individual observations of each other. While previous works on coordination commonly assume an asymptotically vanishing error, we assume exact, zero error coordination. Furthermore, unlike previous works that employ the empirical or strong notions of coordination, we define and use a notion of set coordination. This notion of coordination bears similarities with the empirical notion of coordination. We observe that set coordination, in its special case of two nodes with a one-way communication link is equivalent with the Hide... 

    Which method is better for the kinetic modeling: decimal encoded or binary genetic algorithm?

    , Article Chemical Engineering Journal ; Volume 130, Issue 1 , 2007 , Pages 29-37 ; 13858947 (ISSN) Boozarjomehry, R. B ; Masoori, M ; Sharif University of Technology
    2007
    Abstract
    Kinetic modeling is an important issue, whose objective is the accurate determination of the rates of various reactions taking place in a reacting system. This issue is a pivotal element for the process design and development particularly for novel processes which are based on reactions taking place between various types of species. In this paper, the Genetic Algorithms have been used to develop a systematic computational framework for kinetic modeling of various reacting systems. This framework can be used to find the optimum values of various parameters that exist in the kinetic model of a reacting system. The Fischer-Tropsch (FT) reactions have been used as the kinetic modeling bench... 

    Vibrational analysis of Ag, Cu and Ni nanobeams using a hybrid continuum-atomistic model

    , Article International Journal of Mechanical Sciences ; Volume 165 , 2020 Ghafouri Pourkermani, A ; Azizi, B ; Nejat Pishkenari, H ; Sharif University of Technology
    Elsevier Ltd  2020
    Abstract
    An important issue in the study of the nanostructures behaviors is the surface effects, which increases with the increase of the surface-to-volume ratio. Continuum theories are capable of modeling structures at micro and larger scales with enough precision and low computational costs. However, these theories are unable to predict the mechanical properties of nanostructures accurately. On the other hand, due to their high precision, atomistic modeling techniques are extensively employed for the study of systems at nanoscale; however, computational costs of these techniques are relatively high. In this research, we aim to study the vibrational behavior of nanobeams made of three FCC metals;... 

    Unified finite element approach for generalized coupled thermoelastic analysis of 3D beam-type structures, part 1: equations and formulation

    , Article Journal of Thermal Stresses ; Volume 40, Issue 11 , 2017 , Pages 1386-1401 ; 01495739 (ISSN) Entezari, A ; Filippi, M ; Carrera, E ; Sharif University of Technology
    Abstract
    An innovative 1D finite element (FE) approach is developed to analyze the 3D static, transient, and dynamic problems in the coupled and uncoupled thermoelasticity for the nonhomogeneous anisotropic materials. The Galerkin method is directly applied to the governing equations to obtain a weak formulation of the thermoelasticity problems with arbitrary loads and boundary conditions. To surmount the restrictions of the classical beam theories, a 1D FE procedure is proposed in the context of the Carrera Unified Formulation (CUF). Since coupled thermoelastic analyses are computationally demanding, the proposed 1D FE approach can be used as a powerful means to simulate the generalized coupled... 

    Towards developing efficient metalloporphyrin-based hybrid photocatalysts for CO2reduction; an: ab initio study

    , Article Physical Chemistry Chemical Physics ; Volume 22, Issue 40 , 2020 , Pages 23128-23140 Ostovan, A ; Papior, N ; Zahedi, M ; Moshfegh, A. Z ; Sharif University of Technology
    Royal Society of Chemistry  2020
    Abstract
    A series of thiophene-based donor-acceptor-donor (D-A-D) oligomer substituted metalloporphyrins (MPors) with different 3d central metal-ions (M = Co, Ni, Cu, and Zn) were systematically investigated to screen efficient hybrid photocatalysts for CO2 reduction based on density functional theory (DFT) and time-dependent DFT simulations. Compared with base MPors, the newly designed hybrid photocatalysts have a lower bandgap energy, stronger and broader absorption spectra, and enhanced intermolecular charge transfer, exciton lifetime, and light-harvesting efficiency. Then, the introduction of D-A-D electron donor (ED) groups into the meso-positions of MPors is a promising method for the... 

    Theoretical study of hybrid TEA-CO2 lasers

    , Article Optics and Laser Technology ; Volume 40, Issue 6 , September , 2008 , Pages 779-784 ; 00303992 (ISSN) Khosravi, H ; Bahrampour, A. R ; Bahari, A ; Farrahi, R ; Daneshfar, N ; Sharif University of Technology
    2008
    Abstract
    Temporal and spatial analysis of dynamics of hybrid transversely excited atmospheric pressure (TEA)-CO2 lasers is studied using two different models with four and eight energy levels. These models are used for simulation of the laser and computing the output energy. Effects of several parameters such as input energies and gas mixture concentrations (especially presence of CO molecules) are also studied. © 2007 Elsevier Ltd. All rights reserved  

    The free radical scavenging activity of lespedezacoumestan toward ˙OH radical: a quantum chemical and computational kinetics study

    , Article Journal of Physical Organic Chemistry ; Volume 31, Issue 2 , February , 2018 ; 08943230 (ISSN) Bayat, A ; Fattahi, A ; Sharif University of Technology
    John Wiley and Sons Ltd  2018
    Abstract
    The free radical activity of lespedezacoumestan was investigated toward hydroxyl (˙OH) radical in polar and nonpolar media using density functional theory. Four reaction mechanisms including radical adduct formation, hydrogen atom transfer, sequential single electron-proton transfer (SET-PT), and sequential proton loss electron transfer were considered. The rate constants and branching ratio for all possible sites of reaction were calculated and reported for the first time. According to the obtained results, lespedezacoumestan reacts faster with ˙OH radical in aqueous solution than in nonpolar media. Also, lespedezacoumestan is an excellent ˙OH radical scavenger regardless of the environment... 

    The effect of major parameters on simulation results of gas pipelines

    , Article International Journal of Mechanical Sciences ; Volume 49, Issue 8 , 2007 , Pages 989-1000 ; 00207403 (ISSN) Abdolahi, F ; Mesbah, A ; Bozorghmehry Boozarjomehry, R ; Svrcek, W. Y ; Sharif University of Technology
    2007
    Abstract
    Predictions of the gas temperature and pressure profiles are vital to the design and operation of gas transmission lines. Available analytical methods for the calculation of these profiles are evaluated and a numerical framework for the rigorous calculation has been developed. The predictions from both the analytical and numerical procedure have been compared to field data from the Iranian Gas Trunk-lines (IGAT). These comparisons showed that all the available methods were tuned using data obtained from small to medium diameter pipes extrapolated poorly to large diameter pipelines. In order to improve the predictions for large diameter pipelines, the effect of model parameters such as soil... 

    TD-DFT+TB: an efficient and fast approach for quantum plasmonic excitations

    , Article Journal of Physical Chemistry C ; Volume 124, Issue 14 , 2020 , Pages 7946-7955 Asadi Aghbolaghi, N ; Rüger, R ; Jamshidi, Z ; Visscher, L ; Sharif University of Technology
    American Chemical Society  2020
    Abstract
    We study the quantum plasmonic features of gold and silver nanoparticles using TD-DFT+TB, a new density functional theory approach to the calculation of excited states, which combines a full DFT ground state with tight-binding approximations in the linear response calculation. In this framework, the optical properties of closed-shell Ag, Au and bimetallic Ag-Au nanoparticles with tetrahedral symmetry (with 20, 56, 120, and 165 atoms) and icosahedral structure (with 13, 55, and 147 atoms) were obtained and compared to full linear response time-dependent density functional theory (TD-DFT) as a reference and also to time-dependent density functional based tight binding (TD-DFTB) as a low-cost... 

    Super-resolution photoacoustic microscopy using structured-illumination

    , Article IEEE Transactions on Medical Imaging ; Volume 40, Issue 9 , 2021 , Pages 2197-2207 ; 02780062 (ISSN) Amjadian, M. R ; Mostafavi, M ; Chen, J ; Kavehvash, Z ; Zhu, J ; Wang, L ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2021
    Abstract
    A novel super-resolution volumetric photoacoustic microscopy, based on the theory of structured-illumination, is proposed in this paper. The structured-illumination will be introduced in order to surpass the diffraction limit in a photoacoustic microscopy (PAM) structure. Through optical excitation of the targeted object with a sinusoidal spatial fringe pattern, the object's frequency spectrum is forced to shift in the spatial frequency domain. The shifting in the desired direction leads to the passage of the high-frequency contents of the object through the passband of the acoustic diffraction frequency response. Finally, combining the low-frequency image with the high-frequency parts in... 

    Study of self-association of water in supercritical CO2 by Monte Carlo simulation: Does water have a specific interaction with CO2?

    , Article Fluid Phase Equilibria ; Volume 267, Issue 2 , 2008 , Pages 181-187 ; 03783812 (ISSN) Tafazzoli, M ; Khanlarkhani, A ; Sharif University of Technology
    2008
    Abstract
    The extent of the self-association of water in supercritical CO2 has been investigated in a wide range of density and temperature by the test particle insertion technique. The results show that the association constant for water decreases with temperature and weakly depends on CO2 density. This weak density dependence provides evidence for the lack of a strong specific CO2-water interaction. Comparing calculated association constants with its gas-phase values shows that the association constant is at most ca. 38% lower than its gas-phase value in the high density-low temperature region. Inspection of the simulated radial distribution functions revealed that forming modest water-CO2 complexes... 

    Structural and theoretical exploring of noncovalent interactions in Chlorido- and Nitrito-rhenium(I) tricarbonyl complexes bearing 2,3-Butadiene-bis(2-nitrobenzylidene)hydrazine Ligand: Intramolecular Re–κ1-endo-ONO(lone pair)…π*(C[tbnd]O) interaction

    , Article Inorganica Chimica Acta ; Volume 540 , 2022 ; 00201693 (ISSN) Kia, R ; Heshmatnia, F ; Sharif University of Technology
    Elsevier B.V  2022
    Abstract
    Herein, we report the synthesis, characterization and combined structural and full computational analysis of noncovalent interactions in a new hydrazine ligand and its two chlorido- and endo-nitrito-rhenium(I) tricarbonyl complexes. The analysis of crystal structures has been accompanied by comprehensive computational studies of the noncovalent interactions utilizing the quantum theory of atoms in molecules (QTAIM), natural bond orbitals (NBO), independent gradient model (IGM), and electron localization function (ELF) to shed light on the nature of the interactions. On the other hand, comprehensive energy decomposition analysis (EDA) by extended transition state coupled with natural orbitals... 

    Stress-aware routing to mitigate aging effects in SRAM-based FPGAs

    , Article 26th International Conference on Field-Programmable Logic and Applications, FPL 2016, 29 August 2016 through 2 September 2016 ; 2016 ; 9782839918442 (ISBN) Khaleghi, B ; Omidi, B ; Amrouch, H ; Henkel, J ; Asadi, H ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2016
    Abstract
    Continuous shrinking of transistor size to provide high computation capability along with low power consumption has been accompanied by reliability degradations due to e.g., aging phenomenon. In this regard, with huge number of configuration bits, Field-Programmable Gate Arrays (FPGAs) are more susceptible to aging since aging not only degrades the performance, it may additionally result in corrupting the configuration cells and thus causing permanent circuit malfunctioning. While several works have investigated the aging effects in Look-Up Tables (LUTs), the routing fabric of these devices is seldom studied - even though it contributes to the majority of FPGAs' resources and configuration... 

    Stability analysis of parametric resonance in spar-buoy based on Floquet theory

    , Article Ocean Engineering ; Volume 266 , 2022 ; 00298018 (ISSN) Aziminia, M. M ; Abazari, A ; Behzad, M ; Hayatdavoodi, M ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Parametric resonance is a phenomenon caused by time-varying changes in the parameters of a system which may result in undesirable motion responses and instability. Floating bodies like ships and spar-buoys are prone to Mathieu instability mainly due to the instantaneous change of the metacentric height. With the fast-growing developments in Ocean Renewable Energy systems, spar-buoys are commonly used for wave energy convertors and floating wind turbines. Undesirable, unstable motions as a result of the parametric resonance can be problematic as it may cause inefficiency in operations and structural risk integrity. In this research, a new approach has been developed to investigate these... 

    Spin dynamics characterization in magnetic dots

    , Article Physica B: Condensed Matter ; Volume 399, Issue 2 , 2007 , Pages 81-93 ; 09214526 (ISSN) Mozaffari, M. R ; Esfarjani, K ; Sharif University of Technology
    2007
    Abstract
    The spin structure in a magnetic dot is studied as a function of the exchange coupling strength and dot size within the semiclassical approximation on a discrete lattice. As the exchange coupling is decreased or the size is increased, the ground state undergoes a phase change from a homogeneous single-domain ferromagnet (HSDF) to a spin vortex. The line separating these two phases has been calculated numerically for small system sizes. The dipolar interaction has been fully included in our calculations. Magnon frequencies in such a dot have also been calculated in both phases by the linearized equation of motion method. These results have also been reproduced from the Fourier transform of... 

    Some improvements on the one-step inverse isogeometric analysis by proposing a multi-step inverse isogeometric methodology in sheet metal stamping processes

    , Article Applied Mathematical Modelling ; Volume 91 , March , 2021 , Pages 476-492 ; 0307904X (ISSN) Isazadeh, A. R ; Shamloofard, M ; Assempour, A ; Sharif University of Technology
    Elsevier Inc  2021
    Abstract
    Recently, isogeometric methodology has been successfully implemented in one-step inverse analysis of sheet metal stamping processes. However, these models are not capable of analyzing forming processes which require severe deformation and/or several forming stages. This paper presents a multi-step inverse isogeometric methodology to enhance the precision of one-step models in predictions of the initial blank, strain distributions, and drawability of the formed parts. This methodology deals with the minimization of potential energy, deformation theory of plasticity, and considering membrane elements. The presented methodology utilizes the NURBS basis functions to create the final, middle, and... 

    Sloshing effects on supersonic flutter characteristics of a circular cylindrical shell partially filled with liquid

    , Article International Journal for Numerical Methods in Engineering ; 2018 ; 00295981 (ISSN) Zarifian, P ; Ovesy, H. R ; Dehghani Firouz Abadi, R ; Sharif University of Technology
    John Wiley and Sons Ltd  2018
    Abstract
    This paper aims to revisit the effect of sloshing on the flutter characteristics of a partially liquid-filled cylinder. A computational fluid-structure interaction model within the framework of the finite element method is developed to capture fluid-structure interactions arising from the sloshing of the internal fluid and the flexibility of its containing structure exposed to an external supersonic airflow. The internal liquid sloshing is represented by a more sophisticated model, referred to as the liquid sloshing model, and the shell structure is modeled by Sanders' shell theory. The aerodynamic pressure loading is approximated by the first-order piston theory. The initial geometric...