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    Reduced memory requirement in hardware implementation of SVM classifiers

    , Article ICEE 2012 - 20th Iranian Conference on Electrical Engineering, 15 May 2012 through 17 May 2012 ; May , 2012 , Pages 46-50 ; 9781467311489 (ISBN) Esmaeeli, S ; Gholampour, I ; Sharif University of Technology
    2012
    Abstract
    Support Vector Machine (SVM) is a powerful machine-learning tool for pattern recognition, decision making and classification. SVM classifiers outperform other classification technologies in many applications. In this paper, two implementations of SVM classifiers are presented using Logarithmic Number System. In the basic classifier all operations (multiplication, addition and ...) are performed using logarithmic numbers. In the logarithmic domain, multiplication and division can be simply treated as addition or subtraction respectively. The main disadvantage of LNS is the large memory requirement for high precision addition and subtraction. In the improved classifier, multiplication... 

    American options with asymmetric information and reflected BSDE

    , Article Bernoulli ; Volume 24, Issue 2 , May , 2018 , Pages 1394-1426 ; 13507265 (ISSN) Esmaeeli, N ; Imkeller, P ; Sharif University of Technology
    International Statistical Institute  2018
    Abstract
    We consider an American contingent claim on a financial market where the buyer has additional information. Both agents (seller and buyer) observe the same prices, while the information available to them may differ due to some extra exogenous knowledge the buyer has. The buyer's information flow is modeled by an initial enlargement of the reference filtration. It seems natural to investigate the value of the American contingent claim with asymmetric information. We provide a representation for the cost of the additional information relying on some results on reflected backward stochastic differential equations (RBSDE). This is done by using an interpretation of prices of American contingent... 

    Location and Scheduling Trucks at Cross Docking Systems

    , M.Sc. Thesis Sharif University of Technology Esmaeeli, Ehasn (Author) ; Hajji, Alireza (Supervisor)
    Abstract
    Given the increased competition in supply chains and enlargement of their scale along with increasingly significant role of distribution systems, design and optimization of novel systems with comprehensive approaches in a timely manner has become important more than ever. One of such modern, efficient systems is cross docking in which the distribution network is omitted and thus operations are carried out faster and the productivity is increased. In this system, processes like packaging is done in cross docking and the goods and products are directly sent to customers. This study investigates a long-term and a short-term approach to the design of in two distinct problems. In the first... 

    Storage of Information in Chemical Compounds

    , M.Sc. Thesis Sharif University of Technology Esmaeeli, Mazaher (Author) ; Shafiee, Afshin (Supervisor)
    Abstract
    Regarding the notable progress in communication and competition theories as well as natural sciences, the study of the concepts of information has displayed more attention in recent years.Information, entropy and energy are interrelated concepts. In one hand one can infer that entropy is a quantitation measure of information and on the other hand systems which carry information can accumulated energy.Here, we are going to survey the qualitation as well as quantitation aspects of information with concentration on the behavior of chemical agents as information processors  

    Electrodeposition and Characterization of Zn-Ni-Mn Coatings

    , M.Sc. Thesis Sharif University of Technology Esmaeeli, Mehdi (Author) ; Ghorbani, Mohammad (Supervisor)
    Abstract
    In this study, the electrochemical precipitation of three-component zinc-nickel-manganese coating on st37 steel substrate from chloride bath was investigated. Cyclic voltammetry results showed that the presence of ammonium thiocyanate complexer had a positive effect on the stability of precipitated manganese. Also, in order to evaluate the optimal coating conditions, the precipitation process at voltages of -1.4, -1.5 and VSCE -6.6, concentration of zinc 0.3 M, concentration of nickel 0.15 M and concentrations of manganese 0.15, 0.3 And 0.45 M and temperatures of 25, 40 and 55 .C. The results of X-ray energy diffraction spectroscopy, atomic absorption spectroscopy and X-ray diffraction of... 

    Dynkin game with asymmetric information

    , Article Bulletin of the Iranian Mathematical Society ; Volume 45, Issue 1 , 2019 , Pages 283-301 ; 10186301 (ISSN) Esmaeeli, N ; Imkeller, P ; Nzengang, V ; Sharif University of Technology
    Springer International Publishing  2019
    Abstract
    We consider a Dynkin game where the seller possesses additional information compared to the buyer. The additional information is described by a random variable taking finitely many values. We show that the game possesses a value and we provide a necessary and sufficient condition for the existence of a Nash equilibrium. Results are illustrated with an explicit example. © 2018, Iranian Mathematical Society  

    The Effect of Second Order Dissipation on the Sound Velocity in Quasi-QCD Plasma Using the Effective Potential of the Linear Sigma Model

    , M.Sc. Thesis Sharif University of Technology Davoudi, Zohreh (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    The heavy ion collision experiments are in progress in order to investigate how the Universe has evolved after the Big Bang. The recent observations show that a nearly perfect fluid is produced after heavy ion collisions. An appropriate incorporation of the relativistic hydrodynamics and the field theory would help us to describe the dynamics of QCD (Quantum Chromodynamics) matter under extreme conditions, and to survey the expected phase transitions. The majority of efforts to investigate the characteristics of the QCD plasma are devoted to an ideal, non-dissipative one. To get the results which are highly in accordance with the experiment, it is necessary to bring also in mind the role of... 

    Effect of the Fluctuations of Quantum Chromodynamics Topological Charge on the Dispersion Relation of NJL Model

    , M.Sc. Thesis Sharif University of Technology Barzegar, Amin (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    One of the long-lived problems in the theory of quantum chromo dynamics is the violation of parity (P) and charge-parity (CP) symmetries in strong interactions. The existence of gluon configurations sourcing from topology leads to degeneracy in the vacuum structure of the theory. This phenomenon is realized by the addition of an extra term proportional to the parameter to QCD Lagrangian. Experimental estimates of neutron electric dipole, predicts a very small value for this parameter. There is no verified justification for this discrepancy. Recently at the relativistic heavy ion collider laboratory (RHIC) some experimental evidence has been found which indicates local CP violation in... 

    The Kinetic Term of the Effective Action in the NJL Model in Background Magnetic Field at Finite Temperature and Chemical Potential

    , M.Sc. Thesis Sharif University of Technology Sadeghian, Saeedeh (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    Kinetic terms of effective action including derivative of classical field become significant, when we have a dynamical field.These terms have been calculated as a function of the fermionic propagator in NJL model, which is an effective model of QCD. In this thesis, after briefly reviewing
    the effect of constant background magnetic field on the propagator considered by Ritus method, we explicitly determine the kinetic terms in terms of Ritus eigenfunctions. Finally, we numerically calculate these terms at finite temperature and chemical potential according to the imaginary time method  

    Shear Viscosities of a Hot Fermi Gas in the Presence of a Strong Magnetic Field

    , M.Sc. Thesis Sharif University of Technology Jalouli, Alireza (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    Relativistic hydrodynamics and kinetic theory are often used to analyze the experimental data from heavy ion collisions. One of the most important observations is the anisotropy in the number density of the detected particles after the collision in the longitudinal and perpendicular directions with respect to the reaction plane. On the other hand, very strong magnetic fields are created during the early stages of non-central heavy ion collisions. The presence of constant background magnetic fields, aligned in the perpendicular direction to the reaction plane, can be one of reasons for the aforementioned anisotropy in the number density of detected particles. In this thesis, we study the... 

    On the Effects of Background Electromagnetic elds and Chiral Chemical Potential on the Phase Diagram of Quantum Chromodynamics

    , M.Sc. Thesis Sharif University of Technology Jamshidi, Abdollah (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    In particle physics, spontaneous chiral symmetry breaking generates new phases of quark matter, and leads to significant changes od quark masses. The Nambu-Jona–Lasinio (NJL) model is a useful fermionic model which describes the spontaneous chiral symmetry breaking through the creation of a condensate. This model can be for instance used to determine various phases of Quantum Chromodynamics (QCD) in finite electromagnetic fields. This work consists of several parts. First, we describe the spontaneous chiral symmetry breaking in detail. Second, we extract the NJL model from the Lagrangian density of QCD. Third, we derive a covariant form of the partition function of a fermionic system.... 

    Evolution of Electromagnetic Fields in a Plasma of Quarks and Gluons

    , Ph.D. Dissertation Sharif University of Technology Shokri, Masoud (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    In heavy ion collisions, extremely large electromagnetic fields are produced by fast-moving charged nucleons. They are sufficiently large to affect the low energy QCD processes and thus produce observable effects, whose occurrence is, however, directly related to the lifetime of these fields. In the present dissertation, the evolution of electromagnetic fields is studied in a plasma of quarks and gluons, by analytically solving the equations of relativistic magnetohydrodynamics (RMHD). The onideal Bjorken RMHD is solved by introducing the method of nonconserved charges. Assuming an electromagnetic force-free condition, the electric and magnetic fields are found to be either parallel or... 

    Dilepton Production and Synchrotron Radiation in a Magnetized Quark-Qluon Plasma

    , M.Sc. Thesis Sharif University of Technology Hosseini, Yasaman (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    Relativistic collisions of heavy ions lead to the formation of a new phase of matter called Quark-Gluon Plasma (QGP). In addition, strong magnetic fields generates in these collisions that its direction is perpendicular to the collision axis. This strong magnetic field affects the dynamics of particles in the QGP, and causes the appearance of the Landau levels in the particle’s energy spectrum. In this master thesis, we investigate the impact of the magnetic field on dilepton production and synchrotron radiation. We calculate the scattering probability of quark and anti-quark annihilation and dilepton creation by taking all Landau Levels into account. Then, by assuming that the magnetic... 

    Color Super Counductivity at Finite Temperature, Chemical Potential and in the Presence of Strong Magnetic Fields

    , Ph.D. Dissertation Sharif University of Technology Fayazbakhsh, Shima (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    In the present thesis, the effect of external magnetic fields on two-flavor Color Superconductive (2SC) phase, as one of the phases in the QCD phase diagram, is studied. To do this, an effective two-flavor Nambu-Jona Lasinio Lagrangian is used, which consists of two mass gaps, s = ?¯qq and ? = ? . The nonzero values of chiral and color mass these gaps induce spontaneous chiral and color symmetry breaking, and consequently two different phases. There is also a third phase, the normal phase, where s = ? = 0. We calculate the transition curves and the critical points in terms of three intensive quantities, the temperature, the chemical potential and the external magnetic field. We study, in... 

    Magnetic Susceptibility of Qark Matter in the Presence of a Non-Homogeneous Magnetic Field at Finite Temperature and Chemical Potential

    , M.Sc. Thesis Sharif University of Technology Taghinavaz, Farid (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    After the review of formation of Landau levels (LL) in non-relativistic quantum mechanics, we have obtained LL in a certain gauge A_μ=(0,-B_0/2 y,B_0/2 x) at 2+1 &3+1 dimension. then give a summary of Quantum Field Theory at non-zero temperature . obtaining LL and two-point Green function in non-uniform magnetic field which determined with A_μ=(0,0,√qB ξe^(-(t+x) ),0).Next we calculate magnetic susceptibility of in such a field with finite chemical potential and temperature. Finally we compare the obtained results with uniform magnetic field one  

    On the Effects of Finite Temperature and Background Magnetic Fields on the Observables of Heavy Ion Collisions

    , Ph.D. Dissertation Sharif University of Technology Taghinavaz, Farid (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    The main focus of this dissertation is to investigate the effects of the created background magnetic field on some of the observables that are relevant in heavy ions experiments. Based on the phase diagram of Quantum Chromodynamics, it is expected that in extreme conditions such as high temperature or in dense medium, a new phase of matter arises, which is known as Quark-Gluon Plasma (QGP). Due to the vital role of collective behaviors, this phase behaves similar to a perfect fluid rather than a gas. In addition, the colliding nucleons have potential of creating very strong magnetic fields because of their electric charges and relativistic speeds. Therefore the investigation of the effects... 

    On the Effect of Ring Diagrams on QCD Phase Transition

    , M.Sc. Thesis Sharif University of Technology Salehi Kasmaei, Babak (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    In this thesis NJL and quark-meson models, as effective models for quantum chro-modynamics in low energies, are studied mainly. After reviewing models and phe-nomena related to the strong interaction in zero and non-zero temperature, firstly the critical coupling of NJL model for non-zero temperature and chemical potential is calculated. Then, the contribution of ring diagrams in the effective potential of quark-meson model is presented. Finaly, the effect of ring diagrams of quark-meson model on chiral phase transition is investigated. For NJL model, it is shown that the chemical potential lowers the critical coupling for chiral phase transition. Also for quark-meson model, it is shown that... 

    QED Ring Diagrams in Background Magnetic Field at Finite Temperature

    , M.Sc. Thesis Sharif University of Technology Sohrabi Anaraki, Kiyoumars (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    Using the general structure of the vacuum polarization tensor П_μν (k_0→0,k) in the infrared (IR) limit, k_0→0 , the ring contribution to the QED effective potential at finite temperature and the nonzero magnetic field is determined beyond the static limit, (k_0→0,k→0). The resulting ring potential is then studied in weak and strong magnetic field limits. In the weak magnetic field limit and at high temperature the improved ring potential consists of a term proportional to T^4 α^(5/2), in addition to the expected term T^4 α^(3/2) arising from the static limit. In the limit of the strong magnetic field, where QED dynamics is dominated by the lowest Landau level, the ring potential includes a... 

    , M.Sc. Thesis Sharif University of Technology Karaⅿi Ⅿasouⅼeh, Babak (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    Worldline formalism provides an effective and intuitive method in order to obtain the full prop- agator of a system with definite degrees of freedom and the one-loop effective action of such a system interacting with a background field. The covariance of relations and results facilitates the generalization to more complex geometries and symmetries. Feynman for the first time arrived at a relation for the relativistic orbit of a quantum particle in vacuum. In the same year, Schwinger employed a differential method to address the problem of vacuum polarization. The purpose of the current research is to review both of these methods in their search for a polarized vacuum, Lorentzian and gauge... 

    Mass-Radius Relation for a Rotating and Magnetized Neutron Star Using the Nambu-Jona-Lasinio Model

    , M.Sc. Thesis Sharif University of Technology Saⅾeghi, Ⅿohaⅿⅿaⅾ Sharif (Author) ; Sadooghi, Neda (Supervisor)
    Abstract
    One of the most essential concepts for describing neutron stars is investigating their radial mass distribution or mass-radius relation. The aim of this thesis is to evaluate radial mass distribution of neutron stars in the presence of magnetic fields. To achieve this objective we use the Tolman- Oppenheimer-Volkoff equation of hydrostatic equilibrium for non-rotating cases and the Hartle- Thorne equations for rotating cases. olving these equations depends on determination of equation of state of neutron star in the presence of magnetic fields. For determining the corresponding equation of state, one can use QCD-like non-perturbative models, in particular Nambu-Jona- Lasinio (NJL) model. In...