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sabooni-aghdam--amir-mahdi
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Modeling Persian Language in the Framework of Complex Networks
, M.Sc. Thesis Sharif University of Technology ; Bahrani, Mohammad (Supervisor)
Abstract
The interest in analyzing human language with complex networks is on the rise in recent years and a considerable body of research in this area has already been accumulated.However unfortunately, the use of applications of complex networks in Persian Linguistics research is missing. With the goal of introducing complex networks and their applications in this field, two of these applications have been studied in this research. First, we tried to build an inclusive network model, considering two levels of Syntax and Word Cooccurrence, for the Persian Language and provide Linguistics interpretations for them. In addition, by comparing co-occurrence networks of different languages, garnered from...
Synthesis of Pure Aluminum Nanoparticles by Electromagnetic Levitation Melting Gas Condensation
, M.Sc. Thesis Sharif University of Technology ; Halali, Mohammad (Supervisor)
Abstract
In current project, high purity nanoparticles were synthesized by use of Electromagnetic Levitation Melting Gas Condensation (ELM-GC) method. In this case high purity aluminum samples were melted by this method to a temperature of 1683 0C in a silica tube. High purity argon and helium gases were employed as carrier gases and cooling agents. To study particle size, morphology, and purity of obtained nanoparticles, Field Emission Scanning Electron Microscopy (FE-SEM), X-ray Diffraction (XRD), Dynamics Light Scattering (DLS), and ADS analysis were employed. The FE-SEM and DLS tests confirmed narrow size distribute of spherical shape pure aluminum nanoparticles under both inert gases. The...
Application of the Coset Construction Method in Theories of Spontaneous Symmetry Breaking: Gravitation as an Example
, M.Sc. Thesis Sharif University of Technology ; Torabian, Mahdi (Supervisor)
Abstract
In this manuscript we used the method of coset construction to describe theories of spontaneous symmetry breaking. The mathematical details are included in chapter 2. The utility of the method is that without any knowledge of the UV part of a theory we can construct IR part by just knowing the symmetry breaking pattern. We used the method for some symmetry breaking patterns to construct general relativity, massive gravity and also some symmetry breaking patterns corresponding to conformal gravity
The Assessment of Irregular Mid-Rise Steel Structures with Outriggers
, M.Sc. Thesis Sharif University of Technology ; Mofid, Masood (Supervisor)
Abstract
The system considered on this structure is for the design on mid-high Buildings from 15 and 20 floors above the base level and n floors below the base level and the limitation of the number of floors is due to the computer facility and restrictions. There is going to be an irregularity in some chosen floor at lower-floor, mid-floor, or upper-floor which is assuming one floor from the structure to have a different height with respect to the others. The height of the considered floor is going to increase up to 25% with respect to the other floors and the design of outriggers with these three assumptions is going to be assessed separately. In this system, a central core of steel is constructed...
Design and Efficient Implementation of Equalizer and Synchronizer Block in Recent Telecommunication Links Standards
, M.Sc. Thesis Sharif University of Technology ; Shabany, Mahdi (Supervisor)
Abstract
Today, telecommunication links transmit information wirelessly at high rates; The transmission channel is not ideal and the transmitted signal undergoes changes in the channel and then reaches the receiver; Also, the processing blocks in the transmitter and receiver are not completely similar and ideal; These two factors make it difficult for the receiver to recover the transmitted information and actually receives a signal that bears little resemblance to the transmitted signal. The most important effect that the channel has on the transmitted signal is due to the multi-path of the channel between the transmitter and the receiver, which causes a signal to reach the receiver through the...
Design and Baseband Hardware Implementation of LiFi WLAN Multi-User Modem
,
M.Sc. Thesis
Sharif University of Technology
;
Shabany, Mahdi
(Supervisor)
Abstract
In recent years, after the emergence of the benefits of optical wire communication, which successfully replaced electromagnetic technologies in some applications. Attention to wireless optical communication technologies has also increased. These technologies will also find their place in telecommunication systems after maturing according to the specific characteristics of light in the coming years. This thesis is a report on the implementation of a LiFi system, which aims to create a wireless local area network based on optical communication. Previously, reports have been written about the implementation of this system, but in this thesis, for the first time, the implementation of hardware...
Non-invasive and Continuous Blood Pressure Measurement Using Pulse Transit Time without Cuff Requirement
, M.Sc. Thesis Sharif University of Technology ; Shabany, Mahdi (Supervisor)
Abstract
This thesis addresses cuff-less blood pressure (BP) estimation, for systolic blood pressure (SBP) and diastolic blood pressure (DBP) estimation with the aid of the processing of vital signals. Both with and without calibration per person approaches for BP estimation are considered. A data acquisition hardware is designed for high-resolution sampling of phonocardiogram (PCG), Photoplethysmogram (PPG) and electrocardiogram (ECG). Using these signals, pulse transit time (PTT) and pulse arrival time (PAT) indexes, which would be used for BP estimation with calibration, are extracted. For the BP estimator model using the calibration, A nonlinear model based on PTT or PAT, via modeling the vessels...
Turbulence Equation-of-State Interaction Modeling in Large Eddy Simulation
, M.Sc. Thesis Sharif University of Technology ; Salehi, Mohammad Mahdi (Supervisor)
Abstract
In most real combustion systems, flow is turbulent (e.g., diesel engines). Therefore, a reliable turbulence modeling approach is necessary to design and analyze a system with turbulent flow. Direct numerical simulation (DNS), Large eddy simulation (LES), and Reynolds-averaged Navier-Stokes (RANS) are the three most mature Computational fluid dynamics (CFD) methods for turbulent flow simulations. Because of LES’s good accuracy and acceptable computational cost. In this project, LES is chosen to simulate the turbulent flow field.Modeled turbulence subgrid scales' interaction with nonlinear flow parameters, needs modeling. In supercritical and transcritical conditions, Equation-of-state is a...
Simulation of Turbulent Premixed Flame using Laminar Flamelet Decomposition Method
, M.Sc. Thesis Sharif University of Technology ; Salehi, Mohammad Mahdi (Supervisor)
Abstract
The purpose of this study is to simulate a turbulent premixed flame with the help of the Laminar Flamelet Decomposition method. Numerical simulation is considered the main approach for studying this flame. A Bunsen-type premixed burner, which has a novel approach to making different levels of turbulence, has been used for modeling the premixed flame. To reduce the cost of numerical calculations, the Reynolds-averaged Navier-Stokes approach has been chosen for the CFD simulation. In this study, the Laminar Flamelet Decomposition model is the main combustion model for analyzing the turbulent premixed flame and with this method, the rate of reactions for all the reaction species will be...
Mobility Aware Intelligent Reflecting Surfaces Assisted Communications : A Deep Reinforcement Learning Approach
, M.Sc. Thesis Sharif University of Technology ; Jafari Siavoshani, Mahdi (Supervisor)
Abstract
The stacked intelligent metasurface has been introduced as an innovative technology in signal processing, enabling the rapid and instantaneous control of electromagnetic waves at the speed of light. In this research, the performance of a wireless system is investigated, where a tunable reconfigurable intelligent surface facilitates communication between a base station equipped with a stacked intelligent metasurface and downstream users, in scenarios where the line-of-sight link is unavailable. One of the main motivations for using stacked intelligent metasurfaces is the reduction in energy consumption, as their presence eliminates the need for radio frequency chains. Unlike traditional...
A Priori Investigation of Laminar Flamelet Decomposition and Conditional Source-term Estimation Methods in Turbulent Premixed Flames
, M.Sc. Thesis Sharif University of Technology ; Salehi, Mohammad Mahdi (Supervisor)
Abstract
An a priori analysis is performed to assess the performances of Laminar Flamelet Decomposition (LFD) and Conditional Source-term Estimation (CSE) methods in predicting conditional and unconditional filtered production rates and mass fractions for turbulent premixed flames over a wide range of Karlovitz numbers, which is an indicator for the level of turbulence-chemistry interaction in premixed combustion.In LFD, it is assumed that a turbulent flame is composed of strained laminar flamelets. By presuming the functional form of the probability density function (PDF) of the progress variable and inverting the integral equation for the unconditional filtered mass fractions of one of the species,...
Improving the Measurement of the Chemiluminescence of Methylidyne (CH*)Species with the Help of Thermometry by Soot Pyrometry Method
, M.Sc. Thesis Sharif University of Technology ; Salehi, Mohammad Mahdi (Supervisor) ; Mardani, Amir (Supervisor)
Abstract
This research introduces temperature measurement by a non-intrusive pyrometric method of the ratio of two colors of soot. For pyrometry, the spectral sensitivity of the Nikon D7100 camera was obtained by developing a neural network based on the results of photographing colored papers and their spectrum, and this camera was used for temperature measurement. Based on the dependence of soot radiation on temperature and the spectral sensitivity of the camera, a calibration chart has been extracted on the ratio of the green channel to the red channel of the camera with the soot temperature, which is used to produce the temperature contour using the flame image. The temperature contour of...
Numerical Study of Exhaust Chemical Composition in a Methane DBD Plasma Actuator under Different Operating Conditions
, M.Sc. Thesis Sharif University of Technology ; Mardani, Amir (Supervisor) ; Salehi, Mohammad Mahdi (Supervisor)
Abstract
In this study, numerical simulations of a Dielectric-Barrier Discharge (DBD) plasma actuator are performed to predict its output chemical composition. The plasma actuator is cylindrical, with two coaxial electrodes and a quartz dielectric. The electrical discharge occurs in a pulsed manner around the quartz wall. This device is utilized for methane conversion in plasma-assisted combustion applications. The effects of voltage, frequency, temperature, and relative permeability parameters on methane conversion and some selected species concentrations were investigated. The results show that plasma discharging converts methane to hydrogen and heavier hydrocarbons such as C2H3, C2H4,C2H5, C2H6,...
Implementation of a Millimeter Wave Imaging Algorithm Based on Compressed Sensing
, M.Sc. Thesis Sharif University of Technology ; Shabany, Mahdi (Supervisor) ; Kavehvash, Zahra (Co-Advisor)
Abstract
Recently, millimeter wave imaging (MMWI) technology is given more attention. This is as a result of three facts. First, despite the infrared or optical cameras, these systems can image a target, which is obscured by one or more optically barriers. Second, the electronics circuits in this band have seen great achievements in the current decade, which facilitate the implementation of MMWI structures. Third, there is no known health hazard for the systems operating in this band with moderate power. Therefore, in this project, a MMWI system based on compressed sensing (CS) for the concealed weapon detection application is proposed. This design consists of a linear antenna array, an appropriate...
Design and Development of a Turbulent Partially-Premixed Jet Burner
, M.Sc. Thesis Sharif University of Technology ; Salehi, Mohammad Mahdi (Supervisor) ; Mardani, Amir (Co-Supervisor)
Abstract
The burners studied in the combustion principles have different types due to the configuration of different types of flames, each of them studies a specific phenomenon of combustion, so researchers need to design burners with the ability to: create different types of combustion flow regimes, changing in mixing rate and performance at critical points are felt more and more. This document describes the process of designing and manufacturing a turbulent jet burner with variable mixing ratio and the ability to create a diverse range of flow regimes and different flame configurations. Mixing rate is the most important characteristic in the stability of premixed flames, so the distinctive feature...
Methylidyne (CH*)Chemiluminescence Measurement in Sooting Flames
, M.Sc. Thesis Sharif University of Technology ; Salehi, Mohammad Mahdi (Supervisor) ; Mardani, Amir (Supervisor)
Abstract
In this study, using a non-interference experimental method, the chemical luminosity of CH* in co-flow diffusion flames with soot and using natural gas hydrocarbon in a laminar flow regime has been investigated. In addition to experimental research, in current research, numerical simulation has been used to extract information such as temperature field, mass fraction of species, and flow structure and comparison and validation with experimental results. Numerical simulation has been used to simulate the mechanism of CH* species formation. Two different mechanisms have been used. In addition, the Soot simulation model from the Moss-Brookes model and radiation heat transfer mechanism...
Deep Learning Based Enhancement of Intrusion Detection Methods
, Ph.D. Dissertation Sharif University of Technology ; Jahangir, Amir Hossein (Supervisor) ; Jafari Siavoshani, Mahdi (Supervisor)
Abstract
We live in the cyber era in which network-based technologies have become omnipresent. Meanwhile, threats and attacks are rapidly growing in cyberspace. Nowadays, some signature-based intrusion detection systems try to detect these malicious traffics. However, as new vulnerabilities and new zero-day attacks appear, there is a growing risk of bypassing the current intrusion detection systems. Many research studies have worked on machine learning algorithms for intrusion detection applications. Their major weakness is to consider the different aspects of network security concurrently. For example, continuous concept drift in normal and abnormal traffic, the permanent appearance of zero-day...
Expectations, Exit, and Voice: Big Data Evidence on Service Quality, Customer Segmentation, and Platform Response
, M.Sc. Thesis Sharif University of Technology ; Ansari, Mahdi (Supervisor) ; Ibrahim Haidar, Jamal (Supervisor)
Abstract
The growing availability of big data enables researchers to go beyond surveys and experiments to observe actual customer behavior in real-time. Understanding customer reactions to service quality is also vital for businesses. Using big data from a courier service company, covering about 70 million package deliveries, we examine how service quality influences customer behavior and how the company responds. We analyze the effect of service quality on demand, differentiating between new and returning customers. We develop a habit formation model and demonstrate that customers form expectations based on their past interactions with the company. Their sensitivity to service quality depends on the...
An Energy-aware Objective Function for Energy-harvesting IOT Infrastructures
, M.Sc. Thesis Sharif University of Technology ; Ejlali, Alireza (Supervisor) ; Hosseini Monazzah, Amir Mahdi (Supervisor)
Abstract
Internet of things (IOT) interconnects a system of low power embedded devices that each of them has a unique identifier, without human intervention. The number of devices of IOT increases every day, therefor routing in the network of IOT is an important challenge. So, Internet Engineering Task Force (IETF) propose a protocol for routing low power and lossy networks in 2012, which is named RPL. Considering the power supply limitation of devices in the network, utilizing energy-aware policies within the RPL is so important. Meanwhile, objective functions have a vital role in the consuming energy. Also, energy consumption determines the lifetime of nodes. Since many of devices are placed in...
Identifying Vulnerabilities of Large Language Models against Adversarial Attacks
,
M.Sc. Thesis
Sharif University of Technology
;
Jalili, Rasool
(Supervisor)
;
Sadeghzadeh, Amir Mahdi
(Supervisor)
Abstract
Large language models are large deep learning models trained on massive datasets; with billions of parameters, they can perform diverse tasks and have rapidly gained importance in human life due to their flexibility and broad applicability. The rapid progress and adoption of these models make their safety a necessity. Large-scale text datasets, usually collected from the internet, contain a considerable amount of inappropriate and harmful content; therefore, developers have turned to alignment mechanisms to steer these models toward human values. Aligned models should provide correct and useful responses while avoiding direct and indirect harm; however, prior work shows that they are not...