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    Towards Robust Anomaly Detectors by Fake Data Generation

    , M.Sc. Thesis Sharif University of Technology Mirzaei Sadeghlou, Hossein (Author) ; Rohban, Mohammad Hossein (Supervisor)
    Abstract
    Detecting out-of-distribution (OOD) input samples at the inference time is a key element in the trustworthy deployment of intelligent models. While there has been a tremendous improvement in various flavors of OOD detection in recent years, the detection performance under adversarial settings lags far behind the performance in the standard setting. In order to bridge this gap, we introduce RODEO in this paper, a data-centric approach that generates effective outliers for robust OOD detection. More specifically, we first show that targeting the classification of adversarially perturbed in- and out-of-distribution samples through outlier exposure (OE) could be an effective strategy for the... 

    Satellite Attitude Estimation Using MEMS

    , M.Sc. Thesis Sharif University of Technology Mirzaei Teshnizi, Masoud (Author) ; Pourtakdoost, Hossein (Supervisor)
    Abstract
    This thesis deals with the attitude estimation based on low cost sensor for a micro satellite in a circular, low earth orbit (LEO) and sensor calibration. With two body problem theory and Quaternion formulation, rotational motion is modeled. In addition gravity gradient effect is considered on satellite orbital elements. Using a 3-axis MEMS-based magnetometer and a sun sensor as two measurement systems, low cost attitude estimation is proposed. Bias and Scale factor are presented to model deterministic sensor error and white Gaussian noise to model stochastic sensor error. It is shown that by sensor calibration the estimation accuracy will improve. Non-linear estimation methods EKF, SRUKF... 

    Production of Alloying Bonded Flux and Sdudy of Weld Metal Peroperties in Submerged Arc Welding

    , M.Sc. Thesis Sharif University of Technology Mohammad Mirzaei, Mahdi (Author) ; Kokabi, Amir Hossein (Supervisor)
    Abstract
    The effect of alloying elements such as Chrome, Molybdenum and Chrome-Molybdenum on microstructure and mechanical properties of submerged-arc weld of structural St37 and 4135 Chromoly Steel was investigated. Addition of alloying elements was done through flux and slag-weld metal reactions. Bonded flux was used to achieve this purpose. Mechanical properties were studied by means of Longitudinal Tensile, Hardness and Charpy V-notch tests. Microstructure was studied by means of Optical and Scanning Electron Microscope. The results show that chromium increase Ultimate Tensile Strength (UTS) and impairs Impact Toughness (IT), although it increases the percentage of acicular ferrite (AF). In the... 

    Modeling Two-Dimensional Face from DNA Using the Face Embedding Approach in Deep Learning

    , M.Sc. Thesis Sharif University of Technology Mirzaei, Mohammad Amin (Author) ; Hossein Khalaj, Babak (Supervisor)
    Abstract
    the purpose of this research is to construct the facial image of a person from corresponding DNA. In this problem, we have a set of DNAs and facial images and we want to find the relation between the DNA and the features of facial images.using this relation we can find the facial Image of a person using the DNA. for this purpose we should first extract the features of faces that have the most variation among the population. by studying the feature extraction methods in this field, we borrow the deep neural network method that is used in face recognition fields.we found significant relations between DNA and extracted features from this network. finally using this relation we can predict the... 

    Transient analysis of injection-locked frequency dividers

    , Article 2002 45th Midwest Symposium on Circuits and Systems, Tulsa, OK, 4 August 2002 through 7 August 2002 ; Volume 3 , 2002 , Pages III381-III384 Mirzaei, A ; Sharif University of Technology
    2002
    Abstract
    Injection locked frequency dividers (ILFD) are used for frequency division to reduce the overall power consumption. By injecting a high frequency signal to an LC oscillator, injecting signal gets synchronous with oscillator output. All ILFDs analysis reports are based on steady state solution when locking is reached. At the same time, it is important to consider transient analysis too. In this paper a simple model is developed to study phase transient analysis when injecting signal is small in amplitude. This model can be used for large signal injection as a good approximation  

    A very low power CMOS, 1.5V, 2.5GHz prescaler

    , Article 2002 45th Midwest Symposium on Circuits and Systems, Tulsa, OK, 4 August 2002 through 7 August 2002 ; Volume 3 , 2002 , Pages III378-III380 Mirzaei, A ; Sharif University of Technology
    2002
    Abstract
    A very low power CMOS, 1.5V, 2.5GHz prescaler was designed. Implemented in 0.25u standard CMOS technology, this prescaler can operate up to 3GHz range. The prescaler consists of three delay flip flops (DFF) that work synchronously with RF sinusoidal clock and divides by 4 or 5 according to control signal  

    A 5 GHz, 1.5 Volt and very low-power cmos frequency synthesizer for wireless communications

    , Article 2002 45th Midwest Symposium on Circuits and Systems, Tulsa, OK, 4 August 2002 through 7 August 2002 ; Volume 3 , 2002 , Pages III536-III539 Mirzaei, A ; Sharif University of Technology
    2002
    Abstract
    A 5GHz, 1.5 Volt and low power CMOS frequency synthesizer with LC-tuned VCO (voltage controlled oscillator) is presented. The synthesizer consists of an LC-tuned VCO, an injection-lock frequency divider, a very low power prescaler which brings 2.5GHz range frequency to 11 MHz, a phase-frequency detector and charge-pump with improved architecture. Spiral inductors with Q-factor of 9 are used for the LC-tuned 5 GHz VCO. A fixed 2 frequency divider based on injection-locking phenomenon is used to bring 5 GHz VCO frequency to 2.5GHz. Both VCO and injection-locked divider's oscillators are tuned with NMOS varactors with their bodies are grounded, resulting in about 700 MHz tuning range.... 

    Codification of Reliability Evaluation Software in UAVs Industry

    , M.Sc. Thesis Sharif University of Technology Mirzaei, Payman (Author) ; Banazadeh, Afshin (Supervisor)
    Abstract
    In every modern society, the engineers and technical managers are in charge of planning, designing, manufacturing and utilizing the simplest products to the most complex systems. This shows the importance of reliability management in engineering systems. Inattention to the reliability of such systems leads to the difficulty or even impossibility in planning or utilizing them. Malfunction of products and systems results in disruption in different levels and can be regarded as a severe threat to society and environment.
    Therefore, consumers and general public expect products and systems to be durable, reliable and safe. Thus, the main question is how safe and how reliable the system will... 

    Exception Fault Localization in Smart Mobile Applications

    , M.Sc. Thesis Sharif University of Technology Mirzaei, Hamed (Author) ; Heydarnoori, Abbas (Supervisor)
    Abstract
    In software programs, most of the time, there is a chance of error, even though they are tested carefully. Finding error-related pieces of code is one of the most complicated tasks and it can make incorrect results if done manually. Semi-automated and fully-automated methods have been introduced to overcome this issue. The rapid growth of developing smart mobile applications (SMAs) in recent years, competition among the development teams and many other factors have increased the chance of errors and hence, the quality of these applications have reduced. There are two approaches to test SMAs in order to reach a high degree of quality: (1) using existing traditional methods and adapting them... 

    Quality evaluation of Jajrood river (IRAN) by quality indices methods

    , Article 2012 International Conference on Advances in Materials Science and Engineering, AMSE 2012, Seoul, 9 December 2012 through 10 December 2012 ; Volume 650 , 2013 , Pages 652-657 ; 10226680 (ISSN); 9783037855997 (ISBN) Mirzaei, M ; Hasanian, H ; Sharif University of Technology
    2013
    Abstract
    This Regular evaluation and analysis of river quality helps accurate management to reach acceptable quality. In this study, water quality indices (WQI) method applied to evaluate quality of Jajrood River which is one of the main sources of Tehran drinking water. It helps to subsidize management actions in Jajrood watershed. Sampling carried out for 9 years during 2001-2010 in 10 stations along the river in wet and dry stations to identify water quality and the main source of pollution. Results show water quality in all stations classifies as medium according to National Sanitation Foundation (NSF) and water quality index in wet season is better than the corresponding value in dry seasons.... 

    Exception fault localization in android applications

    , Article Proceedings - 2nd ACM International Conference on Mobile Software Engineering and Systems, MOBILESoft 2015, 16 May 2015 through 17 May 2015 ; 2015 , Pages 156-157 ; 9781479919345 (ISBN) Mirzaei, H ; Heydarnoori, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    In software programs, most of the time, there is a chance of error, even though they are tested carefully. Finding error-related pieces of code is one of the most complicated tasks and it can make incorrect results if done manually. Semi-automated and fully-automated methods have been introduced to overcome this issue. The rapid growth of developing Smart Mobile Applications (SMAs) in recent years, competition among the development teams and many other factors have increased the chance of errors, and hence, the quality of these applications have reduced. There are two approaches to test SMAs in order to reach a high degree of quality: (i) using existing traditional methods and adapting them... 

    Localizing exception faults in Android applications

    , Article Scientia Iranica ; Volume 26, Issue 3 D , 2019 , Pages 1567-1588 ; 10263098 (ISSN) Mirzaei, H ; Heydarnoori, A ; Sharif University of Technology
    Sharif University of Technology  2019
    Abstract
    In software programs, most of the time, there is a chance for occurrence of faults in general, and exception faults in particular. Localizing those pieces of code that are responsible for a particular fault is one of the most complicated tasks, and it can produce incorrect results if done manually. Semi-automated and fully-automated techniques have been introduced to overcome this issue. However, despite recent advances in fault localization techniques, they are not necessarily applicable to Android applications because of their special characteristics such as context-awareness, use of sensors, being executable on various mobile devices, limited hardware resources, etc. To this aim, in this... 

    Preparation and Characterization of Supercapacitor Nanocomposites Based on Polyaniline and Hybrid of Nano Metal/Metal Oxide Particles

    , M.Sc. Thesis Sharif University of Technology Mirzaei, Kamyar (Author) ; Shojaei, Akbar (Supervisor)
    Abstract
    Supercapacitors are one of the most important energy storage devices that have been researched with respect to the development of hybrid cars. Polymer composites have received much attention due to the electrochemical properties of conductive polymers and the synergistic effects of the composite components. In the present Thesis, in order to investigate the synergistic effect of gold nanoparticles with MnO2 nanorods as a metal oxide and polyaniline as a conductive polymer and graphene as a carbon material, two groups of composites were synthesized in the presence and absence of graphene. Characterization of the electrode material is carried out by XRD, FT-IR and FE-SEM tests. The... 

    Localizing exception faults in Android applications

    , Article Scientia Iranica ; Volume 26, Issue 3 D , 2019 , Pages 1567-1588 ; 10263098 (ISSN) Mirzaei, H ; Heydarnoori, A ; Sharif University of Technology
    Sharif University of Technology  2019
    Abstract
    In software programs, most of the time, there is a chance for occurrence of faults in general, and exception faults in particular. Localizing those pieces of code that are responsible for a particular fault is one of the most complicated tasks, and it can produce incorrect results if done manually. Semi-automated and fully-automated techniques have been introduced to overcome this issue. However, despite recent advances in fault localization techniques, they are not necessarily applicable to Android applications because of their special characteristics such as context-awareness, use of sensors, being executable on various mobile devices, limited hardware resources, etc. To this aim, in this... 

    Microstructure evolution mechanism and corrosion behavior of transient liquid phase bonded 304l stainless steel

    , Article Metals and Materials International ; Volume 27, Issue 9 , 2021 , Pages 3417-3431 ; 15989623 (ISSN) Mirzaei, S ; Binesh, B ; Sharif University of Technology
    Korean Institute of Metals and Materials  2021
    Abstract
    Abstract: Transient liquid phase (TLP) bonding of 304L austenitic stainless steel was carried out using MBF-20 interlayer at 1070 °C with different holding times. The effect of bonding time on the microstructure and corrosion resistance of the TLP bonded samples was investigated aiming to obtain the optimal bonding time. The results showed that isothermal solidification was completed within 45 min at 1070 °C and shorter holding times gave rise to the formation of intermetallic compounds at the joint centerline. It was found that the solidification sequence in the joint region is as follows: (1) isothermal solidification of γ solid solution, (2) formation of ternary eutectic of γ + Ni boride... 

    An Investigation Into the Energy Absorption of Severely Plastic Deformed Low Carbon Steel

    , M.Sc. Thesis Sharif University of Technology Mirzaei, Hassan (Author) ; Kazeminezhad, Mohsen (Supervisor)
    Abstract
    So far many investigations was performed in the field of energy absorption of mono and bi-layer sheets. As respects, severe plastic deformation process causes grain refinement and strength increase, there is not any study in feild of energy absorption of the severely plastic deformed sheets. The aim of this project was to investigate energy absorption of constrain groove pressed sheets by using different methods such as tensile test and wedge tear test. In this project, low carbon steel was processed by constrain groove press and mechanical properties of sheets was investigated, by using tensile test. It has been observed that ductility reduced and strength increased with increasing the... 

    Scaling equations for oil/gas recovery from fractured porous media by counter-current spontaneous imbibition: From development to application

    , Article Energy and Fuels ; Vol. 27, issue. 8 , July , 2013 , p. 4662-4676 ; ISSN: 08870624 Mirzaei-Paiaman, A ; Masihi, M ; Sharif University of Technology
    2013
    Abstract
    Spontaneous imbibition, the capillary-driven process of displacing the nonwetting phase by the wetting phase in porous media, is of great importance in oil/gas recovery from matrix blocks of fractured reservoirs. The question of how properly scaling up the recovery by counter-current spontaneous imbibition has been the subject of extensive research over decades, and numerous scaling equations have been proposed. As a convention, the scaling equations are usually defined analytically by relating the early time squared recovery to squared pore volume. We show this convention does not apply to common scaling practices and, if used, causes nontrivial scatter in the scaling plots. We explain that... 

    Scaling equations for oil/gas recovery from fractured porous media by counter-current spontaneous imbibition: From development to application

    , Article Energy and Fuels ; Volume 27, Issue 8 , 2013 , Pages 4662-4676 ; 08870624 (ISSN) Mirzaei Paiaman, A ; Masihi, M ; Sharif University of Technology
    2013
    Abstract
    Spontaneous imbibition, the capillary-driven process of displacing the nonwetting phase by the wetting phase in porous media, is of great importance in oil/gas recovery from matrix blocks of fractured reservoirs. The question of how properly scaling up the recovery by counter-current spontaneous imbibition has been the subject of extensive research over decades, and numerous scaling equations have been proposed. As a convention, the scaling equations are usually defined analytically by relating the early time squared recovery to squared pore volume. We show this convention does not apply to common scaling practices and, if used, causes nontrivial scatter in the scaling plots. We explain that... 

    Toward design and fabrication of wind-driven vehicles: Procedure to optimize the threshold of driving forces

    , Article Applied Mathematical Modelling ; Volume 37, Issue 1-2 , 2013 , Pages 50-61 ; 0307904X (ISSN) Mirzaei, P. A ; Rad, M ; Sharif University of Technology
    2013
    Abstract
    Wind energy has been continuously considered as a green, available, and economical alternative source of energy. For centuries, the transformed wind energy to drag-force has been used for transportation in watercrafts. With improvement of aerodynamics, the airfoil was invented to create and use a higher magnitude aerodynamic force, lift-force, in order to elevate airplanes. Later, the lift-force was horizontally applied as the thrust force in land/water wind-crafts. Whereas in airplanes horizontal airfoils (wing) create a vertical lift-force, installed vertical airfoils (wing-sail) produce a horizontal lift-force in wind-crafts. Therefore, this force can be used as thrust (driving) force in... 

    Attitude estimation and sensor identification utilizing nonlinear filters based on a low-cost MEMS magnetometer and sun sensor

    , Article IEEE Aerospace and Electronic Systems Magazine ; Volume 30, Issue 12 , December , 2015 , Pages 20-33 ; 08858985 (ISSN) Mirzaei Teshnizi, M ; Shirazi, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    A combination of low-cost micro-electoro-mechanical sensors (MEMSs) and nonlinear attitude estimation algorithm techniques can provide an inexpensive and accurate system for navigation and attitude determination. The features of MEMSs are their light weight and small size; hence, the MEMSs have found significant attention in low-cost navigation and control systems [1]. A common disadvantage of these sensors is the significant errors that accompany the corresponding measurements. The accuracy obtained using MEMSs depends on a number of factors, such as scale factor, bias, and random noise corrections [2]. However, these low-cost sensors suffer from large noise and errors, making calibration...