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		The effect of foundation uplift on elastic response of soil-structure systems
, Article International Journal of Civil Engineering ; Vol. 12, issue. 2 A , 2014 , p. 244-256 ; Ghannad, M. A ; Sharif University of Technology
								
								
					2014
				
							
				
		
							Abstract
				
					
			
		
										
				It is well-known that the behavior of soil-structure systems can be well described using a limited number of nondimensional parameters. This is the outcome of researches based on the premise that the foundation is bonded to the ground. Here, it is shown the concept can be extended to systems with foundation uplift. A set of non-dimensional parameters are introduced which controls the main features of uplifting systems. The effect of foundation uplift on response of soil-structure systems are investigated parametrically through time history analysis for a wide range of systems subjected to ground motions recorded on different soil types. In particular, the effects of uplift on displacement... 
				
				
				
					Tourism market segmentation in Iran
, Article International Journal of Tourism Research ; Volume 12, Issue 5 , 2010 , Pages 497-509 ; 10992340 (ISSN) ; Sharbatoghlie, A ; Jafarieh, A ; Sharif University of Technology
								
								
					2010
				
							
				
		
							Abstract
				
					
			
		
										
				This study was a prototype segmentation of Iran's inbound tourism market with a concentration on culture. The focus of this paper was to introduce a step by step description of the methodology used to segment Iran's inbound tourism market. In the first phase, cluster analysis was employed to segment the entire market based on two dimensions of tourists' expenditure and cultural traits. In the second phase, the resulting clusters were divided into further subgroups using a common sense approach. Additional variables were utilised to profile the segments, and finally, the segmentation process was verified through outcome analysis  
				
				
				
					Seismic performance of nonlinear soil-structure systems located on soft soil considering foundation uplifting and soil yielding
, Article Structures ; Volume 28 , December , 2020 , Pages 973-982 ; Ghannad, M. A ; Sharif University of Technology
								
					Elsevier Ltd 
				
								
								
					2020
				
							
				
		
							Abstract
				
					
			
		
										
				In most of researches on soil-structure systems, it is assumed that the foundation is bonded to the ground where no foundation uplift is allowed. Uplifting makes changes in force–displacement behavior of the soil-structure systems, which in turn alters structural demands. In this research, a set of non-dimensional parameters is considered which controls the behavior of uplifting systems. The effects of foundation uplift on response of soil-structure system are investigated parametrically through time history analysis for a wide range of systems subjected to harmonic excitation and also ground motions recorded on soft soil with predominant period. It is seen that the response of systems with... 
				
				
				
					Displacement-based design considering soil-structure interaction effects
, Article 8th US National Conference on Earthquake Engineering 2006, San Francisco, CA, 18 April 2006 through 22 April 2006 ; Volume 4 , 2006 , Pages 1928-1937 ; 9781615670444 (ISBN) ; Ghannad, M. A ; Sharif University of Technology
								
								
					2006
				
							
				
		
							Abstract
				
					
			
		
										
				Recently, the traditional strength-based design (SBD) philosophy is being replaced by more relevant displacement-based design (DBD) approach. As a main step, DBD method requires a simplified procedure to estimate the inelastic displacement demands of the structure. This step is usually done by either replacing the non-linear system by an equivalent linear system or employing the well-known concepts of inelastic design spectra. The application of different DBD procedures and their deficiencies, thus, have been the subject of numerous researches during the recent years. However, the effect of soil is usually ignored. On the other hand, it is well-known that soil affects the structural behavior... 
				
				
				
					The Effect of Partial Foundation Uplift on Seismic Performance of Structures
, Ph.D. Dissertation Sharif University of Technology ; Ghannad, Mohammad Ali (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				It is well-known that the behavior of soil-structure systems can be well described using a limited number of non-dimensional parameters. This is the outcome of researches based on the premise that the foundation is bonded to the ground. Here, it is shown the concept can be extended to systems with foundation uplift. A set of non-dimensional parameters are introduced which controls the main features of uplifting systems. The super-structure is modeled as an equivalent single-degree of freedom system with elastic behavior mounted on a rigid foundation resting on distributed tensionless Winkler springs and dampers. The effect of foundation uplift on response of soil-structure systems are... 
				
					Design and Optimization of a 5G Millimeter-Wave Antenna using Machine Learning and its Application in Beamforming of a Phased Array Antenna
, M.Sc. Thesis Sharif University of Technology ; Farzaneh, Forouhar (Supervisor) ; Behroozi, Hamid (Co-Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				The fifth generation of mobile communication has a significant development in comparison to the last generations. However, the available frequency bands in sub-6 GHz frequencies are insufficient to fulfill this development. So the mm-waves bands play an essential role in 5G. The 5G applications demand antennas with low dimensions, wide beam, high gain, and wide bandwidth. In this thesis, a mm-wave antenna is designed and optimized by machine learning to meet 5G requirements. In addition, two arrays of this antenna are proposed with 4 and 8 elements. The analog beamforming is achieved by means of these arrays. The 4-element array is simulated in an IPhone package model. Finally, an antenna... 
				
					DOA estimation based on gridless fuzzy active learning under unknown mutual coupling and nonuniform noise: experimental verification
, Article IEEE Sensors Journal ; Volume 23, Issue 14 , 2023 , Pages 15713-15720 ; 1530437X (ISSN) ; Behroozi, H ; Jafarieh, A ; Mallat, N. K ; Sharif University of Technology
								
					Institute of Electrical and Electronics Engineers Inc 
				
								
								
					2023
				
							
				
		
							Abstract
				
					
			
		
										
				In this article, we proposed an active learning method for the direction-of-arrival (DOA) estimation based on uniform linear array (ULA) antennas with very low computational complexity. In particular, an adaptive fuzzy sampling strategy was used to make a model and refine it according to the snapshot data collected by multiple antennas to estimate the DOA angles. The proposed gridless fuzzy pipeline sequential design zero-forcing (PLSD-ZF) sampling can reduce complexity by dividing the angle space into subsets and using the measurements of the appropriate subsets to obtain more accurate DOA estimates. Our simulation and experiment results demonstrate that the proposed fuzzy PLSD-ZF scheme... 
				
				
				
					An Optimized Wearable Textile Antenna Using Surrogate Ensemble Learning for ISM On-Body Communications
, Article IEEE Transactions on Components, Packaging and Manufacturing Technology ; Volume 13, Issue 8 , 2023 , Pages 1262-1270 ; 21563950 (ISSN) ; Nouri, M ; Noorollahi, H ; Behroozi, H ; Mallat, N. K ; Sharif University of Technology
								
					Institute of Electrical and Electronics Engineers Inc 
				
								
								
					2023
				
							
				
		
							Abstract
				
					
			
		
										
				In this article, a novel microstrip antenna for the new industrial, scientific, and medical (ISM) band (24-25 GHz) with a flexible substrate is proposed. This antenna has a small dimension, high gain, and large bandwidth (BW) in the ISM band. Several tests such as bending tests and gas environment tests are performed to show the potential of the antenna in body area networks' (BANs) applications. The design procedure starts with a simple monopole antenna with a simple ground plane. Then, to change the effective permittivity of the substrate, an array of half circles is subtracted from the ground plane. To avoid increasing the dimension of the antenna, a triangular part and a shunt are added... 
				
				
				
					Hybrid precoding based on active learning for mmWave massive MIMO communication systems
, Article IEEE Transactions on Communications ; Volume 71, Issue 5 , 2023 , Pages 3043-3058 ; 00906778 (ISSN) ; Behroozi, H ; Bastami, H ; Moradikia, M ; Jafarieh, A ; Abdelhadi, A ; Han, Z ; Sharif University of Technology
								
					Institute of Electrical and Electronics Engineers Inc 
				
								
								
					2023
				
							
				
		
							Abstract
				
					
			
		
										
				In this paper, a cost-effective and high-accuracy precoding technique based on ϵ-Fuzzy pareto active learning (FPAL) is proposed for millimeter wave (mmWave) massive MIMO communications. The proposed method achieves a low iteration convergence with low complexity. Two practical structures, namely fully-connected and partially-connected structures are considered for hybrid precoding. Furthermore, the effect of high and low-resolution quantization in the digital-to-analog converter, phase shifter, and imperfect channel state information are discussed. The performance results of the proposed technique and alternating minimization methods beside fully digital techniques are compared and... 
				
				
				
					A dual circularly reconfigurable polarization patch antenna for fifth generation mobile communication systems
, Article Progress In Electromagnetics Research C ; Volume 105 , 2020 , Pages 73-84 ; Nouri, M ; Aghdam, S. A ; Zia, M. T ; Harb, B ; Jafarieh, A ; Sharif University of Technology
								
					Electromagnetics Academy 
				
								
								
					2020
				
							
				
		
							Abstract
				
					
			
		
										
				In this paper, a reconfigurable patch antenna with Circular Polarization (CP) diversity with theoretical discussion and verification is proposed for fifth generation (5G) of mobile communication systems. The proposed antenna contains two PIN diodes, which are correctly placed on the ground plane to obtain polarization diversity. By switching between two ON/OFF modes in the PIN diodes, the proposed antenna can support either the RHCP mode or the LHCP mode. An antenna with the well-matched impedance bandwidths (S11 ≤ −10 dB) of 2.5 GHz (27 ∼ 29.5 GHz) and 3 GHz (36 ∼ 39 GHz) and the dual-band 3-dB axial ratios of 6% (27.3–29 GHz) and 8.4% (35–38.2 GHz) operates in both the RHCP and LHCP modes.... 
				
				
				
					A learning-based dipole yagi-uda antenna and phased array antenna for mmwave precoding and v2v communication in 5g systems
, Article IEEE Transactions on Vehicular Technology ; Volume 72, Issue 3 , 2023 , Pages 2789-2803 ; 00189545 (ISSN) ; Behroozi, H ; Jafarieh, A ; Aghdam, S. A ; Piran, M. J ; Mallat, N. K ; Sharif University of Technology
								
					Institute of Electrical and Electronics Engineers Inc 
				
								
								
					2023
				
							
				
		
							Abstract
				
					
			
		
										
				In this article, a compact, wideband Yagi-Uda antenna and its phased array antenna is optimized by a multi-objective antenna for the millimeter-wave (mmWave) band of fifth generation (5G) communication systems. Ten geometrical parameters of a single Yagi-Uda antenna are selected to widen the 5G operating bandwidth (BW) and increase the gain together using the Kriging model builder and pipeline sequential design (PLSD) in combined sampling strategy. The single antenna element provides a wide impedance bandwidth (IBW) from 26 to 34 GHz with 20% and a peak measured gain of 5.5 dBi at frequency 28 GHz. The optimized antenna provides a high growth of 27.7% and a 2 dB increase in peak gain over... 
				
				
				
					Rcci Curvature for Metric-Measure Space via Optimal Transport
, M.Sc. Thesis Sharif University of Technology ; Bahraini, Alireza (Supervisor) ; Ranjbar Motlagh, Alireza (Co-Advisor)
							Abstract
				
					
		
		
		
		
		
		
										
				One of the important questions in mathematics is generalized. In case of metric spaces, one of the questions is: Can we extend notions of Riemannian geometry to arbitrary metric spaces smoothly? Ricci curvature is one of the most important concepts in differential geometry. Ricci curvature is defined for the Riemannian manifold and has many applications in mathematics and physics like Einstein’s equation in relativity theory. There is a good notion for a metric space having “sectional curvature bounded below by K” or “sectional curvature bounded above by K”, due to Alexandrov. Can we define the concept of Ricci curvature in metric space? A motivation for this question comes from Gromov’s... 
				
					An optimized small compact rectangular antenna with meta-material based on fast multi-objective optimization for 5G mobile communication
, Article Journal of Computational Electronics ; Volume 20, Issue 4 , 2021 , Pages 1532-1540 ; 15698025 (ISSN) ; Abazari Aghdam, S ; Jafarieh, A ; Mallat, N. K ; Jamaluddin, M. H ; Dor Emami, M ; Sharif University of Technology
								
					Springer 
				
								
								
					2021
				
							
				
		
							Abstract
				
					
			
		
										
				The main purpose of this paper is to present a novel procedure for accelerating a multi-objective optimization method of designing a 5G antenna. The optimization method was chosen after comparing four learning optimization algorithms. The Kriging algorithm was found to be superior to the Artificial Neural Network (ANN), Support Vector Machine (SVM), and Rational algorithms. Our methodology is creatively correlated to exploit some cost functions of height, the Dielectric constant of the substrate, and meta-material design variables, with a view to reducing the return loss and increasing the gain in learning from the Kriging model builder techniques. This was fully achieved in the present... 
				
				
				
					, M.Sc. Thesis Sharif University of Technology ; Khaloo, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				Seismic design codes reduce loads by using response modification factor. Because of the reserved strength in structural elements and capacity of structure to dissipate energy, structures can be designed for lower seismic loads. This factor has modified over time. In this thesis, the effect of the reduction in behavior factor on the response of two kinds of reinforced concrete systems were evaluated. Moment resisting frames and dual systems with different heights and regularity in plan, heve been design according to the behavior factor which is recommended in the 3rd edition of the Iranian codes of practice for seismic resistance design of buildings (Standard No. 2800). Drift and... 
				
					Prediction of Financial Markets Using Combination of Artificial Intelligence and Technical Analysis
, M.Sc. Thesis Sharif University of Technology ; Haji, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				Generally, nowadays, machine learning methods are used in many different areas for their superiority over other methods of prediction. Although being a tough task, stock market prediction with machine learning approaches is being spread due to satisfying results published ever yday. Machine learning methods usually use varied kinds of data ,including structured data such as market data, technical indicators and some fundamental data as well as unstructured one entailing text and graph data in order to enhance their predictability capacity. In this thesis we aimed to find out more about the importance and the contribution of structured data in prediction and we tried to attain a framework... 
				
					, M.Sc. Thesis Sharif University of Technology ; Hajji, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				This thesis presents an inventory control system which is based on Meta-heuristic Algorithms.In this thesis we will optimize the input values of our tree-echelon inventory model (keeping costs,stock worth,reorder costs,...) with these Algorithms. The presented method is able to determine the optimal stock level, costs of system and number of shipments in the system. The method is basically a decision support system (DES) and it is able to provide the order scheduling parameters of goods at operational level. The aim of the current research is to demonstrate that a Meta-heuristic algorithmis capable of solving complex inventory problems and with future improvements it is able to achieve... 
				
					The Ricci Flow with Applications to the Poincare and Calabi Conjectures
, M.Sc. Thesis Sharif University of Technology ; Bahreini, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				Poincare conjecture is one of the rst eorts for classifying 3-manifolds that was stated in the begining of 20th century. Eorts for proving this conjecture continued for about 100 years and nally Perelman has solved it in 2003. He has used Ricci  ow which has been invented by Richard Hamilton in the early 80's. In this thesis rst we will introduce Ricci  ow and will state the results before Perelman such as short time and long time existence of solution. Then we will mention some applications of Ricci ow and will state an explanation of the proof of uniformization and Calabi conjecture by Ricci ow. After that we start the main part of the thesis. In this part we will montion one of the... 
				
					Feasibility And Study(CNG Cylinder Production Plant)
, M.Sc. Thesis Sharif University of Technology ; Haji, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				Nowadays best using of fossil fuels sources of the country (and) importance of comparison against lack of capacity in petrol production make determined the programmers and the directors to foresee and design expanded programs of the goals, to use natural gas for car fuels. To reach fulfillment of these programs, the confirmed needs of the natural gas cylinders are improved and make it essential to invest on producing compressive natural gas cylinders. In this way economical and technical change researches has been done in order to construct on department to produce 200,000 compressive natural gas cylinders in a year during two sets.(shifts) According to the results of technical researches... 
				
					Synthesis, Characterization and Field Emission Study of Molybdenum Oxide (MoOx)Nanostructures
, M.Sc. Thesis Sharif University of Technology ; Moshfegh, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				Different molybdenum oxide nano/micro structure thin films were synthesized by thermal evaporation method under various growth conditions such as deposition time, temperature and evaporation source-substrate distance. Molybdenum oxide nanostructures grown on Si(100) such as nanowalls, nanostars and nanowires were characterized with scanning electron microscopy (SEM), x-ray photoelectron spectroscopy (XPS), x-ray diffraction (XRD), atomic force microscopy (AFM) and high resolution transmission electron microscopy (HRTEM). Shape and type of nanostructures were determined with SEM, AFM and HRTEM analysis. XPS analysis showed that the synthesized nanostructures contained Mo6+, Mo5+, Mo4+ and... 
				
					Identification and Abnormal Condition Detection of a Cement Rotary Kiln
, M.Sc. Thesis Sharif University of Technology ; Fatehi, Alireza (Supervisor)
							Abstract
				
					
		
		
		
		
		
		
										
				One of the most important parts of a cement factory is the cement rotary kiln which plays a key role in quality and quantity of produced cement. In this part, the physical exertion and bilateral movement of air and materials, together with chemical reactions take place. Thus, this system has immensely complex and nonlinear dynamic equations. These equations have not worked out yet. Only in exceptional case; however, a large number of the involved parameters were crossed out and an approximation model was presented instead. This issue caused many problems for designing a cement rotary kiln controller. In this thesis, we employed a nonlinear system identification method for identification,... 
				
					