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Artificial neural network for predicting the safe temporary artery occlusion time in intracranial aneurysmal surgery
, Article Journal of Clinical Medicine ; Volume 10, Issue 7 , 2021 ; 20770383 (ISSN) ; Ghodsi, S. M ; Zangeneh Soroush, M ; Ansari, S ; Kamali Ardakani, S ; Sharif University of Technology
MDPI
2021
Abstract
Background. Temporary artery clipping facilitates safe cerebral aneurysm management, besides a risk for cerebral ischemia. We developed an artificial neural network (ANN) to predict the safe clipping time of temporary artery occlusion (TAO) during intracranial aneurysm surgery. Method. We devised a three-layer model to predict the safe clipping time for TAO. We considered age, the diameter of the right and left middle cerebral arteries (MCAs), the diameter of the right and left A1 segment of anterior cerebral arteries (ACAs), the diameter of the anterior communicating artery, mean velocity of flow at the right and left MCAs, and the mean velocity of flow at the right and left ACAs, as well...
Robust parameter design using the weighted metric method-the case of 'the smaller the better'
, Article International Journal of Applied Mathematics and Computer Science ; Volume 19, Issue 1 , 2009 , Pages 59-68 ; 1641876X (ISSN) ; Noorossana, R ; Akhavan Niaki, T ; Lahijanian, H ; Sharif University of Technology
2009
Abstract
In process robustness studies, it is desirable to minimize the influence of noise factors on the system and simultaneously determine the levels of controllable factors optimizing the overall response or outcome. In the cases when a random effects model is applicable and a fixed effects model is assumed instead, an increase in the variance of the coefficient vector should be expected. In this paper, the impacts of this assumption on the results of the experiment in the context of robust parameter design are investigated. Furthermore, two criteria are considered to determine the optimum settings for the control factors. In order to better understand the proposed method and to evaluate its...
An efficient max-log MAP algorithm for VLSI implementation of turbo decoders
, Article Proceedings - IEEE International Symposium on Circuits and Systems, 24 May 2015 through 27 May 2015 ; Volume 2015-July , 2015 , Pages 1794-1797 ; 02714310 (ISSN) ; 9781479983919 (ISBN) ; Shabany, M ; Sharif University of Technology
Institute of Electrical and Electronics Engineers Inc
2015
Abstract
Long term evolution (LTE)-advanced aims the peak data rates in excess of 3 Gbps for the next generation wireless communication systems. Turbo codes, the specified channel coding scheme in LTE, suffers from a low-decoding throughput due to its iterative decoding algorithm. One efficient approach to achieve a promising throughput is to use multiple Maximum a Posteriori (MAP) cores in parallel, resulting in a large area overhead, a big drawback. The scaled Max-log MAP algorithm is a common approach to implement the MAP algorithm due to its efficient architecture with its acceptable performance. Although many works have been reported to reduce the area of the MAP unit, an efficient VLSI...
A novel area-efficient VLSI architecture for recursion computation in LTE turbo decoders
, Article IEEE Transactions on Circuits and Systems II: Express Briefs ; Volume 62, Issue 6 , 2015 , Pages 568-572 ; 15497747 (ISSN) ; Shabany, M ; Sharif University of Technology
Institute of Electrical and Electronics Engineers Inc
2015
Abstract
Long-term evolution (LTE) is aimed to achieve the peak data rates in excess of 300 Mb/s for the next-generation wireless communication systems. Turbo codes, the specified channel-coding scheme in LTE, suffer from a low-decoding throughput due to its iterative decoding algorithm. One efficient approach to achieve a promising throughput is to use multiple maximum a posteriori (MAP) cores in parallel, resulting in a large area overhead. The two computationally challenging units in an MAP core are α and β recursion units. Although several methods have been proposed to shorten the critical path of these recursion units, their area-efficient architecture with minimum silicon area is still missing....
A low-complexity fully scalable interleaver/address generator based on a novel property of QPP interleavers
, Article Proceedings - IEEE International Symposium on Circuits and Systems, 28 May 2017 through 31 May 2017 ; 2017 ; 02714310 (ISSN) ; 9781467368520 (ISBN) ; Shabany, M ; Sharif University of Technology
2017
Abstract
5-th generation mobile networks aim the peak data rates in excess of few Gbs, which may appear to be challenging to achieve due to the existence of some blocks such as the turbo decoder. In fact, the interleaver is known to be a major challenging part of the turbo decoder due to its need to the parallel interleaved memory access. LTE uses Quadratic Permutation Polynomial (QPP) interleaver, which makes it suitable for the parallel decoding. In this paper, a new property of the QPP interleaver, called the correlated shifting property, is theoretically proved, leading to a fully scalable interleaver and a low-complexity address generator for an arbitrary order of parallelism. The proposed...
An efficient VLSI architecture of QPP interleaver/deinterleaver for LTE turbo coding
, Article Proceedings - IEEE International Symposium on Circuits and Systems ; 2013 , Pages 797-800 ; 02714310 (ISSN) ; 9781467357609 (ISBN) ; Mahdavi, M ; Shabany, M ; Sharif University of Technology
2013
Abstract
Long Term Evolution (LTE) supports peak data rates in excess of 300 Mb/s. A good approach to achieve such rates is by parallelizing the required processing in turbo decoders. An interleaver is an important part of a turbo decoder. LTE uses the Quadratic Permutation Polynomial (QPP) interleaver, which makes it suitable for parallel decoding. In this paper, we propose an efficient architecture for the QPP interleaver, called the Add-Compare-Select (ACS) permuting network. A unique feature of the proposed architecture is that it can be used both as the interleaver and deinterleaver leading to a high-speed low-complexity hardware interleaver/deinterleaver for turbo decoding. The proposed design...
An accurate semi-analytical method for an arbitrarily oriented edge or interior crack in an anisotropic homogeneous elastic solid
, Article European Journal of Mechanics, A/Solids ; Vol. 45 , May , 2014 , pp. 133-142 ; ISSN: 09977538 ; Shodja, H. M ; Sharif University of Technology
2014
Abstract
In this work, a general semi-analytical method for the determination of the elastic fields within an anisotropic homogeneous elastic solid with an inclined edge or interior crack is developed. In this method, the displacement field is represented as a sum of a function and a finite series of functions with unknown coefficients. The functions are constructed in such a way that all the essential homogeneous and inhomogeneous boundary conditions are satisfied exactly and, moreover, the displacement discontinuity across the crack faces as well as the exact singular behaviour of the stress field at the crack-tip are captured. The unknown coefficients are determined by utilizing the principle of...
The scattering of P-waves by a piezoelectric particle with FGPM interfacial layers in a polymer matrix
, Article International Journal of Solids and Structures ; Volume 47, Issue 18-19 , 2010 , Pages 2390-2397 ; 00207683 (ISSN) ; Shodja, H. M ; Sharif University of Technology
2010
Abstract
Propagation of P-wave in an unbounded elastic polymer medium which contains a set of nested concentric spherical piezoelectric inhomogeneities is formulated. The polymer matrix is made of Epoxy and is isotropic; each phase of the inhomogeneity is made of a different piezoelectric material and is radially polarized and has spherical isotropy. Note that the individual phases are homogeneous, and all interfaces are perfectly bonded. The scattered displacement and electric potentials in the matrix are expressed in terms of spherical wave vector functions and Legendre functions, respectively. The transmitted displacement and electric potentials within each phase of the piezoelectric particle are...
Interaction of a screw dislocation and an embedded nonuniformly coated circular fiber with imperfect interfaces
, Article International Journal of Solids and Structures ; Volume 182-183 , 2020 , Pages 295-306 ; Shodja, H. M ; Sharif University of Technology
Elsevier Ltd
2020
Abstract
The eccentricity between the circular fiber and its coating as well as the imperfection at the fiber-coating-matrix interfaces associated with certain composites can have a remarkable effect on the movement of a dislocation. For an in-depth understanding of such phenomena, the present work provides an exact analytical solution for the interaction between an eccentrically coated circular inhomogeneity embedded in an infinite elastic medium with imperfect interfaces and a screw dislocation. The dislocation may be located inside one of the regions: the core inhomogeneity, coating, or the matrix. The corresponding boundary value problem is solved by using conformal mapping and complex potential...
Evaluation of permeable pavement responses to urban surface runoff
, Article Journal of Environmental Management ; Volume 187 , 2017 , Pages 43-53 ; 03014797 (ISSN) ; Delkash, M ; Tajrishy, M ; Sharif University of Technology
Academic Press
2017
Abstract
The construction of permeable pavement (PP) in sidewalks of urban areas is an alternative low impact development (LID) to control stormwater runoff volume and consequently decrease the discharge of pollutants in receiving water bodies. In this paper, some laboratory experiments were performed to evaluate the efficiency of a PP subjected to sediment loadings during its life span. Simple infiltration models were validated by the laboratory experiments to evaluate the trend and extend of PP infiltration capacity throughout the life of the pavement operation. In addition, performances of the PP in removing total suspended solids (TSS) and selective nutrient pollutants such as NO3 −, NH4 + and...
The scattering of electro-elastic waves by a spherical piezoelectric particle in a polymer matrix
, Article International Journal of Engineering Science ; Volume 44, Issue 10 , 2006 , Pages 633-649 ; 00207225 (ISSN) ; Shodja, H. M ; Sharif University of Technology
2006
Abstract
This paper is devoted to the study of scattering of plane harmonic waves by a piezoelectric sphere with spherical isotropy embedded in an unbounded isotropic polymer matrix. The scattered displacement field and the electric potential in the matrix are expressed in terms of spherical vector wave functions and spherical harmonic functions, respectively. For the field points inside the inhomogeneity, new displacement functions are introduced. Expansion of the new displacement functions and the electric potential in terms of spherical harmonic functions, the equations of motion and electrostatic lead to four second order ordinary differential equations (odes), where three of them are coupled....
A semi-analytical method for piezocomposite structures with arbitrary interfaces
, Article Computer Methods in Applied Mechanics and Engineering ; Volume 194, Issue 42-44 , 2005 , Pages 4588-4604 ; 00457825 (ISSN) ; Shodja, H. M ; Sharif University of Technology
2005
Abstract
A general three-dimensional semi-analytical solution of piezocomposite media consisting of various domains of distinct electro-mechanical properties is proposed. The interfaces between the domains may be non-planar. The geometry and boundary conditions may be arbitrary, and the applied loading can be in the form of traction, displacement, voltage, or any combination of them. In this approach, the unknown displacement field u1, u2, u3, and the electric potential φ are taken as appropriate functions in each domain, such that the continuity of the displacement field and the electric potential are exactly satisfied at the interfaces. Also, the continuities of traction stresses and normal...
Comparing the effect of lifestyle, travel and residential attitudes on male and female commute mode choice
, Article Scientia Iranica ; Volume 31, Issue 19 , 2024 , Pages 1752-1766 ; 10263098 (ISSN) ; Kermanshah, M ; Sharif University of Technology
2024
Abstract
Due to the differences between men and women, they are expected to exhibit different travel behaviors. In developing countries, there are limited studies on citizen travel behavior. The main aim of this study is to clarify the transportation behavior distinctions between men and women by modeling the effect of lifestyles and attitudes on the commuters’ mode choice. For this purpose, an interview questionnaire was designed, and 979 participants were interviewed in Tehran. Questions were posed about attitudes toward transportation, attitudes toward residential location, and lifestyle of individuals. The results of factor analysis indicate a significant difference between men’s and women’s...
A Particle swarm optimization algorithm for solving pricing and lead time quotation in a dual-channel supply chain with multiple customer classes
, Article Advances in Operations Research ; Volume 2020 , 2020 ; Alimohammadi Ardakani, M ; Modarres, M ; Sharif University of Technology
Hindawi Limited
2020
Abstract
The combination of traditional retail channel with direct channel adds a new dimension of competition to manufacturers' distribution system. In this paper, we consider a make-to-order manufacturer with two channels of sale, sale through retailers and online direct sale. The customers are classified into different classes, based on their sensitivity to price and due date. The orders of traditional retail channel customers are fulfilled in the same period of ordering. However, price and due date are quoted to the online customers based on the available capacity as well as the other orders in the pipeline. We develop two different structures of the supply chain: centralized and decentralized...
Implementing spectral decomposition of time series data in artificial neural networks to predict air pollutant concentrations
, Article Environmental Engineering Science ; Volume 32, Issue 5 , January , 2015 , Pages 379-388 ; 10928758 (ISSN) ; Zare Shahne, M ; Arhami, M ; Sharif University of Technology
Mary Ann Liebert Inc
2015
Abstract
A model to predict air pollutants' concentrations was developed by implementing spectral decomposition of time series data, obtained by Kolmogorov-Zurbenko filter, in Artificial Neural Networks (ANN). This model was utilized to separate and individually predict three spectral components of air pollutants' time series of short, seasonal, and long-term. The best set of input variable was selected by evaluating the significance of different input variables while modeling different time series components. Moreover, different possible approaches for constructing such models were examined. Performance of the constructed model to predict air pollutants' level at a central location in Tehran, Iran,...
Nonlinear vibration of beams under nonideal boundary conditions
, Article Acta Mechanica ; Volume 218, Issue 3-4 , 2011 , Pages 259-267 ; 00015970 (ISSN) ; Ahmadian, M. T ; Sharif University of Technology
2011
Abstract
In this paper, we investigate the influence of nonideal boundary conditions on the nonlinear vibration of damped Euler-Bernoulli beams subjected to harmonic loads. These nonidealities allow for small deflections and/or moments at the supports of the beam. Using the iteration perturbation method, analytical expressions for the case of simply supported beams with immovable end conditions are provided. The results reveal that the first order of approximation obtained by the proposed method is more accurate than the perturbation solutions. Moreover, compared with the previous studies, some interesting phenomenon is predicted. We have shown that in some special combinations of the nonidealities...
Three-dimensional free vibration of arbitrarily shaped laminated micro-plates with sliding interfaces within couple stress theory
, Article Journal of Sound and Vibration ; Volume 339 , March , 2015 , Pages 176-195 ; 0022460X (ISSN) ; Shodja, H. M ; Forouzan, B ; Sharif University of Technology
Academic Press
2015
Abstract
Free vibration of laminated micro-plates with arbitrary geometry and boundary conditions consisting of several micro-layers with free sliding/frictional sliding/perfect interfaces is of interest. The inter-layer bond in the direction normal to the interfaces is perfect, and thus the corresponding displacement component is continuous across the interfaces. The mentioned in-plane interface conditions may be realized by varying the stiffness of the sliding inter-layer spring of vanishing thickness. For free sliding and perfect interface conditions the stiffness→0 and a, respectively. Couple stress theory as a useful higher order continuum theory is utilized to formulate the problem....
A screw dislocation near a damaged arbitrary inhomogeneity–matrix interface
, Article International Journal of Damage Mechanics ; Volume 29, Issue 2 , 2020 , Pages 272-296 ; Shodja, H. M ; Masoudvaziri, N ; Sharif University of Technology
SAGE Publications Ltd
2020
Abstract
In the literature, the analytical solutions concerned with the interaction between screw dislocation and surfaces/interfaces have been mainly limited to simple geometries and perfect interfaces. The focus of the current work is to provide an approach based on a rigorous semi-analytical theory suitable for treatment of such surfaces/interfaces that concurrently have complex geometry and imperfect bonding. The proposed approach captures the singularity of the elastic fields exactly. A vast variety of the pertinent interaction problems such as dislocation near a multi-inhomogeneity with arbitrary geometry bonded imperfectly to a matrix, dislocation near the free boundaries of a finite elastic...
Study on mobile phone use while driving in a sample of Iranian drivers
, Article International Journal of Injury Control and Safety Promotion ; 2016 , Pages 1-7 ; 17457300 (ISSN) ; Khademi, M ; Razi Ardakani, H ; Sharif University of Technology
Taylor and Francis Ltd
2016
Abstract
The use of cell phone is a significant source of driver distraction. Phone use while driving can impair a number of factors critical for safe driving which can cause serious traffic safety problems. The objective of this paper was to investigate the frequency of using cell phones while driving in Iran's roads through an observational survey with a random sample of drivers, to recognize contributing factors to cell phone usage and to understand the magnitude of the problem. A total of 1794 observations were collected from 12 sites at controlled intersections, entrance and exit points of highways. The cell phone use rate among drivers (talking or texting) was estimated at 10% which is...
A Nested Logit analysis of the influence of distraction on types of vehicle crashes
, Article European Transport Research Review ; Volume 10, Issue 2 , 2018 ; 18670717 (ISSN) ; Mahmoudzadeh, A ; Kermanshah, M ; Sharif University of Technology
Springer Verlag
2018
Abstract
Purpose: This work aims to study factors, such as driver characteristics, environmental conditions, and vehicle characteristics, that affect different crash types with a special focus on distraction parameters. For this purpose, distraction factors are divided into five groups: cellphone usage, cognitive distractions, passengers distracting the driver, outside events attracting the driver’s attention, and in-vehicle activities. Methods: Taking the crashes that occurred in the USA into account, the crash types are divided into two main groups, single-vehicle crashes and two-vehicle crashes. Since there were different crash types (alternatives) in the dataset and the probable correlation in...