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yosefi--mahdie
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, M.Sc. Thesis Sharif University of Technology ; Moshfegh, Alireza (Supervisor)
Abstract
ZnO is a wide and direct band gap (3.37 eV) semiconducting material with a large exciton binding energy (60 meV). It has been extensively studied in the last few years owing to its potential applications in various fields such as surface acoustic wave devices (SAW), transparent electrode, solar cell windows, photovoltaic devices, gas sensors and photoelectrochemical cells. Recently, much attention has been paid to rare-earth (RE) doped ZnO for possible applications in visible emitting phosphors in displays, high power lasers, and other optoelectronic devices. In this thesis, initially ZnO thin films were deposited on glass and ITO substrates using sol-gel dip-coating method. Optical and...
Probabilistic Approach for Multi-label Classification
, M.Sc. Thesis Sharif University of Technology ; Soleymani, Mahdie (Supervisor)
Abstract
In machine learning, classification is of great importance. Unlike the traditional single-label classification in which one instance can have only one label, in multi-label classification tasks, an instance can be associated with a set of labels. Multi-label classifiers have to address many problems including: considering correlations between labels, handling large-scale datasets with many instances and a large set of labels, and having only a fraction of valid label assignments in the training set. To tackle datasets with a large set of labels, recently embedding-based methods have been proposed which seek to represent the label assignments in an intermediate space. Subsequently, given the...
Deep Learning for Community Question Answering
, M.Sc. Thesis Sharif University of Technology ; Beigy, Hamid (Supervisor) ; Soleymani Baghshah, Mahdie (Supervisor)
Abstract
In recent years, The Web has become an environment for sharing the knowledge of users, which as its popular examples can refer to question and answering communities. In QA communities such as Quora, StackOverflow and Yahoo! Answers, People exchange information through online questions and answers. Thus, These communities have become valuable resources of information with the participation of users. Several issues have been raised in these communities. One of the issues raised in these communities is to automatically fnd similar questions to a question and then fnd the answers that are related to it among the available answers. Other issues raised in these communities include choosing the...
Parametric Investigation on Microstructure and Mechanical Properties of Ultrasonic Spot welded Aluminium and Copper Sheets
, M.Sc. Thesis Sharif University of Technology ; Kokabi, Amir Hossain (Supervisor) ; Abedini, Rezvan (Co-Supervisor)
Abstract
Ultrasonic metal welding is a solid state welding process and is widely used in welding the connections of lithium-ion battery batteries in hybrid and plug-in hybrid vehicles. This welding process has advantages over fusion welding processes such as; Shorter time, no heat affected area, optimal energy consumption, cheaper equipment and no harm to the environment. The aim of this study was to investigate the effect and optimization of time, normal pressure and oscillation amplitude parameters in order to achieve the maximum tensile-shear test force and T-peel test in the dissimilar welding of 1050 aluminum and copper (purity above 99.9%). In order to achieve the optimal state of welding...