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Dissertations from 2023

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Data-driven Nonparametric Joint Chance-Constrained Programming for Power Systems Scheduling, Chutian Wu

Dissertations from 2022

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Phase Noise Analyses and Measurements in the Hybrid Memristor-CMOS Phase-Locked Loop Design and Devices Beyond Bulk CMOS, Naheem Olakunle Adesina

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Design and Fabrication of a Low-Cost, Portable, Battery-Operated Surface Enhanced Raman Scattering (SERS) Optical Device, Blessing Adewumi

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Spam Detection Using Machine Learning and Deep Learning, Olubodunde Agboola

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Adaptive Balancing Compensation in Distribution Grid of Ultra High-Power Manufacturing Plants, Motab Almousa

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SERS Platform for Single Fiber Endoscopic Probes, Debsmita Biswas

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Neural Networks for Interference Mitigation in Satellite Communication Systems, Martha E. Cash

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Learning Deep Representations to Improve Multi-Instance and Multi-Model Classifications, Qing Chen

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Novel Texture-based Probabilistic Object Recognition and Tracking Techniques for Food Intake Analysis and Traffic Monitoring, Robert Jacob DiBiano

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Improving Kernel Artifact Extraction in Linux Memory Samples Using the SLUB Allocator, Daniel A. Donze

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Malware and Memory Forensics on M1 Macs, Charles E. Glass

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Efficient Low Dimensional Representation of Vector Gaussian Distributions, Md Mahmudul Hasan

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Characterization of Electrophoretic Deposited Zinc Oxide Nanopartices for the Fabrication of Next-Generation Nanoscale Electronic Applications, Fawwaz Abduh A. Hazzazi

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Practical Considerations and Applications for Autonomous Robot Swarms, Rory Alan Hector

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Design Tunneling Transistor and Schottky Junction Solar Cell Using Van Der Waals Semiconductor Heterostructure, Md Azmot Ullah Khan

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Compilation Optimizations to Enhance Resilience of Big Data Programs and Quantum Processors, Travis D. LeCompte

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Evaluating Serverless Computing, Charitra Maharjan

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Using Memory Forensics to Analyze Programming Language Runtimes, Modhuparna Manna

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Device Free Indoor Localization Of Human Target Using WIFI Fingerprinting, Prasanga Neupane

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2-Dimensional String Problems: Data Structures and Quantum Algorithms, Dhrumilkumar Patel

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Learning Sparse Networks and Brain Health Biomarkers from fMRI Using Dictionary Learning Methods, Sreekrishna Ramakrishnapillai

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Artificial Intelligence for the Target-based Drug Design, Wentao Shi

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Performing Memory Forensics for Object Recovery from Android Application Memory, Sneha Sudhakaran

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Optimizing the Performance of Parallel and Concurrent Applications Based on Asynchronous Many-Task Runtimes, Weile Wei

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Performance Analysis and Improvement for Scalable and Distributed Applications Based on Asynchronous Many-Task Systems, Nanmiao Wu

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Novel Platforms for Large-Scale Adherent Culture of Mammalian Cells, Ashkan YekrangSafakar

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Interpretable and Anti-Bias Machine Learning Models for Human Event Sequence Data, Zihan Zhou

Dissertations from 2021

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Creation of Hand Sensors and Orthotics to Capture and Replicate Human Movement and Forces, Edward Frank Austin Jr.

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Impact of Software Changes on User Experience, Job Michael Champagne

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Quantifying Feature Overlaps in Deep Neural Networks and Their Applications in Unsupervised Learning and Generative Adversarial Networks, Edward Collier

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Low-cost Hardware-In-the-Loop (HIL) Simulator for Simulation and Analysis of Embedded Systems with non-real-time Applications, Chanuka S. Elvitigala

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LYAPUNOV FUNCTION-BASED STABILIZING CONTROL SCHEME FOR WIRELESS POWER TRANSFER SYSTEMS WITH LCC COMPENSATION NETWORK, Abu Shahir Md Khalid Hasan

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Electrospray Deposition of ZnO Nanostructures for Nanoscale Electronic Applications, David Hooks

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Evaluation of Algorithms for Randomizing Key Item Locations in Game Worlds, Caleb Johnson

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EVALUATING WORD EMBEDDING MODELS FOR TRACEABILITY, Mahfuza Khatun and Mahfuza Khatun

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Indocyanine-Green-Aided Near-Infrared Fluorescence Dental Imaging: A Novel and Ionizing-Radiation-Free Imaging Modality, Zhongqiang Li

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Improving Memory Forensics Through Emulation and Program Analysis, Ryan Dominick Maggio

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Asynchronous, Distributed Optical Mutual Exclusion and Applications, Ahmed Bahaael Mansour

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Machine Learning Methods for Depression Detection Using SMRI and RS-FMRI Images, Marzieh Sadat Mousavian

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Advanced Methods for Steady-State and Stability Analyses of Hybrid Power Systems, Mohammad Mehdi Rezvani

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Inductor Free Methods for Breaking DC Currents, Sudipta Sen

Dissertations from 2020

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Study of Fundamental Tradeoff Between Deliverable and Private Information in Statistical Inference, Farhang Bayat

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Exploring Effects of Background Music in A Serious Game on Attention by Means of EEG Signals in Children, Fettah Kiran

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Exploring Knowledge Transfer and Distillation in Deep Learning, Qun Liu

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Parallel and Asynchronous Distributed Optimization for Power Systems Operation, Ali Mohammadi

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Why Do You Take That Route?, Alimire Nabijiang

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Distributed Load Testing by Modeling and Simulating User Behavior, Chester Ira Parrott

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Predictive Modeling of Asynchronous Event Sequence Data, Jin Shang

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Applications of Stochastic Optimization and Machine Learning in Photonic Nanostructures and Quantum Optical Systems, Safura Sharifi

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Optimizing the Performance of Multi-threaded Linear Algebra Libraries Based on Task Granularity, Shahrzad Shirzad

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Security Analysis of the Anonabox Pro, Devi Sowjanya Vempati

Dissertations from 2019

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Cost Effective, Highly Efficient Wireless Power Transfer Systems for EV Battery Charging, Amir Masoud Bozorgi

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Distributed Wireless Algorithms for RFID Systems: Grouping Proofs and Cardinality Estimation, Vanya D. Cherneva

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Stochastic Energy Management of Reconfigurable Power Grids in the Presence of Renewable Energy by Considering Practical Limitations, Morteza Dabbaghjamanesh

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Improving Power Network Resilience Against Threats, Hamzeh Davarikia

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Design and Optimization of an Ionizing-Radiation-Free Dental Imaging Scheme by Near Infrared Fluorescence, Thomas Hartzler

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Indocyanine-Green-Assisted Near-Infrared Dental Fluorescence Imaging to Detect Common Dental Diseases, as Compared With Dental X-Ray, Yoshita Viraj Holamoge

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Bio-mechanical Characterization of Adherent Cell Layers with a PDMS Cantilever, Merrel Truly Holley

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Distributed Transactional Memory for GPU Clusters, Samuel Oridge Irving

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System Identification Based on Errors-In-Variables System Models, Hyundeok Kang

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Shortest Path Calculation Using Contraction Hierarchy Graph Algorithms on Nvidia GPUs, Roozbeh Karimi

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Developing an Optomechanical Approach for Characterizing Mechanical Properties of Single Adherent Cells, Ali Mehrnezhad

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Optimal and Efficient Decision-Making for Power System Expansion Planning, Mahdi Mehrtash

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Neurostimulator with Waveforms Inspired by Nature for Wearable Electro-Acupuncture, Jose Aquiles Parodi Amaya

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Effective Fuzzing Framework for the Sleuthkit Tools, Shravya Paruchuri

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Large-scale Data Analysis and Deep Learning Using Distributed Cyberinfrastructures and High Performance Computing, Richard Dodge Platania

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5-Bit Dual-Slope Analog-to-Digital Converter-Based Time-to-Digital Converter Chip Design in CMOS Technology, Jojoe S. Sagoe

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A Study on Large-scale Deep Learning in Bioinformatics and Biomedical Applications, Shayan Shams

Theses from 2018

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Dispersing and Depositing MoSe2 onto Metal, Insulating, and Semiconducting Substrates via Voltage-Controlled Deposition Technique, KALYAN CHAKRAVARTHY BYRISETTY

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A Study of Scalability and Cost-effectiveness of Large-scale Scientific Applications over Heterogeneous Computing Environment, Arghya K. Das

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Considerations on Direct Balancing of Ultra-High Power Ac Arc Furnaces in Uneasy State, Ikenna Louis Ezeonwumelu

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Spectrum- and Energy-Efficient Radio Resource Allocation for Wireless Communications, Shengjie Guo

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Image Processing Applications in Real Life: 2D Fragmented Image and Document Reassembly and Frequency Division Multiplexed Imaging, Houman Kamran Habibkhani

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Effective Visualization Approaches For Ultra-High Dimensional Datasets, Gurminder Kaur

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Predicting Post-Procedural Complications Using Neural Networks on MIMIC-III Data, Namratha Mohan

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Reinforcement Learning in Robotic Task Domains with Deictic Descriptor Representation, Harry Paul Moore

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Advanced Modeling, Design, and Control of ac-dc Microgrids, Hossein Saberi khorzoughi

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An Optimizing Java Translation Framework for Automated Checkpointing and Strong Mobility, Arvind Kumar Saini

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Hypothesis Testing and Model Estimation with Dependent Observations in Heterogeneous Sensor Networks, SIMA SOBHIYEH

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ECONOMIC APPROACHES AND MARKET STRUCTURES FOR TEMPORAL-SPATIAL SPECTRUM SHARING, Feixiang Zhang

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Techniques of Energy-Efficient VLSI Chip Design for High-Performance Computing, Zhou Zhao

Theses from 2017

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Improved Subset Generation For The MU-Decoder, Utsav Agarwal

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Surface Enhanced Raman Scattering (SERS) Substrates and Probes, Srismrita Basu

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A Graph-Based Taxonomic Intelligent Tutoring System Utilizing Bloom’S Taxonomy And Item-Response Theoretic Assessment, Dennis Gordon Castleberry II

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Photo-effects on Current Transport in Back-gate Graphene Field-effect Transistor, Xinlu Chen

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Modeling Of Two Dimensional Graphene And Non-graphene Material Based Tunnel Field Effect Transistors For Integrated Circuit Design, Md Shamiul Fahad

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Succinct Data Structures for Parameterized Pattern Matching and Related Problems, Arnab Ganguly

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Channel Estimation and Symbol Detection In Massive MIMO Systems Using Expectation Propagation, Kamran Ghavami

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Microcavity Enhanced Beaming and Magneto-Optical Switching of Light, Ali Haddadpour

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Estimation of RFID Tag Population Size by Gaussian Estimator, Md Mahmudul Hasan

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Maintaining High Performance Across All Problem Sizes and Parallel Scales Using Microkernel-based Linear Algebra, Md Rakib Hasan

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Data-Driven Abstraction, Vivian Mankau Ho

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Symbolic and Deep Learning Based Data Representation Methods for Activity Recognition and Image Understanding at Pixel Level, Manohar Karki

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Compiler and Runtime Optimization Techniques for Implementation Scalable Parallel Applications, Zahra Khatami

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A Study on User Demographic Inference Via Ratings in Recommender Systems, Changbin Li

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Hybrid Recommender Systems with Deep Learning, Fei Li

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Network Performance Analysis Using Cisco VIRL, Charitra Maharjan

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A New Computational Framework for Efficient Parallelization and Optimization of Large Scale Graph Matching, Sahar Marefat Navaz

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Protection Challenges of Distributed Energy Resources Integration In Power Systems, Pooria Mohammadi

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Information Theoretic Study of Gaussian Graphical Models and Their Applications, Ali Moharrer