Theses/Dissertations from 2023
Study on the Methodology of Florida Sinkhole Identification, Monitoring, and Mitigation, Timothy Copeland
Modeling Behavior and Vaccine Hesitancy for Predicting Daily Vaccination Inoculations Using Trends, Case, Death, and Twitter Sentiment Data, Talal Daghriri
Utilizing Technologies to Investigate Structural Performance of Bridges at Local and Global Levels, Marwan Debees
Deep Learning Approaches for Automatic Colorization, Super-resolution, and Representation of Volumetric Data, Sudarshan Devkota
A Unique Method of Using Information Entropy to Evaluate the Reliability of Deep Neural Network Predictions on Intracranial Electroencephalogram, Elakkat Dharmaraj Gireesh
Study of Seismocardiographic Signal Variability, Denoising and Application in Cardiac Monitoring, Rajkumar Dhar
Representation Learning in Deep Neural Networks, Yifan Ding
Distributed Optimization with Limited Communication in Networks with Adversaries, Iyanuoluwa Emiola
Detecting Team Conflict From Multiparty Dialogue, Ayesha Enayet
Understanding, Modeling, and Simulating the Discrepancy Between Intended and Perceived Image Appearance on Optical See-Through Augmented Reality Displays, Austin Erickson
Determination of Damage Initiation Mechanisms in Aerospace Alloys Due to Stress Corrosion Cracking via In-Situ Microscale Characterization Techniques, Remelisa Esteves
Robust and Adaptive Neuromodulation Algorithms for Closed-Loop Control of Brain States, Hao Fang
Deep Time Series Modeling: From Distribution Regularity to Distribution Shift, Wei Fan
Efficient and Accurate Machine Learning Algorithms Based on Transform Domain Techniques for Biomedical Data, Maedeh Sadat Fasihi
Modeling and Experimental Validation of Mission-Specific Prognosis of Li-Ion Batteries with Hybrid Physics-Informed Neural Networks, Kajetan Fricke
Time-specific Safety Performance Functions for Different Advanced Traffic Management Strategies, Jingwan Fu
Wet Chemical Synthesis of Cerium Oxide Nanoparticle and Biological Application, Yifei Fu
Discovery and Evaluation of Finite State Machines in Hardware Security, James Geist
Design, Analysis and Control of Multi-port Converter for PV and Storage Applications, Sumana Ghosh
Roadmap To Successful Implementation Of Digital Transformation In The Defense Industry, Mohamed Hamada
Safety Evaluation of Active Traffic Management Strategies on Freeways by Short-Term Crash Prediction Models, Md Tarek Hasan
A Novel Multi-Observer Orbit Determination and Estimation Framework for Cislunar Space Domain Awareness, James E. Hippelheuser Jr.
Ocean Vector Wind Measurement Potential from the Global Precipitation Measurement Mission using a Combined Active and Passive Algorithm, Alamgir Hossan
Developing A Physics-informed Deep Learning Paradigm for Traffic State Estimation, Jiheng Huang
Modeling Online Social Behavior with a Deep Network Learning Framework, Yifan Huang
Data-Driven Optimal Power System Operation Under Uncertainty, Ren Hu
Exploring the Feasibility of Machine Learning Techniques in Recognizing Complex Human Activities, Shengnan Hu
Methodologies for Evaluating Interaction Cues for Virtual Reality, Xinyu Hu
Spatial Ensemble Distillation Learning Based Real-Time Crash Prediction and Management Framework, Md Rakibul Islam
A Conceptual Model for Quality 4.0 Deployment in U.S. Based Manufacturing Firms, Thomas Jones
Towards the Safety and Robustness of Deep Models, Md Nazmul Karim
Towards Optimization and Robustification of Data-Driven Models, Ehsan Kazemi Foroushani
Influence of Flow and Stratum Characteristics on Fouling Behavior of Flexible Fiber Patches, Milos Krsmanovic
A Semi-Autonomous Credit/Debit Card Transaction Fraud Defense Framework for Online Merchants, Roy Laurens
Functionalization of 1D and 2D Nanostructures and Their Applications, Yuen Yee Li Sip
Processing and Characterization of Tissue-Equivalent Hydrogels and Highly Conductive Nanocomposites, Xiangpeng Li
View Invariant Point Matching with Applications to Object Recognition, Sina Lotfian
Voltage Control Devices Coordination in Power Distribution Systems with High PV Penetration, Shahrzad Mahdavi
Laser Powder Bed Fusion of Bimetallic Structures, Asif Mahmud
Microfabrication, Modeling, and Characterization of BioMEMS Platforms for Interfacing with Multisized Biological Entities for In-vitro Studies, Jorge E. Manrique Castro
Understanding Outgroup Aversion Effects on Innovation Adoption and Polarization in Network Environments, Bruce G. Miller
Developing Cost-Effective Specialty Adsorbents to Meet the Emerging Challenges of Pollutant Removal in Surface Water Systems, Diana Ordonez
Solar Forecasting and Integration for Operation and Control in Power Systems, Hossein Panamtash
Discovering Vulnerabilities and Designing Trustworthy Defenses in IoT Systems and Devices, Bryan Pearson
A Framework to Define and Quantify Leadership Styles Within Navy Engineering Units, Megan Praschak
Optimizing Biomechanical models: Estimation of Muscle Tendon Parameters and Ankle Foot Orthosis Stiffness, Sepehr Ramezani
Deep Video Understanding with Model Efficiency and Sparse Active Labeling, Aayush Jung Bahadur Rana
Integrated Hybrid Crash Analysis Incorporating Long and Short-term Safety Predictive Models, Heesub Rim
Annotation Efficient Visual Recognition: from Semi-Supervised to Few-Shot Learning, Mamshad Nayeem Rizve
Mechanisms of Flame Stability in Non-premixed High-speed Flows, Robert Rodgers
Design and Control of a Dual Active Bridge Converter for Electric Vehicle (EV) and Photovoltaic (PV) Applications, Md Safayatullah
Algorithms and Variations on the Positional Burrows-Wheeler Transform and Their Applications, Ahsan Sanaullah
Thermal Management Strategies for Hypersonic Flight: Supercritical CO2 Jet Impingement Cooling Investigation for Leading Edge, Manoj Prabakar Sargunaraj
An Examination of the Role of Industry 4.0 in Supply Chain Management: Critical Success Factors and a Roadmap, Alper Senol
Coalition Formation and Beamsteering Optimization for Directional Software-Defined Radios, Sayanta Seth
Data Driven Methods to Improve Traffic Flow and Safety Using Dimensionality Reduction, Reinforcement Learning, and Discrete Outcome Models, Kazi Redwan Shabab
Business Incubators and Entrepreneurship Centers As Economic and Social Development Tool, Shaher Shakori
Optimizing Deep Neural Networks Performance: Efficient Techniques For Training and Inference, Ankit Sharma
Process Optimization and Characterization of p-type Copper Indium Oxide and Copper Chromium Oxide Transparent Conducting Thin Films and its Applications, FNU Sreeram Sundaresh
Modular, Multiport, and Multilevel Converters Based on Gallium Nitride Wide Band Gap Devices, Mohamed Tamasas Elrais
Leveraging Signal Transfer Characteristics and Parasitics of Spintronic Circuits for Area and Energy-Optimized Hybrid Digital and Analog Arithmetic, Adrian Tatulian
Efficient Convolutional Neural Networks for Image Classification and Regression, Muhammad Tayyab
Flow Induced Vibration in Corrugated Metal Flexhoses, Patrick Tran
Investigation of Ground Deformations and Vibrations Due to Impact Pile Driving: Measurements and Prediction Model, Berk Turkel
Understanding Workforce Agility at NASA Kennedy Space Center, Ledlyne H. Vazquez
Anatomically-guided Deep Learning for Left Ventricle Geometry Reconstruction and Cardiac Indices Analysis Using MR Images, Andre Von Zuben
Improving Deep Neural Network Training with Knowledge Distillation, Dongdong Wang
Nanostructured Alloy Thin Film Fabrication and Application for Zinc-Air Battery and Lithium-Ion Battery, Guanzhi Wang
Probing Endothelial Cell Mechanics Under Disturbed Fluid Flow, Jingwen Wu
From Human Behavior to Machine Behavior, Zerong Xi
Towards Efficient and Effective Representation Learning for Image and Video Understanding, Taojiannan Yang
Thin-Ply Laminate Viscoelasticity and Dimensional Stability in Deployable Space Structures, Milinda Madhusanka Yapa Yapa Hamillage
Design And Simulation Analysis of a BIPV (Building Integrated With PV) Air-Duct System for Residential High-Performance Development, Arash Zarmehr
Modeling Individual Activity and Mobility Behavior and Assessing Ridesharing Impacts Using Emerging Data Sources, Jiechao Zhang
Reconstructing 3D Humans From Visual Data, Ce Zheng
Towards a Robust and Efficient Deep Neural Network for the Lidar Point Cloud Perception, Zixiang Zhou
Theses/Dissertations from 2022
Using Machine Learning Technique to Develop a Deterioration Predicting Model for Pavement Marking in Florida, Ehab Abdelmaksoud
A Deep Learning Approach for Spatiotemporal-Data-Driven Traffic State Estimation, Amr Hatem Ragaa Abdelraouf
A Biodegradable Mg Alloy for Orthopedic Applications, Nadia Aboutalebianaraki
Studying the Robustness of Machine Learning-based Malware Detection Models: Analysis, Design, and Implementation, Ahmed Abusnaina
Heat Transfer Characterization of Carbon Dioxide in Micro Impinging Jet(s) Near Critical Conditions, Stephen Adeoye
A Behavioral Economics Perspective on Cognitive Biases in Cybersecurity, Cristian Alecse
Enhancing the Decision-Making Process for Public-Private Partnerships' Concession Agreements: Socio-Economic Sustainability Approaches, Faisal Alghamdi
Biomimetic Design, Modeling, and Adaptive Control of Robotic Gripper for Optimal Grasping, Mushtaq Al-Mohammed
A Framework for Assessing the Maturity Level of Implementing Quality 4.0 in Higher Education Institutions, Bandar Alzahrani
Low-Resource Machine Learning Techniques for the Analysis of Online Social Media Textual Data, Toktam Amanzadeh Oghaz
Distributed Detection in Energy Harvesting Wireless Sensor Networks, Ghazaleh Ardeshiri