Theses/Dissertations from 2025
Transforming Defense: A Case Study on Digital COTS Implementation, Dara A. Armstrong
Analyzing U.S. Army Recruiter Productivity through Cohort Differentiation and Behavioral Tendency Composition, Mary M. Bates
Simulating the Impact of Self-Sensing Materials on Aircraft Sortie Generation, Harmoni J. Blackstock
Evaluating Weather Effects on Sortie Generation Using Discrete Event Simulation, Markus Case
Forecasting Army Recruiting Mission Distribution, Maxwell A. Deihl
Hyperparameter Tuning for Robust Autonomous Vehicle Vision, Nico D. De Ros
Class Imbalance: A Landscape of Classification Models, Joshua L. Edmonds
Operational Energy Education: A Thematic Analysis of Knowledge Area Needs and Educational Gaps, Nana Hene
Military Entrance Processing Station Location and Capacity Optimization, Micah A. Hurst
Practical Estimation of Action-Generation Mechanisms in Repeated Games, Vladimer Kellachow III
Data Lakehouse and Machine Learning Pipeline for Aircraft Fuel Efficiency Experimentation, Skyler G. Kepley
Tracking News Narratives: Topic Modeling, Sentiment, and Media Coverage Patterns, Alexandria G. Lai
Machine Learning with Flight Data Recorder Data for Flight Fuel Consumption Predictions, Adam C. Levandowski
Island Nation Duress: Simulating Passive Peer-to-Peer Bluetooth Communication during Disaster Relief, Jason K. Medeiros
Real-Time Decision-Making During Maritime Chokepoint Disruption Using Digital Twin, Jared M. Orendorff
Spatiotemporal Prediction of Atmospheric Events Through Recurrent Deep Learning Model, Brian W. F. Popick
The Location Set Covering Disruption Problem, Richard A. Sheldon
Impact of Stochastic Travel Times on the Military Port Selection Problem: A Stochastic Programming Approach, William M. Titus
Geo-spatial Mapping of Sentiment Analysis with Transformer-Based Models, Dugan J. Turnbow
Utility of Self-Sensing Damage Technology Through A2/AD Drone Combat Simulation, Sidhanth Venkatasubramaniam
Modeling and Characterization of On-Orbit Servicing Architectures for Efficient Mission Planning, Samantha Q. Vi Tang
Improving Zero Shot Learning by Linking Multi-label CNNs with LLMs, Michael A. Wegner
Machine Learning Techniques to Detect Anomalies in T-38 Flight Sensor Data, Sydney M. Wekamp
Lethality and Survivability of Autonomous Self-Sensing UAVs, Jeffrey T. Wilson
Analysis of an Army Recruiter Allocation Model (RAM), Erik J. Wittendorf
Understanding Avionics Maintenance Training Student Outcomes in a Student-Centered Active Learning Environment, Scott M. Wyman
Theses/Dissertations from 2024
Enhancing Port Efficiency and Lead Time Reduction through Predictive Analysis: A Case Study of Container Management at Khalifa bin Salman Port, Abdulaziz A. Aljalahma
A Comparative Study of the Business Models Used in the U.S. and Saudi Arabia Firms in Relation to Venture Capital, Abdulmajeed Ali Alkthiri
Forecasting Stock Prices Using ARIMA Models And Technical Analysis, Muath I. Almaiman
Housing Preferences and Vertical Expansion Potential in Riyadh City, Nasser R. Alrashed
Optimizing Deployment Kit, Introducing Acceptance Threshold, Saleh A. Alshuhri
Electric Vehicle Support Equipment Deployment at Military Installations: A Mixed-Integer Linear Programming Approach, Katelyn M. Barton
Modeling & Engineering of USMEPCOM Business Intelligence Data, Merrick A. Bedford
Federated Medical Scoring Systems, Jacob F. Bryant
Examining the Effect of Contractor Logistics Support on the Reliability of Military Aircraft, Rodrigo S. Campos de Moura
On Intrinsic Dimensionality of Data Sets and Neural Networks, Ori Chachmo
Systematic Review of Supply Chain Control Tower Critical Success Factors and Resilience Effects, Clay H. Chaffin
Evaluation of VTOL-Capable Cargo UAVs for Dispersible Airfield Logistics in the USINDOPACOM AOR, Maria C. Chedzoy
2033 Digital Modernization at USMEPCOM: A Strategic Analysis of Future Military Applicant Processing, William A. Clay
Reinforcement Learning for Team Based Air Combat Maneuvering Decisions with Directed Energy Weaponry, Joshua D. Combs
Performance-Based Contracts: Discovering the Role of PBC in Resilience, Justin P. D'Agostino
Advanced Intermediate Manufacturing (AIM) Supply Chain Concepts Leading to Reduced Lead Times and Improved Responsiveness, Eric S. Draudt
An Integer Programming Model to Optimize US Army Deployment Cycle and Maximize Unit Availability, Grant R. Engel
Techniques For Addressing Extreme Class Imbalance for Artificial Neural Networks Training, Colin W. Foley
A Multi-Objective Approach to Optimal Deployment Policies for Wireless Sensor Networks Using Drop Points, Noah E. Fox
Improving Military Medical Evacuation System Performance via Stochastic Optimization, Virbon B. Frial
Impact of Operational Ladar Occlusions on Point Cloud Instance Segmentation, Andrew D. Gibson
An Analysis of China’s Perceived Geographic Locations of Interest by Use of Value Informed Facility Location Models, Layton C. Hedge
Analysis and Visualization of Military Convoy and Supply Utilization in Support of State-specific Freight Plans, Madison E. Hofmann
Simulating Human-Autonomous Aircraft Teams in an Anti-Access Area Denial (A2AD) Environment, Michael Kaminski
USMEPCOM Prescreens: A Value-Focused Thinking Approach, Phillip M. Koenig
U.S. Army Cadet Command Branch Prediction Model, Daniel M. Krizan
The Use of Deep Learning and Transfer Learning in Complex Problems, Jacob S. Lang
Automated Image Registration for Titanium Aircraft Components via Resolution-Robust Parallel Neural Networks, Paige T. Luebbering
A Reinforcement Learning Self-Play Approach for Informing Wargaming Analysis & Development, Kathleen A. MacLean
Bayesian Augmentation of Object Detection Algorithms to Enhance Object Classification Stability, Taylor D. Markham
Training Schedule for the 56th Maintenance Group, Samantha K. O'Rourke
The Impact of Solar Angle and Cloud Shadows on 3D Reconstruction of Rolling Stock Cargo, Carlina M. Ostrand
Federated Analysis of Wearables Data for United States Air Force Mental and Physical Readiness, Sung Yong O
Factors Affecting the Retention of Active Duty Airmen, Gregory A. Picardi
A Reinforcement Learning Approach to the 2v2 Beyond Visual Range Air Combat Maneuvering Problem, Jacob J. Pike
A Random Forest-Based Q-Learning Algorithm: Toward Interpretable Artificial Intelligence, Victor R. Rae
Measuring the Comparative Performance of USAF Behavioral Health Clinic Operations: Emphasis on Capacity, Daniel L. Straw
An Assignment Model for Lateral Transfers Matching Base Repair Facilities to XF3 Coded NSNs Requiring Repair, George D. Valaika
Toward Adaptive and Modular Joint Multi-Domain Operational Planning, Kyle S. Wilkinson
Navigating Complex Environments: A Comparative Study of Shortest Path Algorithms for Military A2AD and Civilian Obstacle Avoidance, Ebony N. Williams
Knowledge Management Modeling and Decision Analysis for USMEPCOM, Luke G. Wunderlich
A Staged Framework for LLM-powered Information Extraction in Government Contracts, Jung H. Yae
Theses/Dissertations from 2023
Advances in Quaternion-Valued Neural Networks, Jeremiah P. Bill
Prediction of Persistent Post-Traumatic Headache with Long Short-Term Memory Networks, Todd C. Campo
Information System Availability Status and its impact on Customer Wait Times, Joshua A. Cramer
Garbage In ≠ Garbage Out: Exploring GAN Resilience to Image Training Set Degradations, Nicholas M. Crino
The Aerial Refueling Asset Basing and Assignment Problem, Camryn E. Deames
Analysis of Multi-agent Routing Solution Methodologies Exploring a Mosaic Warfare Strategy, Stephen D. Donnel
U.S. Army Force Structure Optimization and Sufficiency Analysis, Francis P. Gargin
A Comparison of Wireless Sensor Networks Under Stochastic Deployment Methods to Ideal Network Structures, Andrew J. Grove
An Analysis of Aircraft Maintenance Leading Indicator Metrics to Unit-level Aircraft Availability Rates, William C. Hardy
Hierarchical Federated Learning on Healthcare Data: An Application to Parkinson's Disease, Brandon J. Harvill
Lunar Search and Rescue: The Next Step for Human Spaceflight Recovery, Benjamin J. Johnis
Automated Registration of Titanium Metal Imaging of Aircraft Components Using Deep Learning Techniques, Nathan A. Johnston
Pattern of Life Modeling on Maritime Vessels with Bayesian Inferencing, Miles A. Kelly
Designing a Counter-IADS Drone Swarm: Using Evolution to Evaluate Combat Assumptions Underpinning Drone Swarm Target Assignment, Olin H. Kennedy
Bayesian Recurrent Neural Networks for Real Time Object Detection, Stephen Z. Kimatian
Uncertainty Quantification in Federated Learning for Persistent Post-traumatic Headache, Byungmoo Brian Kim
Predicting Success of Pilot Training Candidates Using Interpretable Machine Learning, Alexandra S. King
Refining Contract Management: Essays on Relational Contracting, Transaction Costs, and Text Analysis, Timothy E. Landucci
Probability of Agreement as a Simulation Validation Methodology, Matthew C. Ledwith
Improving Deep Reinforcement Learning Methodology for Autonomous Defense and Escort of Military High-value Assets, Joseph Liles IV
Network Vulnerability Identification for the Material Routing Problem, Carson G. Long
Air Force Cadet to Career Field Matching Problem, Ian P. MacDonald
Advancing Autonomous Swarm Behavior in a Simulated Anti-access Area Denial (A2AD) Environment, Chad P. MacWilkinson
Simulating Autonomous Drone Swarm Behaviors in an Anti-access Area Denial (A2AD) Environment, Alexander L. Martinez
Portfolio Optimization using Value Focused Thinking, Tyler Martin
Classification and Analysis of Twitter Bot and Troll Accounts, Callan P. McCormick
Examining Fuel Service System Failures of the USAF R11 Using Survival Analysis, Roed M.S. Mejia
Inducing Sparsity Within High-dimensional Remote Sensing Modalities for Lightning Prediction, Grace E. Metzgar
Examining Failures of KC-135 Boom Assemblies Using Survival Analysis, Benjamin D. Miller
An Approximate Dynamic Programming Approach for Solving an Air Combat Maneuvering Problem with Directed Energy Weapons, Elisha A. Palm