Deep Learning-Based Co-Current Upward Gas-Liquid Two-Phase Flow Regime Identification In An Annular Conduit, Joshua Robert Macomber

Graduate Theses, Dissertations, and Problem Reports (ETD)

Flow regime identification in co-current upward gas-liquid flow through annular conduits remains a significant challenge in petroleum engineering, with major safety and operational implications. It is also important across industries involving the transport of multiphase fluids. Misidentifying flow regimes can introduce major operational risk, yet regime boundaries in annular gas-liquid flow are often visually complex and context dependent.

The objective of this study was to evaluate the utility of convolutional neural network (CNN) classifiers for flow regime identification. The CNN was trained using annular flow image dataset published by Texas A&M University. The dataset consists of approximately 947 RGB images …

The Impacts Of Experiential Learning On Moral Development, Jacob Tyler Greenfield

Graduate Theses, Dissertations, and Problem Reports (ETD)

Burnout remains a widely studied phenomenon in the healthcare literature, with much of the focus placed on reactive mitigation strategies that lack meaningful engagement with moral development. Healthcare education programs rarely incorporate formal learning experiences that promote moral development as a means of addressing burnout symptoms. This qualitative single case study examined how health professions students describe the impact of experiential learning on their moral development. Participants engaged in adapted photovoice methods, focus groups, and interviews to reflect on how serving as a Project MUSHROOM student leader influenced their morality. Four themes emerged: 1) recognizing bias and the need to …

Understanding Housing Market Adjustment: Evidence From Population Shocks, Regulation, And Monetary Policy, Michael Tyler Duncan

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation studies how housing markets adjust to demographic shocks, local regulation, and macroeconomic policy through three related essays. Chapter 1 develops a dynamic stochastic general equilibrium (DSGE) model and panel VECM evidence to study how population volatility affects housing prices, rents, and construction. It finds that population shocks generate strong price responses across housing markets and more pronounced effects in tight housing markets and declining regions. Chapter 2 examines local rental registry policies using county-level difference-in-differences analysis and finds limited aggregate effects but meaningful heterogeneity across treatment intensity and market segments. Chapter 3 revisits the macro-housing VAR literature on …

Statistical Analysis Of Evidence In Criminal Cases, Giuliana Leon Carrillo

Graduate Theses, Dissertations, and Problem Reports (ETD)

Ideally, the evaluation of relevant forensic evidence must corroborate the hypotheses that the prosecution and/or the defense holds regarding the commitment of a crime. Therefore, optimal forensic evidence would be the one that can be found all the time under the same circumstances, and cannot be found otherwise, making the forensic scientist able to evaluate this evidence given the hypotheses provided. Nevertheless, this is hard to find, as ideal evidence being only a concept.

In this project, the probabilistic interpretation of relevant forensic evidence investigated in criminal cases with the aid of Wigmore charts and Bayesian networks was proposed. Using …

Optimization Of Carbon Capture And Sequestration In The Tri-State Hub West Virginia, Ohio, And Pennsylvania, Saif Abdullah Saif Al-Nabhani

Graduate Theses, Dissertations, and Problem Reports (ETD)

Carbon Capture and sequestration (CCS) is a critical way for the decarbonization of power and industrial sectors. The Tri-State area between West Virgina, Ohio and Pennsylvania are a diverse region with various CO₂ sources, deep saline, depleted reservoirs, pipeline network, and the midstream infrastructure that makes it possible for Captured CO₂ to be safely and economically moved and stored over long periods of time. This project addresses the need for an integrated optimization framework that includes CO₂ sources to potential storing sites using a transportation network design and a subsurface model that secures storage and minimizes leakage risk.

The model …

Improving The Continuity Of Care For Opioid Use Disorder: Investigating Fentanyl Overdose Outcomes And Pharmacy-Level Buprenorphine Access, Lyn Yuen Choo

Graduate Theses, Dissertations, and Problem Reports (ETD)

Opioid overdose (OD) deaths remain a leading cause of injury-related death in the United States (US) and approximately 76,516 drug OD deaths were predicted in the past year prior to April 2025. While previous research has focused on fatal opioid ODs, less is known about outcomes following non-fatal opioid ODs (NFOO) involving fentanyl. Patients who experienced a fentanyl OD may develop significant morbidity and inpatient mortality due to fentanyl’s high potency, rapid onset of action, and decreased response to naloxone. Research efforts to improve continuity of care for opioid use disorder (OUD) are highly needed to ensure appropriate follow-up care …

Shaping Occupational Self-Efficacy In Complex Jobs: Cognitive Flexibility, Role Stressors, And The Workplace, Carolyn Henn

Graduate Theses, Dissertations, and Problem Reports (ETD)

Career advancement in many professions requires employees to move beyond a single specialized role and perform effectively across different responsibilities. These complex jobs often combine technical work, project oversight, client interaction, financial accountability, and coordination with others. Successfully managing these overlapping responsibilities requires strong occupational self-efficacy, but not much is known about the factors that shape employees’ confidence in their ability to perform in complex jobs, particularly under role stress. This study uses cross-sectional survey data from 132 full-time professionals working in complex, multi-role jobs across a range of industries to examine how cognitive flexibility, role stressors, and job demands …

Assessing Water Quality In Drinking Water Distribution Systems: Rural Infrastructure Challenges, Hydrodynamic Effects On Biofilms, And Biofilm Contribution To Disinfection By-Products Formation, Vinila Vasam

Graduate Theses, Dissertations, and Problem Reports (ETD)

Access to clean and safe drinking water remains one of the most persistent public health and environmental challenges in the United States. Maintaining water quality after leaving the treatment plant in drinking water distribution systems (DWDS) is a complicated and often overlooked challenge. Most research focuses on water treatment and source water quality, but not on the miles of pipe that follow. Aging infrastructure, complex flow patterns in the DWDS, and limited resources make water quality management especially difficult. This dissertation includes three core studies: 1) A system-level analysis of small and rural utilities in the geographically complex region of …

The Hidden Process Of Student Placements: Perspectives From Slp, Ot, And Pt Coordinators, Almara Jane Sidney Hutchinson

Graduate Theses, Dissertations, and Problem Reports (ETD)

This comparative multi-case study examined the unseen processes behind clinical placement planning in allied health education. Clinical placements are essential to preparing students in speech-language pathology (SLP), occupational therapy (OT), and physical therapy (PT); however, little research has explored how Directors and Coordinators of Clinical Education (DCE/CCEs) navigate the complex decision-making involved in planning these experiences. Guided by Greco and Myers’ (2024) framework conceptualizing placement planning as an interaction between process and experience, this study explored how coordinators described their planning processes and the role of student-centeredness within them.

Semi-structured interviews were conducted with 12 DCEs/CCEs representing SLP, OT, and …

So There I Was, Jesse Marie Baggett

Graduate Theses, Dissertations, and Problem Reports (ETD)

This written thesis provides a description and analysis of my thesis exhibition, So There I Was, which presents a body of ceramic sculptures and paintings that explore themes of adventure, travel, and shared experiences. The work reimagines personal experiences through a cast of animal characters, with a rabbit acting as a stand-in for myself. These narratives are inspired by events from my own life and are transformed into imaginative scenes that emphasize playfulness, wonder, and storytelling.

The sculptures combine toy-like animal figures, pull carts, and miniature architectural structures to create playful environments that resemble playsets or staged scenes where …

Provider Satisfaction Between General Dentists And Endodontists, Vaidehi Kumar

Graduate Theses, Dissertations, and Problem Reports (ETD)

Purpose: Burnout and low professional fulfillment are major issues for dental providers, impacting their well-being, patient care, and workforce stability. While burnout has been widely studied in dentistry, less is known about professional fulfillment and how it varies by specialty and work environment. This cross-sectional study compared professional fulfillment and burnout between general dentists and endodontists, and examined how practice setting, demographics, and job factors affect occupational well-being. Methods: Licensed dentists (n=147; 72 general dentists and 75 endodontists) participated in an anonymous online survey. The Professional Fulfillment Index (PFI) was used to measure three sub-domains: Professional Fulfillment, Interpersonal Disengagement, and …

Real-Time Lidar-Based Vehicle Detection Using Pointpillars For Connected And Automated Vehicle Applications, Jared Townsend Behr

Graduate Theses, Dissertations, and Problem Reports (ETD)

This work explores the implementation of a real-time LiDAR processing model for autonomous vehicle design. Automotive perception systems are becoming increasingly important as Advanced Driver Assistance Systems (ADAS) and Connected and Automated Vehicle (CAV) technologies continue to progress toward higher levels of autonomy. Reliable perception is paramount for autonomous features, such as adaptive cruise control (ACC), where identifying and tracking a lead vehicle is a safety critical task.

Many production ADAS perception systems primarily rely on radar and camera sensors for object detection and sensor fusion. These sensors work well to achieve classification and accurate distance detections; however, they are …

Video-Based Heart Failure Education: A Feasibility Study, Avery Pivont

Graduate Theses, Dissertations, and Problem Reports (ETD)

Video-Based Heart Failure Education: A Feasibility Study

Avery Pivont

Background:  Heart failure (HF) is a leading cause of hospitalization in the U.S., contributing to high readmission rates and significant healthcare costs. Many of these readmissions are preventable and often stem from inadequate patient education. Effective patient education is a critical component of HF management; however, many healthcare facilities lack specialized HF nurse educators, resulting in inconsistent patient education.

Problem Statement: A quality improvement team at a large academic hospital identified increased heart failure (HF) readmission rates across an entire health system, largely attributed to inconsistent discharge education and limited availability …

Wellness Policies In Action: A Wscc-Based Comparative Analysis Of District-Level Policy And School-Level Practices, Leanne Denise Watson

Graduate Theses, Dissertations, and Problem Reports (ETD)

The United States Department of Agriculture utilized the policy platform to implement and reinforce federal mandates aimed to improve health outcomes for student-aged youth, requiring all schools participating in the National School Lunch and/or Breakfast Program to develop a written wellness policy beginning with the 2016-2017 school year. However, the resulting impacts on school environments are unclear. The Whole School, Whole Community, Whole Child (WSCC) model is a recommended framework to influence wellness policies and school practices and support the holistic development of students. Nonetheless, current literature calls for more research applying the model to support its use. The purpose …

Analysis Of Battery Degradation Effects On Optimized Torque Splitting In Dual-Motor Electric Vehicles, Homer E. Butcher

Graduate Theses, Dissertations, and Problem Reports (ETD)

Battery electric vehicle performance depends on both powertrain efficiency and battery-health. In dual-motor all-wheel-drive battery electric vehicles, driver-requested torque can be distributed between front and rear electric drive units, creating an opportunity to reduce electrical energy demand through torque allocation. However, lithium-ion battery aging changes the electrical behavior of the energy storage system through capacity fade and internal resistance growth. Capacity fade reduces the usable energy and vehicle range, while resistance growth increases voltage drop, current-related losses, and battery electrical loading. This thesis evaluates how these degradation effects influence the energy consumption, simulated range, and battery electrical behavior of optimized …

Managing The Legacy Of Historical Land Use In Central Appalachia: Soil Health, Carbon Storage, And Restoration Across Disturbed Ecosystems, Kyra R. Dukich

Graduate Theses, Dissertations, and Problem Reports (ETD)

Historical mining, intensive timber harvesting, agriculture, and atmospheric acid deposition have left lasting impacts on soil health throughout the Central Appalachian region, reducing soil productivity, carbon storage, and ecosystem resilience. This thesis evaluated restoration strategies across two long-term research systems in West Virginia to determine how land-use history and soil amendments influence soil health, carbon dynamics, and ecosystem recovery. The first study examined reclaimed mine lands and marginal agricultural soils planted with switchgrass (Panicum virgatum) or willow (Salix spp.) and treated with biochar or inorganic fertilizer. Soil greenhouse gas production, aggregate stability, total soil C:N, pH, and soil organic matter …

Examining Drivers Of Brook Trout (Salvelinus Fontinalis) Fecundity And Recruitment In Central Appalachian Headwater Streams, Emilee Esther Briggs

Graduate Theses, Dissertations, and Problem Reports (ETD)

The persistence of fish populations depends on the repeated production and survival of new year classes, also referred to as recruitment. Recruitment is broadly defined as the number of individuals in a fish population or stock that survive to a specific stage. However, the broader recruitment process reflects the cumulative outcome of many earlier life stages, including egg survival, fry emergence, and survival through the recruitment period. As a result, recruitment can vary substantially among years and populations, producing strong or weak year classes that influence population abundance and persistence. Understanding why recruitment varies is therefore central to fisheries ecology …

An Evidence-Based Practice Initiative To Expedite Pediatric Recovery And Discharge Following Myringotomy Tube Placement, Nicole Marie Rillera

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: The use of multiple sedatives, anxiolytics, and analgesics to prevent emergence agitation (EA)in pediatric patients undergoing myringotomy (MT) placement at West Virginia University Medicine Children's is leading to prolonged lengths of stay in the post-anesthesia care unit (PACU). These extended stays are causing delays in subsequent procedures and raising concerns for staff, patients, and their families.

Evidence Review: The combination of intranasal dexmedetomidine given preoperatively and intramuscular ketorolac given intraoperatively for pediatric patients reduces the incidence of EA more effectively than oral midazolam and acetaminophen.

Purpose: This evidence-based practice project aims to establish a standardized, evidence-based anesthesia plan to …

Improving Access To Care And Utilization Of Telehealth In Pediatric Inflammatory Bowel Disease Patients Through Scheduling Interventions: A Quality Improvement Project, Sarah R. Bergstrom

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Improving Access to Care and Utilization of Telehealth in Pediatric Inflammatory Bowel Disease Patients Through Scheduling Interventions: A Quality Improvement Project

Sarah Bergstrom

Introduction/Background. Inflammatory bowel disease (IBD) tends to affect pediatric patients with a more severe, aggressive phenotype as compared to adults. Following closely with a pediatric gastroenterologist (GI) is best practice to manage pediatric IBD. However, pediatric subspecialty clinics are generally located within academic institutions in urban areas. Patients in rural areas often have limited access to pediatric GI care, and poor access to care is associated with increased risk of poor disease control. Telehealth subspecialty …

A Quality Improvement Initiative To Reduce Pressure Ulcers In Spinal Cord Injury Patients, Nicholas Post

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background: Pressure ulcers are a significant concern for hospitalized patients, leading to various complications and increased medical costs. Despite common preventative interventions, pressure ulcer rates remain elevated. The prevalence of pressure ulcers contributes to patient suffering, extended hospital stays, increased healthcare expenses, and even fatalities. This emphasizes the critical need for additional prevention strategies. The reported increase in pressure ulcer injuries among spinal cord injury patients in the Surgical Intensive Care Unit (SICU), along with 7E and 8NE step-down units, at a large academic hospital highlights the pressing issue.

Purpose: The purpose of this project was to develop and …

Improving Access To Treatment For Alcohol Use Disorder For Veterans: An Evidence-Based Practice Policy Analysis, Mary Rizzo

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Alcohol use disorder (AUD) is common among veterans and is associated with poor health outcomes. Although extended-release naltrexone (XR-NTX) is an effective treatment, maintenance injections at the VA Pittsburgh Healthcare System are only available at the main medical center, requiring many veterans to travel long distances each month.

Purpose: The purpose of this evidence-based practice policy analysis was to evaluate the feasibility of offering XR-NTX injections at Community-Based Outpatient Clinics (CBOC) and develop a policy recommendation to improve access to care.

Intervention: This project examined the current XR-NTX administration process and compared it with alternative approaches used within the …

Global Weak Solutions Of Optical Variational Wave System, Shahrazad Hamed Alnafie

Graduate Theses, Dissertations, and Problem Reports (ETD)

The coupling of a variational wave equation with Maxwell’s equations gives rise to the optical variational wave system, a hyperbolic PDE system that models the director field of the nematic liquid crystals. This system presents unique analytical challenges that have not been addressed in the existing literature. In this dissertation, we study the one-dimensional case of this system.

We establish the global existence of conservative weak solutions to the associated Cauchy problem. The hyperbolic system is derived using the energy variational method. Through a sequence of suitable coordinate transformations, we reformulate the system while preserving its hyperbolicity. Due to degeneracy …

The Hidden Costs Of Consumption: A Multi-Context Investigation On Stigma And Social Judgment, Siti Nuraisyah Suwanda

Graduate Theses, Dissertations, and Problem Reports (ETD)

Consumption is not always as simple as an exchange of value between a buyer and a seller. In many contexts, what individuals choose to consume or not consume can carry social meaning, leading to judgment and devaluation. While prior research has explored stigma broadly in marketing and consumer behavior, less attention has been given to stigma that caused specifically by consumption choices. This dissertation addresses this gap by examining how consumption becomes socially evaluated and judged across different contexts, with the goal of advancing both theoretical understanding and practical insights into socially sensitive consumption.

Essay One develops the foundation by …

I Think, Therefore I Can: Self-Efficacy, Self-Regulation, And Sense Of Belonging In Introductory Physics, Danielle Christine Maldonado

Graduate Theses, Dissertations, and Problem Reports (ETD)

Cognitive and affective beliefs in physics classrooms are important indicators of student success beyond traditional measurements of academic performance. This body of work explores major beliefs and processes, including self-efficacy, self-regulation, and sense of belonging, as they relate to academic achievement among introductory undergraduate physics students. First, this dissertation explores the development of physics self-efficacy and physics sense of belonging, two highly correlated variables. This work identifies unique sources of physics self-efficacy and sense of belonging development from current and prior academic experiences, personality factors, and demographic variables. Then, relationships between early- semester self-efficacy and sense of belonging, mid-semester …

Ai-Based Smart Proxy Models For Flow Assurance, Integrating Oil Rate Prediction, Pipeline Monitoring, And Leak Detection, Ali Sajedian

Graduate Theses, Dissertations, and Problem Reports (ETD)

Oil and gas pipeline networks operate under complex multiphase flow conditions and dynamic transient regimes that present significant challenges for traditional monitoring, anomaly detection, and operational decision-making methodologies. Many existing monitoring approaches rely on high-fidelity physics-based transient flow simulations to accurately represent system behavior. However, these models are computationally intensive and therefore difficult to implement in real-time operational environments.

This dissertation presents a physics-guided artificial intelligence framework for intelligent pipeline monitoring and integrity management based on the concept of Smart Proxy Modeling. By integrating first principles engineering knowledge with machine learning techniques, the proposed framework develops computationally efficient surrogate models …

Constructing The 'Other': A Cda Of Social Actor Representation And Agency Attribution In The New York Times Reporting On Palestine And Israel (2023–2025), Faithlyn H. Graham

Graduate Theses, Dissertations, and Problem Reports (ETD)

Media organizations play a central role in shaping public understanding of international conflict. Following the publication of a leaked internal editorial memorandum from The New York Times in 2024 advising reporters to avoid terms such as "genocide," "ethnic cleansing," and "occupied territory," questions emerged regarding institutional influence and ideological framing in coverage of the Palestinian and Israeli conflict. This study examined how The New York Times discursively constructed the conflict between October 7, 2023, and October 10, 2025, using Critical Discourse Analysis (CDA) informed by KhosraviNik's (2010) three-level analytical framework. A purposive sample of 119 hard-news articles was analyzed using …

Social Media Appearance Pressures And Body Dissatisfaction In Collegiate Athletes: Model Refinement, Group Differences, And Exploratory Insights, Hannah Hunter Miller

Graduate Theses, Dissertations, and Problem Reports (ETD)

In considering athletes’ body image, it is necessary to examine the psychosocial factors, and related psychological processes, that influence it. The body-related pressures athletes experience while navigating social media represent a relatively new and increasingly influential factor that warrants further investigation. The purpose of this study was threefold: (1) to replicate and refine Miller and colleagues’ (in press) model; (2) to examine differences in model variables and relationships across demographic and contextual groups; and (3) to explore aspects of social media perceived as contributing to appearance pressures, as well as strategies athletes may use to mitigate these pressures and their …

Embodiment Among Collegiate Women Athletes: The Perceived Impact On Sport Performance, Commitment, And Enjoyment, Hannah Lynne Silva-Breen

Graduate Theses, Dissertations, and Problem Reports (ETD)

Collegiate women athletes report high rates of body dissatisfaction and wanting more support for improving their body image within their athletic departments. Guided by the Developmental Theory of Embodiment (DTE; Piran, 2017), the purpose of this study was to examine collegiate women athletes’ perceptions of the relationship between their embodiment and aspects of their sport experience. Participants were 311 women currently competing in 24 different sports within NCAA and NAIA athletics. Participants completed the Experience of Embodiment Scale, Subjective Performance Questionnaire, Sport Commitment Questionnaire-2, and open-ended response questions about the perceived relationship between these variables. A convergent parallel mixed methods …

Smartbot V3: A Scalable Educational And Research Robotics Platform And Decentralized Construction Framework, Robert Tyler Cook

Graduate Theses, Dissertations, and Problem Reports (ETD)

Autonomous robotic systems are increasingly used in both engineering education and robotics research, creating a need for systems capable of supporting both within a common platform. This thesis presents SMARTbot V3, a scalable robotics platform developed to support undergraduate robotics education and multi-robot research.

SMARTbot V3 is a differential-drive mobile manipulator incorporating a 3-degree-of-freedom manipulator, LiDAR, RGB cameras, onboard computation, and Robot Operating System 2 (ROS2) software. The platform was designed to support scalable deployment through standardized hardware, modular construction, and common software. A fleet of twenty robots was manufactured and deployed for both educational and research activities. Educational validation …

Surrogate-Based Approaches For Evaluating Post-Harvest Food Safety Interventions In Fresh Produce, Md Shafiul Islam Rion

Graduate Theses, Dissertations, and Problem Reports (ETD)

Pathogenic bacteria are still a threat to human beings worldwide as their presence is often unknown even if they are already present in fresh produces. This in turn resulted in several outbreaks and recalls across the United States. This dissertation investigated the survival of pathogenic bacteria and their potential non-pathogenic surrogates after antimicrobial interventions in different modes of applications on the surface of cantaloupes, butternut squash, and fresh cilantro. In the first study, peroxyacetic acid (PAA) was applied in three separate doses on nalidixic acid resistant Salmonella Typhimurium, Listeria monocytogenes, Enterococcus faecium, and Listeria innocua inoculated cantaloupe surfaces …