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Unsuccessful? Universal Human Rights And The United Nations: Russian Imperialism In Ukraine And The Post-Udhr International System, Sofiia Novytska Jan 2026

Unsuccessful? Universal Human Rights And The United Nations: Russian Imperialism In Ukraine And The Post-Udhr International System, Sofiia Novytska

Graduate Theses, Dissertations, and Problem Reports (ETD)

Human universality has always stood as a controversial subject and remains politically contentious today. Following the humanitarian crisis of World War II, the international community was determined to protect the integrity and dignity of people worldwide by developing the United Nations’ Universal Declaration of Human Rights. However, universal human rights were not invented by the Declaration and were already conceptually established in global ancient thought, further evolved into Early Modern scholarship, and later paved the way for modern humanitarian frameworks. The UDHR was not universally well-received, and was criticized for its revolutionary legal character, postcolonial contestation, and practical ambiguity. The …


The Deposition, Prevalence, And Persistence Of Gunshot Residue In Standard And Less Lethal Ammunition, Liliana Claire Barbosa Jan 2026

The Deposition, Prevalence, And Persistence Of Gunshot Residue In Standard And Less Lethal Ammunition, Liliana Claire Barbosa

Graduate Theses, Dissertations, and Problem Reports (ETD)

During the discharge of a firearm, gunshot residue (GSR) is released and settles into nearby surfaces, leaving traces that can provide valuable information for forensic investigations. This study aims to improve understanding of the deposition, prevalence, and persistence of standard and less-lethal ammunition through an analytical framework that examines collection and analysis protocols, revealing connections among multiple traces for effective use in investigations and courtroom proceedings.

Research into the chemical residues of less lethal ammunition (LLA) is a critical frontier in shooting investigations. While standard leaded ammunition has over a century of established literature, the chemical fingerprints of LLA residues …


The Role Of Temperature And Carbon Source In Nutrient Acquisition For Peptidoglycan Synthesis In A Gfp-Expressing Borreliella Burgdorferi, Barrett-Anne Conner Briggs Jan 2026

The Role Of Temperature And Carbon Source In Nutrient Acquisition For Peptidoglycan Synthesis In A Gfp-Expressing Borreliella Burgdorferi, Barrett-Anne Conner Briggs

Graduate Theses, Dissertations, and Problem Reports (ETD)

Lyme disease is the most common vector-borne disease in the United States with an estimated yearly incidence rate of more than 300,000 cases. Borreliella burgdorferi, the etiological agent of Lyme disease, is transmitted by the bite of an infected Ixodes scapularis tick and can cause debilitating pathologies affecting numerous body systems. Symptoms include fever, fatigue, joint pain, and a characteristic bull’s eye rash (erythema migrans) at the site of the tick bite. The timely and appropriate use of antibiotics effectively treats early Lyme disease; however, uncomfortable side effects reduce treatment compliance. If left untreated, long-term complications can arise including facial …


Strategic Transition Planning And Post-Graduation Preparedness For Students In Secondary School, Kelsey Renae Armentrout Jan 2026

Strategic Transition Planning And Post-Graduation Preparedness For Students In Secondary School, Kelsey Renae Armentrout

Graduate Theses, Dissertations, and Problem Reports (ETD)

The transition period between high school and post-graduation life can be a challenging time for many students. Young adults may follow different paths, including going into the workforce or attending post-secondary education, as well as learning how to navigate life skills such as paying bills, buying a house or a car, applying for jobs, obtaining insurance, and occupations within the adult life stage. While young adults may learn about these things throughout their high school career, it is likely that the feelings of unpreparedness are continuously relevant. The purpose of this DCE is to develop and implement learning modules for …


Difficult Tasks And Strained Ties: Irritation As A Mediator For Relationship Quality And Caregiver Distress, Payton Elisabeth Radcliffe Jan 2026

Difficult Tasks And Strained Ties: Irritation As A Mediator For Relationship Quality And Caregiver Distress, Payton Elisabeth Radcliffe

Graduate Theses, Dissertations, and Problem Reports (ETD)

Caregiving, defined as providing regular unpaid assistance to individuals with chronic illness or disability, is a widespread role associated with both societal benefit and psychological strain (Berg et al., 2021; Schulz et al., 2020). Prior research indicates that perceived caregiving difficulty is a key predictor of caregiver distress, though the mechanisms underlying this association remain unclear (Blom et al., 2024; Gérain & Zech, 2022). Drawing on the Stress Process Model (Pearlin et al., 1990), the present study examined irritation as a mediator linking perceived caregiving difficulty to relationship quality and caregiver distress, while also testing whether caregiver relationship type moderates …


Effectiveness Of Occupational Therapy-Inspired Educational Sessions For Mothers Accessing Women, Infants, And Children (Wic) Services, Samantha Annette Merew Jan 2026

Effectiveness Of Occupational Therapy-Inspired Educational Sessions For Mothers Accessing Women, Infants, And Children (Wic) Services, Samantha Annette Merew

Graduate Theses, Dissertations, and Problem Reports (ETD)

This doctoral capstone project examined the effectiveness of occupational therapy (OT)-inspired group and one-on-one educational sessions designed to support the emotional, mental, and social well-being of pregnant and postpartum mothers accessing Women, Infants, and Children (WIC) services in Onslow County, North Carolina. Grounded in the Model of Human Occupation and Cognitive Behavioral Frame of Reference, the program aimed to address gaps in holistic maternal health support, particularly among low-income and at-risk populations. Eight structured group sessions and five one-on-one sessions were developed, implemented, and evaluated, focusing on topics such as stress management, emotional regulation, self-care, role transition, and self-advocacy. A …


Lighting The Woods When There Are No Woods, Michael M. Mcginley Jan 2026

Lighting The Woods When There Are No Woods, Michael M. Mcginley

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis will document my own journey into the woods. I will discuss my role as the lighting designer, highlighting my design processes and decisions. The show’s evolution and history from the first design meeting to opening night will be documented and reflected upon. Additionally, I will expand on collaboration with the other design team members, the challenges and struggles that I encountered, and lastly my own reflection on the entire process. I will be using lighting paperwork, research photos, and production photos to illustrate key points and highlight details.


The Resilient Educator: Examining The Role Of Resilience On A First-Year Rural Music Educator’S Job Satisfaction, Isaac Price Jan 2026

The Resilient Educator: Examining The Role Of Resilience On A First-Year Rural Music Educator’S Job Satisfaction, Isaac Price

Graduate Theses, Dissertations, and Problem Reports (ETD)

The future of music education in schools is largely determined by educators' resilience in their positions. Resilience is the process of adapting to adversity by accessing and utilizing intrinsic and extrinsic resources available (Gu & Day, 2007; Squires et al., 2023). Resilience affects various aspects of an educator’s personal and professional life, including job satisfaction (Li, 2023). Job satisfaction can affect teacher health, teacher performance, and teacher retention, which in turn may affect student performance (Huysman, 2008; Lu et al., 2024; Robison & Russell, 2022). The circumstances and events that occur during a teacher’s first year in the profession can …


Virtual Ensembles_ A Beginner's Guide For Recording Multitrack Audio Projects In Logic Pro, Joseph Walczyk Jan 2026

Virtual Ensembles_ A Beginner's Guide For Recording Multitrack Audio Projects In Logic Pro, Joseph Walczyk

Graduate Theses, Dissertations, and Problem Reports (ETD)

During the COVID-19 pandemic, musicians worldwide were suddenly unable to rehearse and perform for live audiences. This, however, did not stop people from finding ways to continue making music and perform. The idea of a virtual ensemble was not new, but it was a mystery to many. The author’s own virtual ensemble, Cinematic Brass, is one of the many groups that found continued success in producing virtual ensemble projects post-pandemic. This research aims to demystify the process, helping beginners take their first steps towards high-quality virtual ensemble audio recordings. Included are equipment recommendations, examples of file organization and communication, recording …


Treatment Of Birdsong In Selected Works For Solo Piano, Madeline Hoover Jan 2026

Treatment Of Birdsong In Selected Works For Solo Piano, Madeline Hoover

Graduate Theses, Dissertations, and Problem Reports (ETD)

Birdsong-inspired music makes up a small but important part of the classical piano repertoire. This paper reviews birdsong in classical music since the seventeenth century, exploring different techniques for mimicking birdsong and the unique strengths of the piano as an instrument for purveying bird music. In the Baroque and Classical eras, the cuckoo song was sampled often because of its simplicity. Later, composers’ attention turned toward more complicated songs, like that of the hermit thrush. Interest in more complex songs led to experimentation in notation and a push for more accurate transcriptions. In the 20th century, composers included recordings of …


Computational Methods For Identification Of Molecular Signatures, Weijun Yi Jan 2026

Computational Methods For Identification Of Molecular Signatures, Weijun Yi

Graduate Theses, Dissertations, and Problem Reports (ETD)

This work develops computational methods for identifying molecular signatures from high-throughput genomic data and for modeling long non-coding RNA (lncRNA) sub-cellular localization. The response of multiple myeloma to CB-6644, a selective RUVBL1/2 complex inhibitor with potential anti-tumor activity, is analyzed to identify drug-responsive pathways and molecular signatures. Conventional gene set enrichment analysis (GSEA) often excludes low-expression genes. Here, phenotype comparison is reformulated as a supervised machine learning problem: genes most informative for discrimination are first selected using a machine learning approach, and GSEA is then applied to these machine-learning derived gene sets. This framework improves detection of CB-6644-associated pathways. For …


A Constraint-Based Approach To Developing Melodic Improvisational Skills In Intermediate Jazz Piano Students, Alton Xian Rong Wong Jan 2026

A Constraint-Based Approach To Developing Melodic Improvisational Skills In Intermediate Jazz Piano Students, Alton Xian Rong Wong

Graduate Theses, Dissertations, and Problem Reports (ETD)

This study examines the pedagogical value of a constraint-based approach in helping students develop improvisational fluency and coherence by facilitating audiation. Although there are pedagogical texts on jazz improvisation that incorporate exercises shaped by constraint-based thinking, there is neither a systematic framework for their application with students of varying levels and musical backgrounds, nor a clear explanation of their pedagogical purpose. This research investigates how constraint-based pedagogy, through the lens of rhythmic, harmonic, and melodic parameters, can be applied independently or collectively to support the development of improvisational fluency in intermediate level jazz piano improvisers. It argues that musical constraints …


Bridging Physics-Based Modeling And Machine Learning To Predict Material Behavior: Applications In Fatigue Crack Growth And Dielectric Property Characterization, Ansan Pokharel Jan 2026

Bridging Physics-Based Modeling And Machine Learning To Predict Material Behavior: Applications In Fatigue Crack Growth And Dielectric Property Characterization, Ansan Pokharel

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation integrates physics-based modeling with machine learning (ML) to predict how materials behave under complex thermal and mechanical conditions. A key innovation of this work is the use of finite element analysis (FEA) to supplement experimental data. This approach creates more diverse and representative synthetic datasets, helping to reduce the limitations and biases that arise when training ML models solely on experimental measurements. The research focuses on two applications: improving the prediction of fatigue properties in superalloys and estimating temperature-dependent, high-frequency dielectric properties relevant to microwave-based chemical processing.

In the first study, low-cycle fatigue experiments were performed on the …


Preparing The Professional: Selected Uses Of Digital Audio Workstations In Applied Tuba Studios, Reid Timothy Cox Jan 2026

Preparing The Professional: Selected Uses Of Digital Audio Workstations In Applied Tuba Studios, Reid Timothy Cox

Graduate Theses, Dissertations, and Problem Reports (ETD)

The modern music job market calls for musicians to cultivate and engage with a diverse range of area interests and skillsets. Collegiate music programs provide opportunities to prepare students professionally, yet programs have traditionally fallen behind changes in the job market. One way that music faculty within higher education can help prepare students to succeed after graduation is by teaching students to engage with digital audio workstations, also known as DAWs. Using DAWs, students can gain new practice tools, as well as learn skills that are helpful in a number of musical careers. This is of particular use to the …


Be A Man: Hypermasculinity And Hostile Attribution Bias As Predictors Of Violence, Kaley Nicole Potter Jan 2026

Be A Man: Hypermasculinity And Hostile Attribution Bias As Predictors Of Violence, Kaley Nicole Potter

Graduate Theses, Dissertations, and Problem Reports (ETD)

In recent years, violence has risen to record-high numbers in communities and correctional facilities, with men perpetrating the vast majority of violent crimes. Hypermasculine values (e.g., power, aggression, and domination) have been linked to aggressive and violent behavior. Hostile attribution bias, which leads individuals to attribute hostile intent to neutral or ambiguous stimuli, has also been linked to aggression.

The current study used structural equation modeling (SEM) to examine hypermasculinity and hostile attribution bias as predictors of proclivity for violence, comprised of aggression and historical violence. The model was iteratively modified to assess changes in model fit and constructs. Male …


Ai-Assisted Task Completion: Consumer Sentiments By Effort Level, Jason Mickey Martin Jan 2026

Ai-Assisted Task Completion: Consumer Sentiments By Effort Level, Jason Mickey Martin

Graduate Theses, Dissertations, and Problem Reports (ETD)

This study examines consumer anger in reaction to firms’ use of artificial intelligence (AI) to assist them in the completion of tasks. Specifically, we focus on instances when AI supplements rather than replaces human effort. Using cognitive appraisal theory and psychological contract constructs, this research investigates how the amount of effort consumers invest into a service review and the effort reciprocated by firms influences emotional reactions. Across two studies, using scenario-based experiments, we find that consumers report higher levels of anger when AI is used to aid in responding to high-effort reviews compared to low-effort reviews. The results suggest that …


Among The Remnants, Jade-Lynn B. Lewis Vance Jan 2026

Among The Remnants, Jade-Lynn B. Lewis Vance

Graduate Theses, Dissertations, and Problem Reports (ETD)

This written thesis serves as supporting documentation and research for my Master of Fine Arts thesis exhibition, Among the Remnants, at West Virginia University. This dissertation will explain how my artistic vision, influences, research, and thesis exhibition fits into larger art and cultural contexts. Drawing from art history and theory, my work explores memory, touch, and fragmentation. My fascination with artifacts and the stories they hold inspires my research and drives me to create personal connections within my own art. The figurative sculptures serve as a vessel for recalling impactful experiences and embodying personal perception and these interactions. The …


Development Of Hydrogen Emissions Quantification Systems To Expand Understanding Of Leaks And Losses Associated With The Burgeoning Hydrogen Transportation Sector, Christopher Loomis Jan 2026

Development Of Hydrogen Emissions Quantification Systems To Expand Understanding Of Leaks And Losses Associated With The Burgeoning Hydrogen Transportation Sector, Christopher Loomis

Graduate Theses, Dissertations, and Problem Reports (ETD)

To combat global warming, alternative fuels are being investigated. Hydrogen is at the forefront of this movement, advertised as having zero emissions due to the products of the energy reaction being only water. However, studies over recent decades indicate that hydrogen in the atmosphere acts as a form of greenhouse gas (GHG) by increasing the lifespan of methane in the atmosphere. Models are attempting to estimate the possible effects of a transition to a hydrogen-fueled economy but lack empirical data to provide confidence to these estimated values. There is little data that quantifies hydrogen from anthropogenic sources.

To address this …


A Prospective Analysis Of Success And Survival Of Haptic Robotically Driven Dental Implant Placement., Samuel Clarkman Smith Jan 2026

A Prospective Analysis Of Success And Survival Of Haptic Robotically Driven Dental Implant Placement., Samuel Clarkman Smith

Graduate Theses, Dissertations, and Problem Reports (ETD)

Purpose: The aim of this prospective study was to assess survivability of dental implants placed using robotic computer aided implant surgery via Yomi® (Neocis, Inc. Miami, FL) after at least 1 year of functional loading. Secondary analysis included additional success and marginal bone loss outcomes after at least 1 year of functional loading of the same Straumann (Basel, Switzerland) titanium dental implants that were placed with the r-CAIS workflow. Materials and Methods: Since acquisition of the Yomi® robotic system, a comprehensive list of patients who underwent dental implant therapy via r-CAIS methodology at West Virginia University Department of Graduate Periodontics …


Reducing Inorganic Phosphorus In Poultry Diets: Nutritional Constraints And Strategies For Successful Implementation, Elizabeth Ann Lynch Jan 2026

Reducing Inorganic Phosphorus In Poultry Diets: Nutritional Constraints And Strategies For Successful Implementation, Elizabeth Ann Lynch

Graduate Theses, Dissertations, and Problem Reports (ETD)

Applied poultry nutrition and feed manufacture science can be described as a “three-legged stool” supported by pellet quality, feed hygienics, and nutrient availability, where imbalance in any one component can compromise overall bird performance. The research presented herein primarily addresses feed hygienics and nutrient availability, with pellet quality serving as an underlying theme, to better understand how processing conditions and dietary formulation influence performance and nutrient utilization.

In Chapter 2, the objective of this study was to evaluate the effects of hygienizer retention time on bacterial reduction during feed manufacture using Enterococcus faecium as a Salmonella surrogate. Pellet mill motor …


Development And Additive Manufacturing Of Uv And Dual-Curable Elastomers For Soft Robotic Actuators And Embedded Sensors Via Direct Ink Writing, Emrah Demirkal Jan 2026

Development And Additive Manufacturing Of Uv And Dual-Curable Elastomers For Soft Robotic Actuators And Embedded Sensors Via Direct Ink Writing, Emrah Demirkal

Graduate Theses, Dissertations, and Problem Reports (ETD)

The advancement of soft robotics requires materials and manufacturing methods that combine large deformation, structural stability, and integrated sensing within a single soft system. Conventional fabrication techniques often limit design flexibility and the incorporation of functional materials into soft structures. This dissertation addresses these challenges through the development of UV-curable and dual-curable silicone elastomers for the direct ink writing (DIW) of soft robotic actuators and embedded sensors.

UV-curable elastomers were first synthesized through thiol-ene click chemistry using poly(mercaptopropylmethylsiloxane) (MMPS) and vinyl-terminated polysiloxane (VPS). Their curing behavior, rheological response, printability, and mechanical properties were evaluated for DIW. These materials enabled rapid …


Using Side Looking Hydroacoustics And Community Size Spectra To Assess Invasive Carp’S Impact On Fish Assemblage Integrity, Daniel Jacob Bryan Jan 2026

Using Side Looking Hydroacoustics And Community Size Spectra To Assess Invasive Carp’S Impact On Fish Assemblage Integrity, Daniel Jacob Bryan

Graduate Theses, Dissertations, and Problem Reports (ETD)

Often accounting for over half of total fish biomass, invasive silver carp have dramatically reshaped the ecosystem of the Mississippi River and its tributaries. These high silver carp densities have been shown to affect native fish body condition, abundance, and community structure, highlighting the need for efficient methods to quantify silver carp’s effect on the native fish assemblage. Community size spectra (CSS) is a metric that quantifies fish assemblage body size structure based on the decrease in fish abundance with increasing size. To estimate silver carp’s effects on CSS in the Ohio River, side looking hydroacoustic monitoring was used alongside …


Using Aqueous Geochemistry Of Acid Mine Drainage To Spatially Investigate Concentrations Of Rare Earth Elements Throughout West Virginia, Pennsylvania, And Maryland, Elyssa Lynn Allen Jan 2026

Using Aqueous Geochemistry Of Acid Mine Drainage To Spatially Investigate Concentrations Of Rare Earth Elements Throughout West Virginia, Pennsylvania, And Maryland, Elyssa Lynn Allen

Graduate Theses, Dissertations, and Problem Reports (ETD)

Rare earth elements (REEs) are an important commodity utilized in many industries such as electronics, defense, manufacturing, medicine, and green energy production. A lack of economical domestic sources forces the United States to import a majority of its supply, and incentivizes novel methods of acquisition. Mining regions of the United States, such as Appalachia or the West, are afflicted with acid mine drainage (AMD) impacted surface waters. REEs occur in varying concentrations within coal seams, indicating that coal and its waste are potential avenues of recovery that might also incentivize the remediation of coal impacted areas. Understanding spatial and geochemical …


Ai-Driven Prediction And Reconstruction Of Missing Cased-Hole Logs For Improved Well System Understanding, Samuel Avilez Martinez Jan 2026

Ai-Driven Prediction And Reconstruction Of Missing Cased-Hole Logs For Improved Well System Understanding, Samuel Avilez Martinez

Graduate Theses, Dissertations, and Problem Reports (ETD)

Well logging is a fundamental technique in formation evaluation providing continuous, real-time measurements of geological and petrophysical properties within a well. Through the systematic analysis of well logs, engineers and geoscientists can accurately determine critical formation characteristics, including porosity, permeability, lithology, and fluid composition. Well logging is fundamental for making informed decisions and reducing uncertainties in the exploration and development of oil and gas reservoirs.

Despite its significance, the acquisition of reliable well log data in oil and gas wells is often compromised by various operational, mechanical, and formation-related challenges, as well as pressure, fluid, and equipment constraints. In high-risk …


Impact Of Occupational Therapy Within The Rosenbaum Family House: How Program Development Supports Health And Well-Being For Caregivers And Care Recipients, Zaccardi P. Muniz Jan 2026

Impact Of Occupational Therapy Within The Rosenbaum Family House: How Program Development Supports Health And Well-Being For Caregivers And Care Recipients, Zaccardi P. Muniz

Graduate Theses, Dissertations, and Problem Reports (ETD)

Healthcare hospitality houses (HHH) are designed to accommodate patients and caregivers receiving medical treatment far from home. The Rosenbaum Family House (RFH) acts as the HHH adjacent to J.W. Ruby Memorial Hospital in Morgantown, West Virginia. The RFH offers amenities that meet the basic needs of guests; However, there is an opportunity for occupational therapy-based program development to help further assist caregivers and care recipients both inside and outside the RFH. During the doctoral capstone experience (DCE), a three-phase project was developed to support the health and well-being of guests and WVUMedicine clients through group programming, resource guide development, and …


Exploring The Role Of Occupational Therapy In A Pediatric Specialty Care Office, Sierra Leigh Hays Jan 2026

Exploring The Role Of Occupational Therapy In A Pediatric Specialty Care Office, Sierra Leigh Hays

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: The role of OT in primary and specialty care clinics is a rising area of interest in the field. There are also many multidisciplinary clinics that OTs can be or are apart of. This study aims to evaluate the consulting role of OT in primary and specialty care clinics, as well as to evaluate data collected by an OT in a pediatric brachial plexus and peripheral nerve clinic. Methods: The first objective was focused on analyzing functional outcomes, using the Active Movement Scale (AMS), of children following neurosurgery or onabotulinum toxin A injections. This was a retrospective study with …


Data-Driven Methodologies For Mapping Cultural Heritage: The Case Of The National Coal Heritage Area, West Virginia, Usa, Hossain Mohammad Nahyan Jan 2026

Data-Driven Methodologies For Mapping Cultural Heritage: The Case Of The National Coal Heritage Area, West Virginia, Usa, Hossain Mohammad Nahyan

Graduate Theses, Dissertations, and Problem Reports (ETD)

The objective of this dissertation was to develop a comprehensive, data-driven spatial framework for characterizing the complex cultural landscape of the National Coal Heritage Area (NCHA) in West Virginia. By transitioning away from traditional, heuristic spatial mapping, this research integrates advanced spatial statistics, machine learning, and GIS-based methodologies to objectively quantify the physical, visual, and cultural dimensions of the post-mining environment. The research is structured around three interconnected empirical studies, each addressing a specific scale of the Landscape Character Assessment (LCA) framework to support heritage conservation and sustainable spatial planning. The first paper focused on landform classification, developing an automated …


Improving Antibiotic Prescribing For Urinary Tract Infections In Urgent Care Centers, Alexis Alastanos Jan 2026

Improving Antibiotic Prescribing For Urinary Tract Infections In Urgent Care Centers, Alexis Alastanos

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Urinary tract infections (UTIs) are one of the most common infections that require antibiotic therapy. Providers working in three urgent care clinics located in Eastern West Virginia diagnosis and treat UTIs based on their clinical judgement. Variability in clinical judgement results in inappropriate antibiotic use which has implications on antibiotic resistance and the financial burden of the patients as well as the entire organization.

Evidence Review: A total of 10 articles were evaluated to support the implementation of antibiotic stewardship initiatives that provide guidance in caring for this population. Interventions include electronic health record enhancements, provider education, and tracking …


‘She Dared Not’: Authority In The Monasteries Of The Diocese Of Lincoln, 1400-1540, Morgan Mcminn Jan 2026

‘She Dared Not’: Authority In The Monasteries Of The Diocese Of Lincoln, 1400-1540, Morgan Mcminn

Graduate Theses, Dissertations, and Problem Reports (ETD)

Within monastic life, the Benedictine Rule prioritized the role of the abbot, and much of the everyday running of the house was left to his discretion. He was the elected father of the community, the pastor of the flock, the educator who instructed by word and example. He should discipline firmly but be loved and not feared, and he should play no favorite but rather adapt to the situation at hand. His brethren should obey him without question as the representative of Christ in the monastery, their self-will and earthly possessions submitted to him. These elements are also present in …


Development And Validation Of A Multi-Output Neural Network-Based Virtual Temperature Sensor For Electric Vehicle Thermal Management, Dalton Michael Wiggins Jan 2026

Development And Validation Of A Multi-Output Neural Network-Based Virtual Temperature Sensor For Electric Vehicle Thermal Management, Dalton Michael Wiggins

Graduate Theses, Dissertations, and Problem Reports (ETD)

Battery electric vehicles (BEVs) rely on accurate thermal management to ensure component performance, efficiency, safety, and long-term durability. Critical propulsion system components, including electric motors and high-voltage battery packs, are commonly monitored using physical temperature sensors. However, these sensors increase system cost, introduce additional hardware complexity, and may be impractical for directly measuring temperatures at critical internal locations. Virtual temperature sensors (VTSs) provide a software-based alternative by estimating component temperatures using readily available vehicle operating data.

This research presents the development and validation of a long short-term memory (LSTM) neural network-based virtual temperature sensor capable of simultaneously estimating the motor …