Digital Commons Network^™

Deep Learning Approaches For Predicting Strain Energy In Heterogeneous Materials, Junesh Gautam

Electronic Theses and Dissertations

Finite Element Analysis (FEA) faces computational challenges when analyzing nonlinear and heterogeneous materials. Utilizing the Mechanical MNIST dataset, comprising 60,000 simulated samples of 28x28 pixel domains under large deformation, the study evaluates classical regression methods (Linear Regression, Random Forest, Gradient Boosting) and advanced deep learning architectures (Convolutional Neural Networks (CNN) and Residual Networks (ResNet)). CNN models achieved superior performance, with a Mean Squared Error (MSE) of 4.21 and an R2 value of approximately 0.982, outperforming classical regression models and slightly surpassing ResNet architectures. These deep learning methods automatically learn spatial relationships from pixel-based representations, eliminating the need for manual feature …

Satellite And Uas Synergy For Large-Scale Crop Canopy Cover Mapping With Deep Learning, Muhammad Ali Irshad

Electronic Theses and Dissertations

No abstract provided.

St-Hybrid: Dynamic Graph Learning With Multi-Scale Spatio-Temporal Attention For Traffic Forecasting, Dhe Yeong Ewaza Tchalla

Electronic Theses and Dissertations

Accurate short-term traffic forecasting is central to modern Intelligent Transportation Systems, supporting route guidance, adaptive signal control, and incident response. Yet producing reliable predictions remains difficult because traffic is highly non-stationary. The relationships among roadway sensors shift during congestion, incidents, weather changes, or fluctuations in demand, and the temporal structure of traffic spans several scales from abrupt minute-level variations to broader daily and weekly rhythms. Models that rely on fixed spatial graphs or a single temporal scale tend to miss these evolving and layered dependencies. This thesis addresses these challenges by developing a graph-learning framework that adapts to changing traffic …

Integrating Invasion Risk And Habitat Suitability To Guide Invasive Species Management In Wetlands, Lakes, And Rivers, Brenden M. Elwer

Electronic Theses and Dissertations

Invasive species disrupt ecosystems by altering habitats, competing with native species, and disrupting food webs. The northern Great Plains is an ecologically important region with many wetlands, lakes, and rivers that are under threat from two invasive species, Bighead (Hypophthalmichthys nobilis) and Silver Carp (H. molitrix; bigheaded carp). These large planktivores change the abundance and composition of phytoplankton and zooplankton communities which alters prey for native mussels, fishes, and, potentially, waterfowl. Bigheaded carps have invaded a portion of the Northern Great Plains, and preventing further spread is a primary management goal. My work assists these efforts by providing tools to …

Effects Of Storage Conditions On The Composition, Physical Properties, And Functionalities Of Peas And Lentils, Fatimah Alsaeed

Electronic Theses and Dissertations

Peas (Pisum sativum L.) and lentils (Lens culinaris) are nutritionally rich pulses valued for their high protein, fiber, and starch content. Although their composition and health advantages are widely known, little is known about the effects of long-term storage on their functional qualities and nutritional value. The purpose of this study was to investigate the impact of storage conditions and duration on the proximate composition, physical attributes, and techno-functional traits of lentils and peas. Storage conditions included bin (BIN; -30 to 41°C, 20–98% RH), non-environmentally controlled warehouse (NECW; -23 to 32°C, 25–84% RH), and environmentally controlled warehouse (ECW; 19–21°C, 50–53% …

Pressure-Related Discrepancies In Landsat 8 Level 2 Collection 2 Surface Reflectance Products And Their Correction, Santosh Adhikari

Electronic Theses and Dissertations

No abstract provided.

Innovative Approaches To Enhancing The Functional Properties Of Dairy Products: Evaluating Water Hydration Effects On Fat-Free Mozzarella Baking Performance And Impact Of Hyaluronic Acid On The Functional Properties Of Milk, Suresh Ganpatbhai Sutariya

Electronic Theses and Dissertations

In recent years, the dairy sector has experienced a significant rise in the healthy eating trend, with consumers increasingly seeking products that are fat-free, free from added sugars, and high in protein. Additionally, specialized health dairy items enriched with functional ingredients such as probiotics, prebiotics, and bioactive peptides are gaining traction for their added health benefits. This dissertation covers three studies in two domains: the first on water hydration's impact on fat-free mozzarella baking, and the second on the influence of hyaluronic acid, and its combination with kappa-carrageenan, on the physical properties of milk. One such product, Fat-free mozzarella is …

Evaluating The Success Of The Rev It Up! Curriculum Training On The Self-Efficacy Of Sdsu Extension Expanded Food And Nutrition Education Program (Efnep) & Supplemental Nutrition Assistance Program - Education (Snap-Ed) Paraprofessional Educators In Teaching Adolescents, Oluwatemilorun Akinsanya

Electronic Theses and Dissertations

Objective: Evaluate self-efficacy changes among Extension paraprofessional nutrition educators after receiving an adolescent curriculum (Rev It Up!) training. Methods: Paired t-tests on three adapted scales measured changes at pre- (T1), post- (T2), and 1 yr post-intervention (T3): the Teacher Interpersonal Self-Efficacy Scale (TISS), Nutrition Teaching Self-Efficacy Scale (NTSES), and Self-Efficacy and Nutrition Teaching Methods scale (SNTMS). Results: Six educators completed the TISS and NTSES; 5 completed the SNTMS. The TISS showed significant improvement from T1 to T2 only (p= 0.03); the NTSES showed improvement between T1 and T2 (p= 0.01) and T1 and T3 (0.01); and there were no significant …

Evaluation Of Established Perennial Clover Living Mulch And Soil Management Effects On Weed Suppression, Soil Health, And Broccolini Production For The Northern Great Plains, Connor Ruen

Electronic Theses and Dissertations

Vegetable cropping systems have long been reliant on the use of tillage to prepare favorable seedbeds and manage weed pressure. Tillage degrades soil structure, decreases water infiltration and leads to compaction. Due to recent droughts across the central United Stated, it is important for water conservation to improve infiltration and avoid run off and erosion. Changes in weather patterns not only influence drought conditions but bring heat waves that have made early and late planted cool season crops in the brassica family prone bolting, leading to unmarketable produce and economic losses for farmers. This 2023 and 2024 study was designed …

Ovarian Response, Endocrine Environment, And Pregnancy-Associated Glycoproteins In Beef Cows Using The 7 & 7 Synchronization Protocol, Hunter Haberman

Electronic Theses and Dissertations

This Review aims to provide an overview of the bovine estrous cycle and pregnancy establishment, beginning with follicular development, luteolysis, maternal recognition of pregnancy and early embryonic development. Manipulating the estrus cycle with synchronization protocols is a critical aspect of the beef industry and has greatly improved the efficiency of artificial insemination. This review will evaluate various strategies to synchronize estrus from the very basic to more advanced synchronization protocols. There are many factors that affect the success of the protocol, and many studies have been done to evaluate the estrus cycle to reach the highest level of success from …

The Implications Of The Menstrual Cycle On Upper Extremity Function And Injury Risk, Kaitlyn Ashley Armstrong

Electronic Theses and Dissertations

BACKGROUND: Musculoskeletal disorders (MSDs) are the leading cause of time lost from work in the healthcare industry (US Bureau of Labor Statistics, 2022). Women account for 75 percent of the total employment in hospitals (BLS, 2022). It is important to identify key risk factors that may be contributing to the high rates of injury in this sector. Females bring a variety of unique factors into account, and understanding these factors could be critical for improving individual health and the burden placed on the system due to absenteeism resulting from injury. The cyclical hormonal fluctuations that occur over a menstrual cycle …

Levee Breach Analysis Using Numerical Simulation Aided By Machine Learning, Mudhaffer Alqudah

Electronic Theses and Dissertations

This dissertation presents a multi-faceted framework for the prediction of geotechnical and hydraulic failure mechanisms in earthen structures, with a focus on levees and embankments. The study integrates laboratory testing, numerical modeling, and artificial intelligence (AI) to enhance the assessment and forecasting of levee performance under static and dynamic loading conditions.

The first component of the research applies various machine learning (ML) algorithms to predict Unconfined Compressive Strength (UCS) of soils using basic geotechnical parameters. Experimental data from lab-tested soil mixtures were used to train and compare models including Artificial Neural Networks (ANN), Gradient Boosting, Random Forests, K-Nearest Neighbors, Support …

Les Conditions De Vie De La Classe Ouvrière Dans Les Chefs-D’ Œeuvre De Ousmane Sembène, Sawel Awuni

Electronic Theses and Dissertations

Francophone African literature emerged as a vehicle for criticism of the colonial system, subsequently shifting its focus to neocolonialism as a new stage of imperialism. Literature and film served as instruments for critiquing imperialist structures, which engendered societal issues and fostered division among Africans. This study examines how Sembène’s books and films satirize society and their continued relevance to contemporary issues in the countries and cities depicted in these literary and cinematic works. To conduct this study, two books and a film were selected as primary sources: Le Docker Noir, Les Bouts de bois de Dieu, and “La Noire de…”. …

Designing Security Primitives Using Digital And Analog Discrete-Time Chaotic Systems, Mrittika Chowdhury

Electronic Theses and Dissertations

In this thesis, we explore the design of lightweight, reconfigurable, and entropy-rich security primitives using both digital and analog discrete-time chaotic systems. By leveraging the inherent unpredictability, sensitivity to initial conditions, and nonlinear dynamics of chaos theory, we present two distinct architectures: a pseudo-random number generator (PRNG) built using digital chaotic maps and a physically unclonable function (PUF) constructed from a compact analog chaotic oscillator. Each system is tailored for efficient implementation on resource-constrained platforms while maintaining strong statistical and security properties.

Boundaries And Barriers: A Study On The Factors Influencing Bachelor’S Degree Attainment For Women In Arkansas At Regional Public Universities, Meagan Rochelle Bowling Fudge

Electronic Theses and Dissertations

Arkansas consistently ranks among the bottom five states nationally for bachelor’s degree attainment. To explore the factors contributing to this trend and identify opportunities for increasing degree completion, this study focuses on women attending Regional Public Universities (RPUs) in Arkansas. By examining the barriers these women face, this research aims to uncover critical gaps and inform future areas for research, policy, and investment.

Women represent the largest segment of undergraduate enrollment in the state, consistently enrolling in college at higher rates than their male peers. RPUs enroll more bachelor's degree-seeking students than any other type of institution in Arkansas, including …

Multi-Hazard Analysis Of Bridges Under Seismic, Flood-Induced Scour, And Hydrodynamic Loading, Raul Gautam

Electronic Theses and Dissertations

Natural disasters such as floods and earthquakes pose significant threats to the resilience of highway transportation systems, particularly compromising the safety and serviceability of bridges. In regions susceptible to both seismic activity and flooding, the combined effects of earthquake loading, flood-induced scour, and hydrodynamic forces create a critical multi-hazard scenario. This research develops a comprehensive multi-hazard analysis framework to evaluate bridge performance under combined seismic and flood-induced hazards. Three-dimensional finite element (FE) models of representative three- and six-span steel girder bridges are developed and analyzed under varying scour depths and hydrodynamic loading conditions. Modal analysis, static pushover analysis, and non-linear …

Access To Pharmacies: Implications For Theory, Outcomes, And Policy, Emily Gravlee

Electronic Theses and Dissertations

This dissertation achieved the following objectives: (1) developed a patient-centered access to pharmacies framework; (2) evaluated the impact of pharmacy closures on immunization rates among Medicare beneficiaries; and (3) examined the influence of state-level pharmacy benefit manager (PBM) regulations on rates of pharmacy closures.

For objective 1, a grounded theory methodology was used to identify a patient-centered access to pharmacies framework (PcAP). This framework asserts that patients determine whether they have access to a pharmacy through evaluation of their characteristics, the characteristics of pharmacies, and their own needs or values within the context of a health-related need. This evaluation of …

Measuring The Dynamic Exponent Across The Excitation Spectrum Of The Fredkin Spin Chain, Coleman Kristopher Irby

Electronic Theses and Dissertations

Spin chains are thoroughly studied models used throughout statistical physics. They make considerable simplifications to complex many-body systems that allow us to analyze complex behaviors such as phase transitions. With these large interacting systems, it is often impossible to solve them analytically. However, with the advent of digital computers, we are able to investigate these models numerically and to extrapolate to the thermodynamic limit. Our area of study concerns the Fredkin Spin Chain model. The Fredkin Spin Chain is a well studied model which has an exactly solvable ground state and an unusually large dynamical exponent, z. Much analysis has …

The Underrepresentation Of African American Male Educators In K-12 Education, Nisa Lewis Johnson

Electronic Theses and Dissertations

The American education system has struggled with a significant teacher shortage for years. Alongside this shortage is the underrepresentation of African American male teachers. Despite the increasing diversity of the student population, African American men make up less than 2% of teachers nationwide (Aftunion, 2020). This disparity denies all kids access to diverse perspectives in the classroom and limits the presence of role models for students of color. Research studies have shown that African American students who have African American teachers show improvement in their grades, standardized test scores, attendance records, and graduation rates (Breazeale, 2023). This study aimed to …

Secure Wireless Communication With Intelligent Reflecting Surfaces, Babita Pradhan

Electronic Theses and Dissertations

With the promising use of Intelligent Reflecting Surface (IRS) for enhancing the security in wireless communication, this dissertation explores secure wireless communication facilitated by IRS to improve the secrecy rate of the system. We consider a multiple-input single-output (MISO) communication system supported by the IRS in the presence of a single legitimate user (Bob) and an illegitimate user (Eve).

First, we focus on maximizing the secrecy rate of the system through joint optimization of transmit beamforming and the phase shifts of the IRS elements. We examine two methods: (1) Method 1, which directly optimizes the secrecy rate as the objective …

Exploring Aging And Bone Health In Normal Weight Obesity And The Prevalence Of Unhealthy Lean Phenotypes, Pouria Sefidmooye Azar

Electronic Theses and Dissertations

Obesity is a complex chronic condition characterized by the excessive accumulation of body fat. While numerous studies have highlighted the risks of adverse complications associated with obesity, limited research has explored the relationship of body composition phenotypes, more specifically normal weight obesity with aging, and bone health. Also, the prevalence of unhealthy lean phenotypes in adults in the U.S. is not clear. A secondary-data analysis of the National Health and Nutrition Examination Survey (NHANES) 1999-2002 were performed to further examine the relationship between body composition phenotypes—normal weight lean (NWL), overweight/obesity with normal body fat percentage (OBL), normal weight obesity (NWO), …

A Profile Of Contempt: Its Expressive Function In The Age Of Profilicity, Eric Michael Servatius

Electronic Theses and Dissertations

Contempt permeates modern political discourse and popular media. Nevertheless, within the psychological and philosophical literature on reactive attitudes, moral emotions, and negative sentiments, contempt remains comparatively understudied. In this paper, I examine contempt’s intimate connection with social identity and argue that existing accounts of contempt largely overlook the broader social role it plays in a contemporary moment characterized by digital communication and fluid group dynamics. I contend that public expressions of contempt serve two primary expressive functions in modern society: (1) to signal group identification and (2) to enforce group norms—not for the target of contempt, but for third party …

Slope Stability Hazard Investigation Of Calhoun County, Mississippi And The County Road 210 Landslide, Miles Heath Grames

Electronic Theses and Dissertations

This thesis uses geological field data, laboratory characterization of sediments, and multiple computational models of slope stability to investigate a landslide that occurred in Calhoun County, Mississippi. The primary hypothesis is that intense rainfall led to the saturation of the slope, triggering failure through the reduction of shear strength.

Fieldwork included drilling at the failure site to obtain subsurface samples and drone-based site characterizations. Laboratory analysis included soil descriptions, grain size analysis, and Atterberg limit testing. Sample characterizations revealed a stratified soil profile dominated by fine-grained silts and clays, including an organic-rich lignite layer (OL). Strata generally exhibit low permeability …

A Spoonful Of Sugar: A Mathematics Board And Card Games Intervention For Kindergarten Students At Risk For Mathematics Disabilities, Leah Kai Tiisler

Electronic Theses and Dissertations

Early mathematics knowledge in kindergarten students can predict their later success in school and in life, while difficulties with mathematics early on can derail a child’s future unless they are provided with effective interventions. Ideally, interventions should be developmentally appropriate, playful, low in stress, and easy to implement. Board games and card games can be integrated into math interventions and easily adapted to include early arithmetic elements. This dissertation investigates the impact of a mathematics board and card game intervention on kindergarten students at risk for mathematics disabilities. The study employed a single-subject research design to assess the effectiveness of …

From Difficult Heritage To A Symbol Of Peace: A Case Study Of The Chibondo Mass Grave In Zimbabwe., Peter Mudzingwa

Electronic Theses and Dissertations

This thesis examines the contested interpretation and memorialization of the Chibondo mass grave in Zimbabwe, analyzing how unresolved historical grievances shape national reconciliation efforts. Discovered in 2011, Chibondo became a politically charged heritage site, officially framed as a symbol of liberation while simultaneously raising allegations that it contains victims of post-independence violence, including the Gukurahundi massacres. Employing the theoretical frameworks of difficult heritage, transitional justice, and memorialization, this research explores the political, social, and ethical complexities that emerge when nations confront traumatic pasts. Through a mixed-methods approach that combines semi-structured interviews, direct observations, and scholarly reviews, the study critically assesses …

Temporal Variation In Microbial Extracellular Enzyme Activity Along The Mississippi Gulf Coast, Jacqueline Pavlovsky

Electronic Theses and Dissertations

Microbial extracellular enzymes play critical roles in the degradation of organic matter and mineralization of nutrients in marine systems, yet few studies have examined how enzyme activity varies over short-and long-term timescales in nearshore coastal environments. In this study, I assessed day-to-day, week-to-week, and month-to-month variation in the activity of three hydrolases (phosphatase, β-glucosidase, N-acetylglucosaminidase) in seawater and sand at five beaches along the Mississippi Gulf Coast. In addition, the activity of two oxidases (phenol oxidase, peroxidase) was assayed in sand, and environmental factors determined at each site. Seawater enzyme activity showed more variation over time than between beaches and …

Study Of The Ultrasonic Properties Of A Tissue-Mimicking Phantom Of Human Brain, Utsab Acharya

Electronic Theses and Dissertations

Preparing tissue-mimicking phantoms for brain ultrasound studies presents unique challenges due to the need to replicate the complex acoustic properties of cerebral tissue. Human brain tissue exhibits a speed of sound typically between 1520 and 1540 m/s, an attenuation coefficient ranging from 0.58 to 2.42 dB/cm in the 1–3 MHz frequency range, and a notably low backscatter coefficient between –94 and –82 dB/(cm・sr). Accurately reproducing these parameters simultaneously in a synthetic phantom is difficult because of the naturally low scattering properties of brain tissue and the interdependence of ultrasonic attenuation and scattering mechanisms. Polyvinyl alcohol (PVA) has emerged as a …

Exploring Psychological Capital In Student Pharmacists: Insights, Outcomes, And Instructional Considerations, Joseph Aaron Dikun

Electronic Theses and Dissertations

Background/Objectives

The positive psychology movement served to create momentum to move from treating disease to exploring what makes life worth living, emphasizing the exploration of what contributes to human flourishing. One’s psychological capital has provided a practical framework for personal development that highlights the potential for individuals draw upon resources to thrive amidst challenges. As students face numerous stressors, including academic pressures, uncertainties, and personal struggles that threaten their well-being and performance, self-awareness and ability to utilize these intrinsic resources provide an actionable target for development. First, a measure of psychological capital was adapted and refined. Next, positive psychological capital …

The Profiled Feldman-Cousins Method For Confidence Interval Construction For The Nova 3-Flavor Oscillation Analysis, Andrew Joseph Dye

Electronic Theses and Dissertations

The small interaction cross-section of neutrinos makes experimental neutrino physics particularly responsive to technological advancements. A significant development leveraged by the NOvA experiment is large-scale parallel processing, enabling novel computational approaches to longstanding experimental challenges. Central to managing the resulting high-throughput data is NOvA’s implementation of the Freight Train model, designed for efficient data production and handling.

This dissertation details the methodology and execution of the NOvA 2024 3-Flavor Oscillation Analysis, supported by a comprehensive dataset spanning ten years. It emphasizes frequentist results refined through the Feldman-Cousins (FC) technique, specifically addressing confidence interval corrections in parameter estimation. The computational intensity …

Don't Let Them In: Our Vampire Stories In The French Quarter, Sela Ricketts

Electronic Theses and Dissertations

This thesis is an exploration of vampires in New Orleans. The reason I have chosen to include the word “Our” in the title is because we created the stories that I am studying. We created, perpetuated, changed, and eventually monetized them. Throughout this paper I discuss how the vampire came to New Orleans and how that same vampire shows up in New Orleans folklore. Then I discuss how the vampire made the jump from urban legend to pop culture. In doing that it gained “humanity”. They were still monstrous, but it was enough humanity to acquire regional identity, a southern …