Digital Commons Network^™

Scalable Transactions In Decentralized Networks, Zachary M. Painter

Graduate Thesis and Dissertation 2023-2024

The study of shared memory concurrency is extensive. There exist many state-of-the-art strategies for dealing with fundamental concurrency problems, such as race conditions or deadlocks, to leverage massive performance boosts out of modern multiprocessors. With the introduction of blockchain technology as a popular financial tool, we observe many decades-old concurrency problems re-emerge within the context of decentralized networks. These challenges introduce additional constraints, such as the lack of hardware atomic instructions like Compare-And-Swap, or the potential for malicious clients to join the network. In this dissertation, we propose key algorithms which adapt knowledge from the domain of shared memory concurrency …

Dexterous Manual Actions: Motor Learning, Visuomotor Control, And Effect Of Aging, Kimia Kiani

Graduate Thesis and Dissertation 2023-2024

The human hand is critically important for the performance of many activities of daily living (ADL). This dissertation used three human subject studies to investigate how different types of motor repetition interact with the process of sensorimotor adaptation and learning in complex dexterous manipulation tasks that depend on finger force control or bimanual coordination. Moreover, these investigations were conducted in both young adults (YA) and older adults (OA) to reveal the extent to which the process of aging may alter such interactions. In the first study, it was found that the repetition of simple ballistic force exertion allowed YA to …

Mitigation Of Reliability Risks Associated With Accelerated Thermal Cycling And High Current Density Electromigration In Ball Grid Array Solder Joints, Vishnu R. Shukla

Graduate Thesis and Dissertation 2023-2024

Ball Grid Array (BGA) solder joints are an array of solder alloy spheres sandwiched between package substrate and printed circuit board (PCB). These solder joints provide electrical connections and mechanical integrity to the assembly of package and PCB. Upcoming advanced packaging applications will involve heavier components, higher service temperatures and higher current densities, which will result in additional stresses on BGA joints accelerating their failure. Additionally, mismatch in the coefficient of thermal expansion (CTE) between the substrate, solder balls and PCB results in fracture near the solder-substrate interface posing a reliability risk. Moreover, higher current densities at elevated temperatures, also …

Mesmerizing Moon Mysteries: Unraveling The Compositions Of Irregular Mare Patches (Imps) Using Remote Observations, Nicholas G. Piskurich

Graduate Thesis and Dissertation 2023-2024

Compositional characterization of lunar surface features informs our understanding of the Moon's thermal and magmatic evolution. We investigated the compositions of hypothesized volcanic features known as irregular mare patches (IMPs) and their surroundings to constrain formation mechanisms. We used six datasets to assess the composition of 12 IMPs: 1) Moon Mineralogy Mapper (M³) derived spectral parameters (e.g., band center positions, shapes), 2) Lunar Reconnaissance Orbiter (LRO) Diviner Radiometer Experiment (Diviner) measured Christiansen feature (CF) position, 3) SELENE (Kaguya) Multiband Imager (MI) FeO abundance, 4) Clementine 5-band (Ultraviolet/Visible)-derived FeO abundance, 5) LRO Wide Angle Camera (WAC) TiO₂ abundance, …

Climate Change And Coastal Development Impacts On Oyster Abundances In Mosquito Lagoon, Fl, Emily Suchonic

Graduate Thesis and Dissertation 2023-2024

Live eastern oyster (Crassostrea virginica) reefs have declined by 62.6% in Mosquito Lagoon (ML) along the eastern Florida coast since 1943. While this species creates reefs by successive generations of oysters recruiting to conspecific shells, C. virginica can also attach to non-reef substrates including mangrove roots and armoring (e.g., seawalls), which may help counteract reef habitat loss. In recent decades, warmer winters have enabled red (Rhizophora mangle) and black (Avicennia germinans) mangrove expansion in subtropical salt marshes and temperate estuaries where oyster reefs occur. Additionally, 11.8% of ML's shorelines have been armored as of …

Dress To Impress: New Composition Instructors' Interpretations And Embodiment Of Professionalism As Displayed Through Dress, Jacqueline C. Cano Diaz

Graduate Thesis and Dissertation 2023-2024

While previous research in rhetoric and composition investigates how novice composition instructors negotiate the boundaries of professionalism and identity (Dall'Alba; Grouling; Restaino), the role of dress, or "performative strategic attire" (Mckoy), in crafting these teaching personas has not yet been explored. Viewing everyday dress choices through the lens of embodied rhetoric allows for a deeper understanding of the complex decision-making process of choosing what to wear (Woodward). Further, analyzing dress choice through embodied rhetoric showcases how clothing becomes a tool to craft a persona and inhabit an identity or role. Through positioning instructor's self-identity and naming their experiences and influences …

A Paradoxical Tale: Sodium Taurocholate Counteracts Bactericidal Potency Of Silver-Modified Cerium Oxide Nanoparticle (Agcnp), A Sporicidal Disinfectant Against C. Difficile On Abiotic Surfaces, Deepa Shah

Graduate Thesis and Dissertation 2023-2024

The nosocomial pathogen Clostridioides difficile colonizes the gut leading to antibiotic-associated diarrhea, and severe inflammation. C. difficile spores—the main agent of transmission—survive for months on contaminated surfaces. Common disinfecting agents such as bleach and peroxides are used to prevent this; however, these chemicals are highly corrosive, toxic and pose serious health concerns. Seeking to address the challenges posed by conventional disinfectants, our research tested the feasibility of redox-active, silver-modified cerium oxide nanoparticles (AgCNP) formulations as a safer alternative. We tested the efficacy of AgCNP in rich culture media on C. difficile NAP1, a known hypervirulent strain associated with hospital endemics, …

Building Better Homes For Pollinators: How Native Plants Benefit Pollinator Communities In Suburban Landscapes, Mykayla Hagaman

Graduate Thesis and Dissertation 2023-2024

Pollinators provide key ecological services. With one-third of our global food production dependent on pollinators, maintaining healthy pollinator communities is vital. Bees are the most pervasive and effective pollinator species, yet are currently declining worldwide, with the main cause linked to habitat loss. To combat this decline, researchers are turning to suburban landscapes to aid in pollinator conservation. Incorporating native plants into suburban landscapes has been shown to benefit pollinators. However, there is a lack of information on how different landscape designs and growing conditions influence pollinator communities. To better understand whether native plants can effectively improve suburban pollinator habitats, …

Impacts Of Professional Development On Elementary Mathematics Teachers' Implementation Of Cognitively Demanding Tasks, Maria Porras Monroy

Graduate Thesis and Dissertation 2023-2024

This study provided insight into the impact a professional development series on cognitively demanding tasks had on teachers’ identification and implementation of tasks, as well as, determined which aspects of the professional development were beneficial to participants’ understanding of cognitively demanding tasks. The professional development included five sessions and was centered on the Instructional Quality Assessment (IQA) Potential of the Task and Implementation of the Task Rubrics (Boston et al., 2019). As part of the study, participants submitted tasks and student artifacts pre and post professional development. The investigation included an analysis of tasks, student artifacts, and a thematic analysis …

Examining The Impact Of A Video Review Guide On Robotic Surgical Skill Improvement, Mary Mansour Soliman

Graduate Thesis and Dissertation 2023-2024

Surgical education has the arduous task of providing effective and efficient methods of surgical skill acquisition and clinical judgment while staying abreast with the latest surgical technologies within an ever-changing field. Robotic surgery is one such technology. Many surgeons in practice today were either never taught or were not effectively taught robotic surgery during training, leaving them to navigate the robotic learning curve and reach mastery independently. This dissertation examines the impact of a video review guide on improving robotic surgical skills. Using Kolb’s Experiential Learning Theory as a framework, the literature review argues that video review can be used …

Work Motivation And Occupational Attitudes: An Application Of Self-Determination Theory Among Rangers, Richard L. Elligson Jr

Graduate Thesis and Dissertation 2023-2024

Job attitudes of rangers play a key role in the implementation and effectiveness of conservation initiatives. As such, scholars have begun to examine the attitudes rangers hold towards their role, organization, and external working environment. However, little is known about work motivation among rangers. Work motivation is a key predictor of employee performance, job attitudes, and well-being. The relationship between work motivation and ranger occupational attitudes may offer insight that conservation agencies can leverage to improve positive job attitudes. Guided by self-determination theory and the criminal justice literature, this study examines the relationship between ranger work motivation and attitudes towards …

Exploring The Benefits Of The Integration Of Xr And Bim For Retrofitting Projects, John Sermarini

Graduate Thesis and Dissertation 2023-2024

Rapidly changing population dynamics and increased energy needs have reduced demand for building renovation in favor of more wasteful complete demolition and reconstruction. This dissertation aims to enhance the accessibility and ease of use of challenging retrofitting methodologies to mitigate adverse effects of urbanization, increasing resource use, and aging building stock within the United States. Retrofitting is a process focused on upgrading a component or feature of a structure that was not initially constructed or manufactured, and it is often done to modernize, restore, or repurpose a structure. These renovations are difficult and costly to plan and implement, frequently contributing …

Efficient And Effective Deep Learning Methods For Computer Vision In Centralized And Distributed Applications, Matias Mendieta

Graduate Thesis and Dissertation 2023-2024

In the rapidly advancing field of computer vision, deep learning has driven significant technological transformations. However, the widespread deployment of these technologies often encounters efficiency challenges, such as high memory usage, demanding computational resources, and extensive communication overhead. Efficiency has become crucial for both centralized and distributed applications of deep learning, ensuring scalability, real-world applicability, and broad accessibility. In distributed settings, federated learning (FL) enables collaborative model training across multiple clients while maintaining data privacy. Despite its promise, FL faces challenges due to clients' constraints in memory, computational power, and bandwidth. Centralized training systems also require high efficiency, where optimizing …

A Multiscale Meshless Method For Simulating Cardiovascular Flows, Kyle Beggs

Graduate Thesis and Dissertation 2023-2024

The rapid increase in computational power over the last decade has unlocked the possibility of providing patient-specific healthcare via simulation and data assimilation. In the past 2 decades, computational approaches to simulating cardiovascular flows have advanced significantly due to intense research and adoption of methods in medical device companies. A significant source of friction in porting these tools to the hospital and getting in the hands of surgeons is due to the expertise required to handle the geometry pre-processing and meshing of models. Meshless meth- ods reduce the amount of corner cases which makes it easier to develop robust tools …

Neurogaze In Virtual Reality: Assessing An Eeg And Eye Tracking Interface Against Traditional Virtual Reality Input Devices, Wanyea Barbel

Graduate Thesis and Dissertation 2023-2024

NeuroGaze is a novel Virtual Reality (VR) interface that integrates electroencephalogram (EEG) and eye tracking technologies to enhance user interaction within virtual environments (VEs). Diverging from traditional VR input devices, NeuroGaze allows users to select objects in a VE through gaze direction and cognitive intent captured via EEG signals. The research assesses the performance of the NeuroGaze system against conventional input devices such as VR controllers and eye gaze combined with hand gestures. The experiment, conducted with 20 participants, evaluates task completion time, accuracy, cognitive load through the NASA-TLX surveys, and user preference through a post-evaluation survey. Results indicate that …

The Effects Of Sexual Assault On Identity And Interpersonal Relationships Among Male And Female Victims, Ishara Jean-Francois

Graduate Thesis and Dissertation 2023-2024

The current study aimed to examine the effect of sexual assault on identity and interpersonal relationships. Although previous studies have examined the connection between sexual assault and interpersonal relationships following assault, there is a lack of research that examines possible gender differences. Further, the effect of sexual assault on identity has been understudied. Male victims are less likely to report their assault for various reasons. Therefore, it is important to focus on this demographic so their stories and experience do not go untold, and they can get the proper help and resources. College students (N= 505) completed an anonymous online …

The Color Of Disease: Race Science, Pandemic Influenza, And The Rise Of Epidemiology In The Segregated South, Andrew Kishuni

Graduate Thesis and Dissertation 2023-2024

This thesis evaluates the relationship between race science and eugenics, statistical epidemiology and Southern public health thought, African American health, and the 1918-1920 influenza pandemic. Historians have neglected the flu as an important epidemiological event in Southern history and historiography. To demonstrate the significance of the flu, this thesis makes several arguments based on research from new qualitative and quantitative evidence. The chief argument is that African Americans suffered disproportionately compared to whites in the South, challenging the consensus that the flu affected both races equally. Segregation did not protect African Americans from the flu. In some cases, African Americans …

Do Generalist-Pollinated Plants Exhibit Pollination Syndromes? Examination Of Floral Size, Shape, Color, And Scent On Pollinator Services To Wild Sunflowers (Helianthus), Charles A. Pitsenberger Ii

Graduate Thesis and Dissertation 2023-2024

Traditional pollination syndromes group angiosperms into categories based on how floral traits impact the functional group of pollinator most associated with those traits. The concept, while well supported for specialist-pollinated plants, is a poor predictor of pollinator identity in generalist systems, such as those common to the family Asteraceae. One potential avenue for future refinement of the concept is the combination of large floral trait datasets, quantitative pollinator data, and phylogenetic comparative methods. Helianthus is a well-studied genus of North American aster whose species include the agriculturally significant H. annuus, which represents the third largest oilseed crop globally. The genus …

Adapting Models For Florida’S Public Secondary Schools: A Case Study Of Collegiate Writing Centers, Erin M. Shorthill

Graduate Thesis and Dissertation 2023-2024

While working for four years in a college writing center, often with dual enrolled high school students, I began asking myself why our local high schools do not have writing centers of their own. The effectiveness of writing centers in helping students advance their critical thinking and written communication skills is well documented, and yet students of diverse geographical locations and socio-economic status often arrive at college under-prepared for the rigor of academic written discourse. Employing a combination of institutional analysis and constructivist grounded theory, I conducted case studies on three Florida college writing centers, focusing on staffing models, training …

Visual Experience Enhancement In Augmented Reality Displays, Qian Yang

Graduate Thesis and Dissertation 2023-2024

In the dynamic arena of display technology, augmented reality (AR) displays represent a pivotal advancement, seamlessly bridging the digital and physical worlds. This dissertation delves into the realm of AR display technologies, spotlighting the challenges and limitations of current systems, including transparent and near-eye displays, and proposes innovative solutions to enhance user experience and display performance. With a focus on overcoming issues such as diffraction-induced image blur, the trade-off between resolution and field of view (FoV) in near-eye displays, and FoV constraints in waveguide-based displays, this research introduces new evaluation methods, optimization techniques, and system designs. First, the dissertation presents …

Students' Perceptions Of Hospitality And Tourism Internships On Career Pathways: Transformational Versus Transactional Internships, Jessica L. Wickey

Graduate Thesis and Dissertation 2023-2024

Internships provide a platform for students to apply theoretical knowledge in a practical setting and to gain hands-on experience (Simons et al., 2012). Moreover, internships can help students build networks and connections within their chosen industry, which can later prove valuable in their career development. This qualitative exploratory study investigated students' perceptions of their hospitality and tourism internships on how they perceive their career pathways after completing an internship in a four-year degree program. For this study, a group of Junior and Senior hospitality and tourism university students from a major university were interviewed. The researcher utilized a phenomenological approach …

A Meta-Analysis Of Cannabis Research: Is There Evidence Of Lasting Neurocognitive Effects?, Mark J. Crisafulli

Graduate Thesis and Dissertation 2023-2024

Cannabis use in the United States has generally increased over the past decade as more States have legalized recreational use. In conjunction with changes to the chemical makeup, which has made available cannabis more potent, the long-term effects experienced by cannabis users may have changed, and more individuals may be effected. The current study replicated the methods used in Schreiner & Dunn (2012) and Grant et al. (2003) to conduct a meta-analysis examining the neurocognitive effects of cannabis after abstinence lasting a period of at least 25 days. Previous research has found mixed results, with some studies finding significant differences …

Giving Voice To The Voiceless: Health Communication And Female Fieldworkers In Central Florida, Sofia Salazar

Graduate Thesis and Dissertation 2023-2024

This qualitative research project examined health experiences of female agricultural workers in central Florida. Specifically, this study identified the most common physical and mental health illnesses and issues reported by female agricultural workers, their health-related decision-making processes, methods used to access health-related information, and the challenges they encounter when attempting to access health-related information, support, and services. In total, 21 interviews were conducted with women who had worked for at least one year as an agricultural worker in central Florida. The data was analyzed for emergent themes based on a codebook developed using the IDEA model as a theoretical framework. …

Addressing Challenges In Utilizing Gpus For Accelerating Privacy-Preserving Computation, Ardhi Wiratama Baskara Yudha

Graduate Thesis and Dissertation 2023-2024

Cloud computing increasingly handles confidential data, like private inference and query databases. Two strategies are used for secure computation: (1) employing CPU Trusted Execution Environments (TEEs) like AMD SEV, Intel SGX, or ARM TrustZone, and (2) utilizing emerging cryptographic methods like Fully Homomorphic Encryption (FHE) with libraries such as HElib, Microsoft SEAL, and PALISADE. To enhance computation, GPUs are often employed. However, using GPUs to accelerate secure computation introduces challenges addressed in three works.

In the first work, we tackle GPU acceleration for secure computation with CPU TEEs. While TEEs perform computations on confidential data, extending their capabilities to GPUs …

From Intent Detection To Recommendations: Leveraging Pretrained Language Models For Enhanced User Experiences, Muhammad Hasan Maqbool

Graduate Thesis and Dissertation 2023-2024

Pretrained language models have started a new era in artificial intelligence in general and natural language processing (NLP) in particular. With the advent of transformer architecture, pretrained language models are at the forefront of driving advancements in machine intelligence. Scaled dot product attention sits at the core of transformer architecture. In scaled dot product attention, each token gets a chance to attend to every other token in the context. This attention process yields the affinities or correlations that a token exhibits with other tokens, in the context. The correlation vector is normalized into a distribution, which is employed to gauge …

Validating Machine And Human Decision-Making In Forensic Fire Debris Analysis, Frances A. Whitehead

Graduate Thesis and Dissertation 2023-2024

This work presents a background on the chemical complexity of fire debris analysis, including an ever-present matrix of pyrolysis products as the catalyst that led to the creation of the National Center for Forensic Science's Fire Debris Database. A selection of these 1,000+ casework-relevant ground truth samples was used to create two newly proposed analyst workflows to connect the current method of categorical reporting with evaluative reporting practices reflective of the strength of the evidence. Both workflows use linear sequential unmasking to help mitigate bias, a discrete scoring system for quantification of the analysis, and receiver operating characteristic (ROC) curves …

Internet-Of-Things Privacy In Wifi Networks: Side-Channel Leakage And Mitigations, Mnassar Alyami

Graduate Thesis and Dissertation 2023-2024

WiFi networks are susceptible to statistical traffic analysis attacks. Despite encryption, the metadata of encrypted traffic, such as packet inter-arrival time and size, remains visible. This visibility allows potential eavesdroppers to infer private information in the Internet of Things (IoT) environment. For example, it allows for the identification of sleep monitors and the inference of whether a user is awake or asleep.

WiFi eavesdropping theoretically enables the identification of IoT devices without the need to join the victim's network. This attack scenario is more realistic and much harder to defend against, thus posing a real threat to user privacy. However, …

Human Visual Search Performance For Close Range Detection Of Static Targets From Moving Sensor Platforms, Jennifer Hewitt

Graduate Thesis and Dissertation 2023-2024

Search models based on human perception have been developed by military researchers over the past few decades and have both military and commercial applications for sensor design and implementation. These models are created primarily for static imagery, and accurately predict task performance for systems with stationary targets and stationary sensors, if the observer is given infinite time to make targeting decisions. To account for situations where decisions must be made on a shortened time scale, the time-limited search model was developed to describe how task performance evolves with time. Recent variations of this model have been made to account for …

Enhancing Scanning Tunneling Microscopy With Automation And Machine Learning, Darian Smalley

Graduate Thesis and Dissertation 2023-2024

The scanning tunneling microscope (STM) is one of the most advanced surface science tools capable of atomic resolution imaging and atomic manipulation. Unfortunately, STM has many time-consuming bottlenecks, like probe conditioning, tip instability, and noise artificing, which causes the technique to have low experimental throughput. This dissertation describes my efforts to address these challenges through automation and machine learning. It consists of two main sections each describing four projects for a total of eight studies.

The first section details two studies on nanoscale sample fabrication and two studies on STM tip preparation. The first two studies describe the fabrication of …

Social Cognition, Anhedonia, And Support In Relation To Depression Severity In Individuals With Breast Cancer, Samantha D. Simpson

Graduate Thesis and Dissertation 2023-2024

Breast cancer is associated with significant disruption in social support, social cognition, and depression. This study seeks to explore social and emotional factors using the integrative model for social reward processing. To better understand these relationships, 103 women with breast cancer (e.g., stage I – IV; mean age = 58.74, SD = 11.48; range 25 - 82) completed the Anticipatory and Consummatory Interpersonal Pleasure Scale, Patient Reported Outcomes Measurement Information System - Depression Scale, Medical Outcomes Study- Social Support Survey, and the Reading the Mind in the Eyes Test. Path analysis, controlling for current breast cancer stage and history of …