Digital Commons Network^™

The Constitutional Penumbras Of Home Rights, Gerald S. Dickinson

William & Mary Bill of Rights Journal

Justice William Douglas’s famous parable in Griswold v. Connecticut argued that the Bill of Rights contains penumbras—implied zones of privacy protections— that emanate from the First, Third, Fourth, and Fifth Amendments. His penumbral conception of privacy rights has sparked extensive debate among legal scholars, reflecting both its influence and its ongoing controversy. Yet, there is more to Justice Douglas’s penumbra story to explore. In expounding on his privacy innovations in Griswold, Justice Douglas explained that the Fourth and Fifth Amendments protect against all governmental invasions of the sanctity of a man’s home and the privacies of life. Indeed, the …

Locked And Unloaded: The Constitutional And Empirical Case For Firearm Safe Storage Advisories, Hillel Y. Levin, Kay L. Levine

William & Mary Bill of Rights Journal

Constitutional law haunts our efforts to reduce the number of firearm deaths each year. But even with the evolving scope of individual rights, sensible regulation remains possible.

This Article proposes one such regulatory tool. State governments legally can and pragmatically should require firearm sellers to advise their customers of the association between improper gun storage and the risk of accidental death and suicide. Mandatory safe storage advisories implicate two strands of constitutional jurisprudence: the First Amendment’s protection against compelled speech and the Second Amendment’s right to bear arms. While the Supreme Court has strengthened both doctrines in recent years, jurisdictions …

Freedom At The Polls: Guns, Speech, And The Right To Vote, Matthew B. Russett

William & Mary Bill of Rights Journal

Part I of this Note provides a brief overview of current firearm prohibitions at polling locations and examines the legislative justifications for these restrictions. Recently, an increasing number of states have enacted firearm prohibitions as a prophylactic measure against voter intimidation and disruption. Part II applies New York State Rifle & Pistol Ass’n v. Bruen’s history and tradition test to determine whether these prohibitions pass constitutional muster under the Second Amendment. Indeed, a critical examination of historical voting laws in America shows a compelling history of limiting firearms near polling locations. Part III examines similar themes in First Amendment …

A Full System Co-Simulation Platform For Evaluating Edge Machine Learning Inference Using Compute-In-Memory, Belsen Lee

Electrical Engineering and Computer Science (MS) Theses

We present a full-system co-simulation platform for evaluating embedded machine learning (ML) inference using compute-in-memory (CIM). CIM architectures aim to reduce data movement overhead by performing matrix operations in memory, but end-to-end benefits depend on system-level integration costs that are difficult to assess with isolated hardware models alone. To address this gap, we develop an integrated RISC-V QEMU-SystemC co-simulation environment that allows standard embedded Linux to interact with a transaction-level CIM accelerator model via memory-mapped I/O, direct memory access (DMA), and interrupts. To evaluate performance, we benchmark an MNIST image inference workload and a synthetic fully connected neural network, comparing …

The Delivery And Evaluation Of The Diabetes Prevention Program Through A Distance Education Modality, Celine Siddall

Student Projects for Graduate Degrees

Type 2 diabetes is a significant and growing public health concern, disproportionately affecting American Indian and Alaska Native populations. The Diabetes Prevention Program (DPP) has demonstrated effectiveness in reducing diabetes risk through lifestyle modification. However, implementation in rural and geographically isolated regions presents unique challenges. The COVID-19 pandemic further disrupted in-person delivery models, creating the need for rapid transformation to virtual formats.

This graduate project evaluated the implementation of a virtually delivered Prevent T2 at Chief Andrew Isaac Health Center program in the Tana Chiefs Conference region. This program was adapted for distance delivery using Zoom and supported by collaboration …

Biopsychosocial Mechanisms And Management Of Pain And Emotional Health In Fibrous Dysplasia/Mccune-Albright Syndrome, Camryn Berry

Doctoral Dissertations

Fibrous Dysplasia (FD) is a rare disease where healthy bone is replaced by lesions of fragile, porous tissue. FD lesions may affect a single bone or occur throughout the entire skeleton and can grow rapidly. A diagnosis of McCune-Albright syndrome (MAS) is made when FD is accompanied by endocrinopathies and skin hyperpigmentation. FD/MAS can cause debilitating complications, including disabilities, deformities, fractures, and chronic pain. Pain is one of the most common symptoms of FD/MAS and can have a profound impact on patients’ quality of life. However, FD/MAS pain is complex and varies substantially between patients. This complexity and a lack …

Turbulence And Kinetic Instabilities In The Near-Sun Solar Wind: From Theory To Observation, Nooshin Sierra Davis

Doctoral Dissertations

The near-Sun solar wind provides a natural laboratory for studying the nonlinear and kinetic processes that govern the dynamics of collisionless astrophysical plasmas. This thesis investigates plasma turbulence and kinetic instabilities in the inner heliosphere using theoretical analysis, numerical modeling, and in situ observations.First, young solar wind observations collected by Parker Solar Probe (PSP) are used to examine the radial evolution of nonlinear solar wind turbulence by analyzing magnetic-field power spectra. I investigate the presence and radial evolution of the well-known 1/f spectral behavior in the energy-containing range during a single fast solar wind stream. Measurements close to the Sun …

Support, Collaboration, And Trust: A Mixed Methods Social Network Perspective Of Teacher Turnover, Danielle S. Donovan

Doctoral Dissertations

Purpose: Despite decades of research, teacher turnover remains a consistent challenge for schools and communities. In an effort to better understand why teachers continue to leave the classroom, this dissertation focuses on support, collaboration, and trust ties as an aspect of social working conditions through a social network lens. Methodology: Guided by critical realism as an ontological and epistemological framework, this study uses a sequential research design to implement an ego-centric mixed-methods social network perspective (MMSNP). Findings: Instrumental (pedagogical and instructional resources) and expressive social capital (emotional support and a sense of belonging) exist within teacher networks. Teachers who maintain …

Computationally Probing Quantum Subgroups Via Graph Planar Algebra Embeddings, Caleb Kennedy Hill

Doctoral Dissertations

Tensor categories are algebraic objects used by physicists to describe symmetry, by computer scientists to describe programs, and by logicians to describe theorem and proof. Mathematicians invented them to capture the similarities of the representation theories of common algebraic objects including groups, algebras, and Lie algebras. In this dissertation we give presentations in terms of graphical generators and relations for two tensor categories arising from the two quantum subgroups of quantum G2.

We accomplish this by embedding a tensor-generating object's planar algebra into the graph planar algebra on that object's module fusion graph. Such an embedding allows one to explore …

Permeability And Mechanical Response Of Propped Fractured Rocks Under Varied Fluid Viscosities, Hebatalla A. Ghoneim

Doctoral Dissertations

Hydraulic fracturing relies on proppants to preserve fracture conductivity under reservoir stresses. The long-term performance of propped fractures is influenced by grain crushing, redistribution of fines, pack rearrangement, proppant–rock embedment, and shear deformation. These mechanisms are not fully understood under combined compression and shear stress paths, particularly when viscous carrier fluids interact with fractured rock and proppant packs. This dissertation provides experimental data and device development to characterize proppant and rock behavior relevant to these coupled mechanical and hydraulic processes.Proppant grain-scale strength and pack-scale mechanical response were first examined through uniaxial grain tests, crushing tests, and drained and undrained triaxial …

Leveraging Dna Intercalation For The Development Of Tunable, Versatile Supramolecular Hydrogels, Shaina Marlene Hughes

Doctoral Dissertations

Supramolecular hydrogels have emerged as a versatile class of biomaterials capable of mimicking the dynamic behavior of natural tissues due to their inherent hydrophilicity, stimuli-responsiveness, and viscoelastic behavior. However, achieving both biocompatibility and mechanical tunability remains a challenge. This work utilizes DNA intercalation to create a programmable, sustainable hydrogel platform. By utilizing the reversible insertion of planar aromatic molecules between DNA base pairs, we demonstrate that the network’s dissociation kinetics and thermodynamic response are directly governed by the intercalator structure, offering a highly tunable strategy for stimuli-responsive biomaterials.To demonstrate the versatility of double stranded DNA (dsDNA) intercalating supramolecular hydrogels (DISHs), …

Linking Environmental Change, Microbial Community Assembly, And Function During A Novel Marine Phytoplankton Bloom Using Multi-Omics, Madison Renée Hurley

Doctoral Dissertations

Phytoplankton are central to marine ecosystem functioning, driving primary production, nutrient cycling, and higher trophic level dynamics. In the spring and summer of 2023, the Gulf of Maine experienced an unprecedented bloom of the dinoflagellate Tripos muelleri, reaching densities exceeding 50,000 cells L-1, an order of magnitude higher than previously recorded, and disrupting the region’s typical spring diatom-dominated succession. This bloom provided a unique opportunity to examine the metabolic strategies, ecological interactions, and environmental drivers underlying the bloom persistence and decline. An integrative approach was used, combining 18S and 16S rRNA amplicon sequencing, pigment and image analysis, network modeling, functional …

Who Works From Home, What Is It Worth, And Where Do They Live? Occupational Classification, Work Arrangement Preferences, And Residential Location Choice, Logan Robert Malone

Doctoral Dissertations

This dissertation examines work-from-home (WFH) arrangements through three complementary lenses: occupational feasibility, worker preferences, and residential location choice. The first chapter develops a continuous tools-based measure of WFH potential using the Department of Labor's O*NET Tools and Technology Supplement, which documents the tools used in each occupation. By categorizing tools according to their consistency with remote work and aggregating to the occupation level, I construct a measure that closely aligns with existing classifications while offering finer-grained distinctions than the binary categorizations common in the literature. The tools-based measure agrees with a widely cited task-based measure for approximately 80% of occupations …

Neutral Giant: The United States And The Costa Rican Civil War Of 1948, James Irving

Doctoral Dissertations

This dissertation is a narrative microhistory of American diplomacy during Costa Rica’s transformative 1948 civil war. Emerging out of a contested presidential election, the war pitted the Costa Rican government of Teodoro Picado and its communist allies against an anticommunist, nationalist rebel movement led by José Figueres in a monthlong fight for political power. While existing histories of American policymaking have concluded almost unanimously that the United States intervened to support the rebels as part of its Cold War strategy in Latin America—labeling the civil war a precursor to the more infamous coup in Guatemala in 1954—this dissertation seeks to …

The Bank Of North America And The Making Of American Public Finance In The Confederation Era, Arya Georgina Martinez Arellano

Doctoral Dissertations

This dissertation examines the history of the Bank of North America, the first charteredbank in the United States, as a foundational experiment in American public finance during the critical decade between the American Revolution and the founding of the Bank of the United States in 1791. Historians have often interpreted the Bank either as an extension of Robert Morris's career or as a precursor to Alexander Hamilton’s federal financial system. By shifting the focus from individual actors to institutional practice, this project demonstrates how the Bank of North America functioned as a proto-national financial institution in a political environment where …

Performance-Based Assessment Of Asphalt Overlay Cracking With Laboratory And Field Data, Meisam Khorshidi

Doctoral Dissertations

Efficient and effective rehabilitation of existing pavements is a continuing priority for transportation agencies seeking to maintain safe, reliable, and cost-effective networks. Asphalt overlays are widely used to restore ride quality and extend service life of both asphalt and concrete pavements; however, their long-term performance is often limited by thermal and reflective cracking. These distresses accelerate moisture infiltration, increase maintenance demand, and shorten overlay life, especially in cold-climate regions. Ensuring that overlay designs adequately account for structural configuration, traffic, climate, subgrade conditions, and mixture-level fracture resistance is therefore critical to avoid premature failure and excessive life-cycle costs.This dissertation advances performance-based …

Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen

SKMC Student Presentations and Publications

PURPOSE: To evaluate the accuracy and prose responses of 2 large language models (LLMs) to ophthalmology continuing medical education questions.

DESIGN: Question prompts and multiple choice (MC) answer options were input into the 2 LLMs, and responses were analyzed for accuracy and assessed for evidence of correctness, completeness, bias, and potential harm using a previously reported standardized rubric.

SUBJECTS: Basic and Clinical Science Course questions and MC answer options from the American Academy of Ophthalmology question bank were used as inputs into the 2 LLMs (ChatGPT-4 and Google Vertex's Gemini Pro 1.5).

METHODS: The MC responses were assessed for accuracy …

Exploring Social Emotional Learning Competencies In Middle School Theatre Education, Katherine J. Mullins

Honors Theses

Social Emotional Learning (SEL) is a method of education in which students are taught to grow in multifaceted ways. Students learn and grow as more than just students in their respective subjects, they grow in emotional intelligence, empathy, and interpersonal skills as well. SEL is not always easy to incorporate into teaching practices, but it tends to lend itself well to a theatre education setting. In a middle school specific setting, SEL and theatre-based activities yield positive results in student competencies both in and out of the classroom. In this research, through comparative analysis and reflective inquiry, I aim to …

Expanding The Vocabulary Of Staff Notation By Notating The Vocal Instrument, Ryan J. Berry

Honors Theses

The aspects of vocal music performance that are often the most engaging, expressive, and creative cannot be conveyed with the established vocabulary of staff notation. Consequently, discussion of artistic choices is limited to oral or written-word formats that are neither internationally interpretable or widely shared. This research proposes a remedy by creating notation symbols for the larynx, tongue, and formants so the movements of a singer's instrument can be described in staff notation. These symbols, along with the International Phonetic Alphabet, were applied to four performances to highlight specific artistic choices. Additionally, this paper discusses the history of vocal sheet …

Romantasy's Inevitable Lasting Legacy, Devon T. Gibson

Honors Theses

The “romantasy” subgenre of YA literature has become influential for its novel combination of romance and fantasy as well as its popularity on Booktok, the book-based subsection of the popular social media app, Tiktok. This connection has become somewhat infamous in popular culture and has been underresearched due to how recently both concepts became significant forces within the publishing industry. This thesis argues that romantasy is a novel and lasting YA subgenre that is not dependent on Booktok to maintain it. The analysis of Sarah J. Maas’ A Court of Thorns and Roses (2015) and Rebecca Yarros’ Fourth Wing (2023) …

The Culture Of The Convent: How Recruitment Shapes Success In Religious Life, Elizabeth A. Minneci

Honors Theses

Catholic nuns in the United States have experienced a substantial decline in membership, with an 80% decrease in new members from 1965 to 2023 (CARA, 2023). Sisters impact their communities in a multitude of ways, often through education or volunteerism efforts (CCUSA, 2026; Levin, 2011; Sisters of Mercy, 2025). Previous research on Catholic nuns has not qualitatively explored Catholic nuns’ recruitment efforts, with most research providing quantitative data insights (CARA). Thus, the purpose of this study is to identify the recruitment methods convents utilize to identify pain points and avenues for improvement. Seven religious sisters were recruited for this study. …

The Ethical Imperative To Shift Toward A More Equitable Literary Education, Eleanor L. Bryant

Honors Theses

Choices governing canon formation have material, emotional, and intellectual consequences. Within canon formation, authors of different social identities, consistent with macrosocial power differentials, are unequally valued and shape cultural consciousness about which texts are aesthetically and intellectually valuable. It’s important to recognize canon formation as a process of unequally distributing cultural capital and knowledge production. The strategies and imperatives outlined here are basic first steps toward utilizing the classroom as a site to counter misogyny, racism, classism, colonialism, and homophobia. This project aims not only to deepen understanding of the sociological conditions of canon formation but also to impose an …

Friend Or Foe? The Benefits And Risks Of Llms In Cybersecurity, Niklas P. Dobler

Honors Theses

The rapid growth of Large Language Models (LLMs) and their continuous increase in capabilities have affected many professions and people. Due to advancements in areas such as coding and data analysis, they are now also being utilized in Cybersecurity. Recent research has examined their use in many different areas such vulnerability detection in code and analyzing network traffic. With this rapid growth, most organizations around the world are eager to advance faster than their competition, with limited considerations for the potential harm and risks these tools could bring. Some research has been conducted on malicious uses, but as the benefits …

Implementation Of A Droplet Interface Lipid Bilayer System For Electrical Characterization, Olivia J. Ziemer

Honors Theses

Lipid bilayers are the fundamental structural framework of cell membranes, providing cells with both protection from the environment and interaction with the surrounding environment. Experimental investigation of lipid bilayers and embedded protein channels often involves the formation of an artificial membrane within an electrical circuit. The focus of this project is to implement and verify the functionality of a lipid bilayer characterization technique known as the droplet interface bilayer (DIB), with emphasis on cost-effective system design. To achieve this, the amplifier and software from the ELEMENTS black lipid membrane (BLM) kit were repurposed to reduce the cost of implementing a …

Transformation Efficiency And Gfp Expression In E. Coli, Jessica H. Hobbs

Honors Theses

Genetic transformation of bacteria is a foundational technique in molecular biology and biotechnology, enabling the introduction and expression of foreign genes for research, industrial, and educational applications. This thesis investigates the transformation efficiency and green fluorescent protein (GFP) expression in Escherichia coli using the pGLO plasmid system, with the primary objective of supporting the development of a graduate-level laboratory course focused on bioprocess engineering and molecular biotechnology. The pGLO plasmid contains a GFP reporter gene regulated by an arabinose-inducible promoter and an ampicillin resistance gene that allows for selective growth of transformed cells. Competent E. coli HB101 K-12 cells were …

Toward An Understanding Of Social Marketing’S Influence On Alcohol-Related Behaviors In College Students: Health Promotion Strategies For College Campuses, Lily K. Richards

Honors Theses

Alcohol use among college students remains a persistent public health concern, influenced by a complex interaction of social, environmental, and behavioral factors. This literature review examines the prevalence of alcohol consumption in college populations, the associated short-term and long-term health consequences, and the role of social norms, peer influence, and environmental context in shaping drinking behaviors. Research consistently demonstrates that alcohol use is deeply embedded within college culture, where normative misperceptions and peer dynamics contribute to increased consumption. (Perkins, 2002; Borsari & Carey, 2001; Hingson et al., 2017). In addition, environmental factors such as alcohol availability and targeted marketing further …

Salt-Dependent Purification Of Green Fluorescent Protein Via Hydrophobic Interaction Chromatography, Katie L. Collins

Honors Theses

Green fluorescent protein, GFP, is a widely used fluorescent reporter, and its purification provides a clear model for studying downstream bioprocessing. This thesis investigates how binding-buffer salt strength affects GFP retention and elution during hydrophobic interaction chromatography, HIC, by comparing three conditions (1.0×, 0.8×, and 0.6×). GFP-expressing E. coli were lysed and clarified, and the lysate was purified on HIC columns; collected fractions were evaluated qualitatively under UV illumination to track fluorescence distribution. Results showed a salt-dependent trend in which higher salt improved retention and shifted fluorescence toward later elution fractions, while reduced salt weakened hydrophobic interactions and increased earlier …

Community Resilience And Response To Salinity Gradients In Streams Flowing Into Biscayne Bay, Florida, Sebastian M. Jimenez

Honors Theses

Salinity is a shaping force of aquatic biodiversity, and ongoing climate change and unsustainable water-management practices are causing salinity-induced stress across coastal ecosystems. Meiofauna are small (45-1000 μm), taxonomically diverse aquatic invertebrates that are vital to ecosystems and highly responsive to environmental disturbances, making them ideal for assessing the effects of changing salinities on community structure. This study investigated how meiofaunal biodiversity (ASV richness, Faith’s phylogenetic diversity, and community composition) responded to natural salinity gradients along streams flowing into Biscayne Bay, South Florida, which is a region particularly vulnerable to salinization due to sea-level rise, altered hydrology, and watershed modification. …

The Effects Of The South Chattanooga Mentorship Program On Elementary School Children, Ana G. Morris

Honors Theses

This research study examines the impact of mentorship within the South Chattanooga Community Center’s after-school program, with a focus on elementary-aged students. The purpose of this study is to evaluate how one-on-one mentorship affects students’ academic development, behavior, and social-emotional learning. The program operates as a cost-free, five-day-a-week initiative designed to provide a safe and supportive environment for children who may lack consistent guidance outside of school. Using observational methods and direct interaction with students (quantitative and qualitative), this study examines mentorship influences key skills, including regulation, communication, relationship-building, and literacy abilities. It suggests that students who participate in the …

Improving Learning Habits In High School Ela, Alexander Sinn

Masters Projects

Students lack the habits and skills to process and apply what they have learned. In their secondary education, they are not developing the traits that help them succeed in college courses. Students are not explicitly taught note-taking and other study skills needed to succeed in core academic areas, English Language Arts (ELA) in particular. To address the needs of students, curriculum must incorporate expectations for students in self-efficacy and self-regulatory areas of learning. In the secondary ELA classroom, students should be provided opportunities and experiences to develop good habits. These should be requirements of 9th and 10th grade curriculum. The …