Digital Commons Network^™

Intersectionality And Belonging: Higher Education Mathematics, Ashley Natalie

Mathematics and Statistics

Students with intersecting marginalized identities (such as race, gender, socioeconomic status, disability, or first-generation background) often face unique challenges in advanced mathematics that affect confidence, participation, amounting to a sense of belonging. These experiences remain underrepresented in mathematics education research. This qualitative, narrative-based study examines how these students experience classroom dynamics and belonging in upper-level mathematics courses. Semi-structured interviews will be analyzed thematically to identify patterns related to identity, classroom culture, instructor behavior, and peer interactions. Findings aim to highlight barriers and supportive practices, informing more inclusive teaching strategies and equitable learning environments in advanced mathematics.

Intersectionality And Belonging: Higher Education Mathematics, Ashley Williams

Mathematics and Statistics

Students with intersecting marginalized identities (such as race, gender, socioeconomic status, disability, or first-generation background) often face unique challenges in advanced mathematics that affect confidence, participation, amounting to a sense of belonging. These experiences remain underrepresented in mathematics education research. This qualitative, narrative-based study examines how these students experience classroom dynamics and belonging in upper-level mathematics courses. Semi-structured interviews will be analyzed thematically to identify patterns related to identity, classroom culture, instructor behavior, and peer interactions. Findings aim to highlight barriers and supportive practices, informing more inclusive teaching strategies and equitable learning environments in advanced mathematics.

Youth In Leadership Positions: A Mediation Program Proposal, Abigail Horn

Sociology

Encountering the justice system can have harmful impacts on a child’s well-being and can lead to negative outcomes in the future, such as missing school and reoffending. This paper proposes a program to combat these impacts by creating infrastructure for schools to handle low level offenses within schools through a mentoring program. After a review of the literature on the current justice system in the United States, rehabilitative and restorative justice practices, and the effects of youth leadership positions, the “Re-Mentoring Program” is proposed. A play on the words "restorative" and "rehabilitative," this program involves youth who have offended, victims, …

The Human Touch: Lawyer Leadership In The Age Of Generative Ai, Kathleen Elliott Vinson

Suffolk University Law School Faculty Works

No abstract provided.

Rethinking The Scope Of State Power: Territorial Jurisdiction, Popular Sovereignty, And Extraterritorial Legislation, Jeffrey Schmitt

William & Mary Law Review

The Supreme Court applies the territorial framework of international law to resolve disputes over the reach of state power. Under this framework, a state’s power is coterminous with its borders, such that a state’s regulatory power within its territory is limited only by federal law. The Court recently used this framework to overrule an obscure line of Dormant Commerce Clause cases that held that a state regulation of local conduct could have impermissible extraterritorial effects.

This Article argues that the territorial model of state power from international law does not account for the division of sovereignty within our federal system. …

Unrestricted: Why Access To A Special Victims' Counsel Should Not Rest On Victim Credibility, Kate Franco

William & Mary Law Review

Part I discusses the role of courts-martial in the military and the distinction between civilian ideals of justice and the military’s objective of “good order and discipline.” It also describes how the sociopolitical landscape in the early twenty-first century shaped the Uniformed Military Code of Justice (UCMJ), the internal decision to introduce counsel specifically for sexual assault victims, and Congress’s decision to require SVC [Special Victims' Counsel] programs across all branches. Part II examines the state of SVC programs today within branches and across the political landscape. It also provides a more detailed analysis of United States v. Deremer and …

Statutory Backups For Endangered Constitutional Rights, Aaron-Andrew P. Bruhl

Faculty Publications

This Article concerns the phenomenon of “statutory backup rights,” or statutes that provide protections parallel to constitutional rights that are believed to be at risk of judicial abrogation. Proposals for backup rights gained attention in the aftermath of the Supreme Court’s 2022 decision in Dobbs v. Jackson Women’s Health Organization, which not only eliminated the constitutional right to abortion but called into question some other constitutional rights as well. Shortly after Dobbs, Congress enacted a limited statutory backup for same-sex marriage. States have created backup rights across a range of topics, some of which appeal mostly to those …

Attitudes Toward Harm Reduction Among Criminal Legal Staff, Diamond Meadows

Electronic Theses and Dissertations

Substance use disorders (SUDs) are prevalent among individuals interacting with the criminal legal system (Moore et al., 2019). Despite the high rates of individuals with SUDs interacting with the criminal legal system, there continue to be barriers to integrating harm reduction approaches within the system. Harm reduction approaches (i.e., medication assisted treatment) are effective in reducing the negative consequences associated with substance use and the pathway to recovery for many. The purposes of this study are to: 1. examine the psychometric properties of the Harm Reduction Acceptability Scale (HRAS) among criminal legal staff, 2. explore individual differences in staff attitudes …

Rationalizing Atrocity: Vindicatory Careerism And Mass Murder As A Career Path, 1939-1943, Bethany G. Bare

Electronic Theses and Dissertations

This study examines members of the Nazi Schutzstaffel from an occupational perspective, focusing on how professional roles shaped their participation in systematic mass murder. As National Socialism gained influence in interwar Germany, it coincided with the rise of a generation of ambitious and embittered men eager to distinguish themselves. The transition from the T4 Program (1939-1941), the involuntary euthanasia of disabled Germans, to Operation Reinhard (1942-1943), the extermination of Polish Jews, demonstrates how mass murder evolved into a career path, as each of the men examined served as T4 personnel before transferring to Poland to assume positions as extermination camp …

Durable, Distributed Llm Inference On Cots Devices, Brycen E. Dunn

Electronic Theses and Dissertations

The advancement of Large Language Models (LLMs) has fundamentally changed the nature of natural language processing. The substantial memory requirements of frontier models creates a significant barrier to entry, centralizing inference. This thesis presents the design and implementation of a distributed inference framework designed to democratize LLMs by leveraging commodity devices. The framework combines the resources of heterogeneous COTS devices into a unified compute pool, enabling the inference of models exceeding a single device's memory capacity. A novel Task Partitioning Engine (TPE) analyzes model architectures, profiles node capabilities, and supports pipeline and expert parallelism strategies. The primary contribution is a …

Look, I Finished My Pem Sticker Chart!, Kimberly L. Fugok Do, Sarah Fish Do, Kira Galeano, Kyle S Wilson Md, Dawn M. Yenser, Bryan G. Kane Md

Department of Emergency Medicine

No abstract provided.

Decomposition And Spectral Characterization Of Unsteady Loads In Pulse-Jet Propulsion Testing, Cesar Benitez

Theses and Dissertations

Pulsed jet propulsion systems produce inherently unsteady forces whose time-resolved characterization is essential for performance assessment, yet the measured load signal conflates aerodynamic forcing with the dynamic response of the measurement balance itself. This thesis develops a load centered framework for the dynamic characterization of a pulsed jet system, treating the measured load fluctuation as the primary physical observable rather than attempting full true-thrust reconstruction. A single-degree-of-freedom balance model identified through ringdown testing provides the structural reference scale, yielding a natural frequency of 8.5 Hz and damping ratio of 18%. Power spectral density, phase-averaging, and synchronous–residual decomposition is applied uniformly …

Exploration Of Extended Chemical Reaction Networks, Ramiro Santos

Theses and Dissertations

Chemical Reaction Networks (CRNs) is a well-established model for analyzing distributed and concurrent systems. A central problem studied across CRNs is the reachability problem, which asks whether a target configuration can be obtained from a given initial configuration through a sequence of valid transitions. Classical CRNs are highly expressive but not Turing-universal; their reachability problem is Ackermann-complete, indicating extremely high computational complexity that nevertheless falls short of full universality.

In this thesis, we study Extended Models of Chemical Reaction Networks in which the dynamics of the system are modified. We analyze these models through two fundamental questions. First, simulation, we …

Vision-Language Guided Quadruped Navigation With Reinforcement Learning Control, Chen Yuan Wang

Theses and Dissertations

Large Language Models and their multimodal variants, Vision-Language Models (VLMs), can interpret natural language instructions and visual context. Reinforcement Learning (RL) methods such as Proximal Policy Optimization (PPO) have been shown to successfully learn stable quadruped locomotion. This work investigates whether a VLM integrated with an RL controller can control a quadruped robot to perform instruction-following navigation to a predefined target using text instructions, egocentric vision, and proprioceptive state.

Most VLM-based robotics work directly target prediction of robot actions from multimodal inputs. This approach often depends on large amounts of expert demonstration data, generated by controllers such as trained RL …

Developing An Independent Shallow-Water Survey For The Western Rock Lobster Fishery: Tracking Pre-Recruitment Abundance And Habitat Change, Lucy Rudd, Simon De Lestang, Owen Young, Benjamin Hebiton

Fisheries Research Reports

Background

Puerulus settlement has proven to be a good forecaster of legal recruitment of Western Rock Lobster entering into the commercial and recreational fisheries. However, in 2011, this relationship broke down, with average puerulus settlement levels not being reflected in commercial catch rates four years later. Some northern areas showed unexpectedly low catch rates, while other southern areas showed unexpectedly high catch rates. Since this change followed the 2011 marine heatwave, it was assumed that this event changed some component(s) which were important to the growth and survival of juvenile lobsters. It was determined that a better understanding of this …

Using Siamese Neural Networks To Effectively Detect Trojans In Fpgas When Trojans Manipulate Encryption Operations At The Bitstream Level, Kylie Arnett

Graduate Theses and Dissertations (2019 - present)

This research investigates security vulnerabilities in Field-Programmable Gate Arrays (FPGAs) at the bitstream level, focusing on hardware trojans (HTs) that manipulate encryption operations. This study addresses two critical questions: (1) The feasibility of exploiting FPGA bitstreams to selectively bypass encryption operations when a predefined input pattern is observed (all ones), thereby exposing sensitive data, and (2) the efficacy of Siamese Neural Networks (SNNs) in detecting such trojans with high accuracy. FPGAs are vulnerable to malicious modifications during manufacturing or deployment, posing risks to data integrity and system functionality. In this work, a trojan is inserted into a Xilinx series-7 FPGA …

Polyglot File Detection For Forensic Investigations, Chase Stevens

Graduate Theses and Dissertations (2019 - present)

As technology has become far more ubiquitous over the years, so too has the amount of digital evidence that can and needs to be collected and processed. Forensic tools are developed in response to the growing need, but are limited to what they are programmed to do. One such forensic tool is Autopsy, one of the most widely used open-source tools. Autopsy uses known file-type signatures (e.g., headers, trailers) to identify and recover files from forensic images. Polyglot files introduce a unique problem to both these forensic tools and investigators alike. In the context of the research conducted, polyglot files …

Exploring Clinical Reasoning In Occupational Therapy Students Using Think Aloud During Computerized Patient Simulation, Candra Selene Talylor

Graduate Theses and Dissertations (2019 - present)

The objective of this research was to explore the effects of the think aloud (TA) method on the development of clinical reasoning in occupational therapy students completing an online simulation assignment. The study aimed to determine if thinking aloud develops clinical reasoning in occupational therapy students as evidenced by a change in clinical reasoning skill scores and investigates the relationship between students' overall clinical simulation competency scores.

This study used a mixed methods design, combining quantitative and qualitative data to explore and measure the use of the TA strategy on the development of clinical reasoning skills. The sample from this …

Detecting Sophisticated Cyberattacks On Public Water Infrastructure, Ayrton Purdy

Graduate Theses and Dissertations (2019 - present)

In recent years there has been an increasing number of cyberattacks on public water generation and distribution systems. Advanced persistent attackers could usurp sensors and control systems to contaminate public drinking water. In order to conceal their malicious activity, they can manipulate sensor data flows to give the appearance of normal activity. The compromised sensors would report normal chemical levels even though unsafe water is entering the distribution system. In response, this research proposes a multi-sensor, cross-comparison approach to anomaly detection. The proposed approach is designed to detect sophisticated cyberattacks which are not easily detectable using traditional cyber tools. The …

Manufacturing Systems: Characteristics And Dynamics, Alan J. Fitzmorris

Graduate Theses and Dissertations (2019 - present)

This research answers three basic questions. First, what are the behaviors (dynamics) of a manufacturing system in the context of system performance? Are these dynamics best described as linear deterministic, periodic, nonlinear deterministic, or stochastic? Second, what are the complexity (chaotic) characteristics of a manufacturing system, namely the maximal Lyapunov exponent, correlation dimension, and Kolmogorov-Sinai entropy? Third, is there a relationship between complexity characteristics and manufacturing system performance? This research involves four high level steps: data analysis, system dynamics analysis, system complexity analysis, and correlation analysis. The data analyzed consists of concrete plant and shipbuilding shop time series performance data. …

Narcissism And Eyewitness Identification, Haley M. Hearn

Graduate Theses and Dissertations (2019 - present)

According to the Innocence Project, 69% of individuals exonerated by DNA evidence were initially found guilty due to an eyewitness misidentification (Innocence Project, n.d.-a). A way that investigators attempt to prevent misidentification is by assessing how confident eyewitnesses are in their identifications. There is a large body of research suggesting that these confidence estimates can, in many instances, operate as reliable barometers of accuracy. However, what if an eyewitness is overconfident? Narcissism is a personality trait characterized by overconfidence. If a narcissistic eyewitness reports confidence in their identification of a suspect, should this report be trusted? Two studies were conducted …

Feeding Ecology In Coastal Systems, Randi L. Cannon

Graduate Theses and Dissertations (2019 - present)

Oysters (Crassostrea virginica) are critical foundation species in estuaries, providing numerous ecological and economic benefits. However, oyster populations have diminished worldwide. Effective oyster restoration and aquaculture require a mechanistic understanding of the physiological and environmental factors that govern oyster feeding, growth, and resilience under changing coastal conditions. We investigated how oyster ploidy and environmental conditions influenced oyster feeding and investigated how changes in abiotic conditions affected behavioral performance of oyster drills (Stramonita spp.), a key oyster predator. To better understand feeding responses and behaviors of both predator and prey we 1) used in-situ filter feeding assays to determine if feeding …

The Impact Of Amateur Rocketry Velocity Estimation Methods On Coefficient Of Drag Calculations Used In Trajectory Simulations, William Louis Mcevoy

Honors Capstone Projects and Theses

No abstract provided.

A Novel Method Of Protein Purification Using Hedgehog Proteins As An Inducible, Self-Cleaving Tag, Antonia Kladias

Undergraduate Honors Theses

Because removing extraneous purification tag sequences from native proteins can be challenging and costly, there is demand for simple all-in-one techniques that directly furnish a tagless, functional protein-of-interest (POI). Current tagless purification systems are based on intein biochemistry; however, intein-based purification requires expensive, specialized resins and the POI often must be fused to the intein’s C-terminus. In this thesis, I present a novel approach for tagless POI purification in which the Drosophila melanogaster hedgehog protein catalytic domain (HhC) is repurposed as a small-molecule inducible, self-cleaving element dubbed Gtag. With Gtag, the POI is fused to the N-terminus of HhC/Gtag with …

Enhancing Food Security In Stann Creek, Belize Using Meat Rabbits: Engineering Perspective, Lindsey Garretson

Biological and Agricultural Engineering Undergraduate Honors Theses

The purpose of this paper is to discuss the engineering perspective within the overall project of using meat rabbits to enhance food security and nutrition within Stann Creek, Belize. From the engineering perspective, the overarching goals were like the overarching project goals including the construction and materials required guide within the manual, designing potential upgrades to the design including a solar and battery system and an automatic watering system, and to design the system to be “practically sustainable” where possible. The constraints for this project included cost, the size of land dedicated for the rabbitry, and the operational and environmental …

Expressive Association At Work, Elizabeth Sepper, James D. Nelson, Charlotte Garden

Michigan Law Review

Do employers have constitutional rights of expressive association? Two decades ago, in Boy Scouts of America v. Dale, the Supreme Court held that a state law prohibiting discrimination based on sexual orientation could not be applied to a membership organization that wished to exclude a gay leader. Today, courts face a rising tide of claims from employers, who argue that Dale constitutionally insulates their hiring and firing decisions from antidiscrimination law. A narrow majority of courts have denied such claims, holding that Dale does not apply at work. Increasingly, however, courts are siding with these employers, eliding any distinction …

A Concerted Effort: How The Roberts Court Demolished Anti-Gerrymandering Protections, Samuel Ogden

Seattle Journal for Social Justice

No abstract provided.

A Mass Disabling Event: Why California Courts Must Protect Workers’ Families From Take-Home Covid, Ellery Armstrong

Seattle Journal for Social Justice

No abstract provided.

The Zoom Dock Is Worse Than A Cage: Remote Appearances From Jail Are Unconstitutional In Washington, Michael Mactaggert, Jeremiah Noonan

Seattle Journal for Social Justice

No abstract provided.

Welcome To The Dollhouse: New Ai Technology Poses Ethical Issues In Prison Systems, Bailey Mccoy

Seattle Journal for Social Justice

No abstract provided.