Digital Commons Network^™

Silent Sabotage: Identifying And Preventing Cyber Attacks From Inside Actors, Autumn Groen

Williams Honors College, Honors Research Projects

Cyber-attacks are becoming increasingly common and damaging as technology advances each year. Many businesses cannot afford the latest security technologies, and even with the highest security measures, there can still be room for employee error or insider threats that are not taken into account. It is crucial to keep these factors in mind when securing a business network of any size or financial standing.This project will aim to simulate a business environment by first building a small network with three routers and a switch, and implementing some of the common best practices for network hardening from credible organizations like NIST …

Increasing Women In Political Careers, Kendall Craig

Williams Honors College, Honors Research Projects

Women are underrepresented in political careers and through a series of questions, female, college-aged participants were asked to rank their answers to various questions in regard to inequalities women face on a scale of one to ten. The participants ran through two interventions where they learned about political careers as well as the struggles of women in political careers, the importance and impact. After the interventions, the exact same questions with the same scales were offered to participants to observe whether education on the topic could increase desire to seek careers in politics. The findings show that a small majority …

Passive Phosphorus Filtering System Design, Ryan T. Bailey

Williams Honors College, Honors Research Projects

The objective of this project is to find an efficient way to remove phosphorus from surface water through passive filtration. Specifically, the project will focus on the upper Cuyahoga River. Ongoing research being conducted by Dr. Teresa Cutright from The University of Akron and Jessica Glowczewski from the City of Akron’s Watershed Division serves as a basis for this project.

Fertilizers used in agriculture are often washed off by rainfall and enter the groundwater and nearby streams. The phosphorus contained in the fertilizer can be harmful to the environment by increasing the frequency of large algal blooms. To reduce the …

Supreme Court's Impact On Educational Equity, Olivia May

Williams Honors College, Honors Research Projects

This research will review each case to discover how the Court's opinion on equal opportunities in educational spaces has changed. The main question this research will assess is how the Supreme Court will remain a change agent for educational equity over time. There has been a relevant discussion about the Supreme Court Justices remaining unbiased in their decisions. With the Court's current makeup being the most conservative-leaning Justices, it is important to dissect if ideology really comes into play in their decisions. Analyzing this through educational equity cases is important due to the factors mentioned above about the importance of …

Smart Material Actuated Flap, James Lyons, Kristofer Johnson

Williams Honors College, Honors Research Projects

The objective of this project is to develop and evaluate a smart material actuated aerodynamic control surface to determine the viability of these new systems as alternatives to conventional electromechanical and hydraulic systems. The research will begin with the selection of a control surface and actuator design. The concept will then be tailored to create an experimental model for the purposes of this project. Smart materials that suit the model requirements will be selected and procured. Next, the actuators will be shape trained and characterized to meet the model requirements. Then, a benchtop model will be produced for design verification, …

Perceived Shoulder Discomfort In Adolescent Swimmers, Abigail Daniel

Williams Honors College, Honors Research Projects

Competitive swimming is a sport that athletes traditionally start at a young age, training for many years to build up an aerobic base, learn the best techniques of the sport, and gain experience racing. While this increases the ability to perform and adapt to training in the sport, it also can lead to shoulder tightness, soreness, and even injury. PURPOSE: To investigate any correlation between the perceived shoulder discomfort of adolescents to flexion and extension measurements. METHODS: Participants (N=25) were recruited in person from a swimming club. Swimmers were between 13-18 years old and varied in participation level from recreational …

Effects Of Exercise On Cognitive Performance, Autumn Bailey

Williams Honors College, Honors Research Projects

This research project “Effects of Exercise on Cognitive Performance” will be conducted with the purpose of determining the relationship between exercise and cognitive performance. The relationship between injury and cognitive performance will also be investigated. In order to investigate these relationships 60 participants who are current students at the University of Akron will be asked to complete three cognitive assessments, one while at rest, one while riding an exercise bike, and one following the completion of exercise. The results of these three assessments will be compared to determine the relationship between cognitive performance in all three states. Participants will include …

All-In-One Security System, Nathaniel Rohr, Elizabeth M. Daniels, Kyle H. Sturgin, Jonathan R. Carozza

Williams Honors College, Honors Research Projects

The proposed All-in-One Security system is a security system capable of automatically or manually arming and disarming the building it is installed in. When armed, the system rolls down the window shades and locks the front door. When disarmed, the system unlocks the front door and rolls up the window shades. The system will have a keypad by the front door for arming and disarming the system. Additionally, there will be a smartphone app that can arm and disarm the system via bluetooth.

Delivery Method For Dissolvable Staples, Brian Nguyen, Colleen Kroah, Bethany Fogle, Sean Brown

Williams Honors College, Honors Research Projects

Surgical staples play a vital role in modern medicine by enabling efficient wound closure and tissue repair. However, traditional metal staples often require removal, increasing patient discomfort and the risk of infection. Dissolvable staples offer a promising alternative, eliminating the need for removal while maintaining secure wound closure. Despite their potential, current delivery systems for dissolvable staples face significant challenges, including inconsistent deployment, lack of precision, and inadequate integration with surgical workflows.

Developing an optimized delivery system is critical to maximizing the benefits of dissolvable staples. Such a system must ensure reliable performance, precision, and ease of use while maintaining …

Vector Estimation For Continuous Tracking Of Observed Radio Signals (V.E.C.T.O.R.) Lunar Navigation System, Dimitry Melnikov, Evan Bartel, Andrew Burrier, Goran Gjorgievski

Williams Honors College, Honors Research Projects

NASA's Artemis program requires precise navigation capabilities to establish the first sustained presence on the lunar surface. However, as launches bring necessary orbital infrastructure, the Artemis program will face a critical period during which reliable lunar navigation is not possible. To address this challenge, the V.E.C.T.O.R. system tracks assets, such as rovers and astronauts, as User Terminals relative to a pre-existing cell tower, or Base Station. To do so, the system leverages existing Base Station hardware to calculate the location of User Terminals in conjunction with existing communications infrastructure.

Dual Rotating Mount For Forward Facing Sonar, Javid Miller

Williams Honors College, Honors Research Projects

This project aims to create a mount for forward facing sonar (FFS) that will allow anglers to be able to rotate their sonar transducer manually, or in unison with their trolling motor. When in use with the trolling motor, the rotation will be transferred using a belt and pulley assembly. This assembly will be able to be disengaged to allow for manual rotation. This device is designed for use with the Minn Kota Ultrex trolling motor.

User Interface For Custom Car Infotainment Systems, Dylan Miller

Williams Honors College, Honors Research Projects

The infotainment system is often considered one of the most functional and luxurious aspects of modern cars, containing functions that are useful to drivers in ways that range from convenient to safety-enhancing. However, modern infotainment systems can have some drawbacks such as making it more difficult to repair the vehicles they are in, helping to artificially limit the lifespan of the vehicles they are in, and not being present in most vehicles more than 15 years old. The software described in this paper, OpenQarUI, seeks to be a part of a solution to these problems. It is a piece of …

The Abuses Of History In Constitutional Interpretation, Sherif Girgis

Journal Articles

From the Article

Jack Balkin’s Memory and Authority powerfully describes the kaleidoscopic quality of historical arguments in constitutional law. The book also moves easily between description and prescription. This Essay explores whether it moves too easily from one to the other. I consider whether the book’s analysis is so keen to capture our actual practices that it leaves itself too few resources for evaluating them—whether its account of history’s uses, made expansive by a zeal to fit how lawyers actually reason, crowds out any robust account of how they ought not to reason. While I am inclined to think so, …

Challenges In Modern Machine Learning: Generalization And Responsible Use, Grigoris Velegkas

Yale Graduate School of Arts and Sciences Dissertations

Modern machine learning (ML) systems operate in settings where classical theoretical analysis, which relies on worst-case bounds, often fails to provide meaningful guarantees. Neural networks and large language models are trained with significantly more parameters than training data, yet they generalize well in practice—contrary to theoretical results. Additionally, ML algorithms are increasingly deployed in high-stakes applications, raising concerns about replicability and, more broadly, their responsible use. This thesis makes progress on two fundamental challenges in modern ML: (i) developing generalization guarantees beyond worst-case analysis, and (ii) designing algorithms with provable replicability guarantees.

In the first part of the thesis, we …

Structural And Functional Analysis Of Translation Inhibition By Betacoronavirus Non-Structural Protein 1, Michael Brandon Vetick

Yale Graduate School of Arts and Sciences Dissertations

humans: SARS-CoV, SARS-CoV-2, and MERS-CoV. Key to their viral lifecycle is Non-structural protein 1 (Nsp1), an essential pathogenicity factor that potently restricts the cell’s antiviral response. Despite poor protein sequence conservation of Nsp1 between evolutionarily distant β-CoVs, these proteins have proven to be highly conserved both functionally and structurally. Nsp1 functions by inhibiting host gene expression through contacts made with two mRNA ribonucleoprotein (mRNP) complexes: the initiating ribosome and the Nxf1/Nxt1 mRNA nuclear export complex. It is believed that two Nsp1 functions occur on the ribosome: Nsp1 is able to coordinate cleavage of the host mRNA and Nsp1 is able …

Exploring Tpack To Foster Student Engagement: A Self-Study In A Rural School Secondary Mathematics Classroom, Sindhu Aravind

Electronic Theses and Dissertations

In recent years, the integration of technology into education has transformed teaching practices, enhancing student engagement and providing new opportunities for differentiated learning. However, this shift presents a unique challenge in rural schools, where limited resources and infrastructure can hinder the effective implementation of technology. To investigate these challenges, I conducted a qualitative self-study to explore how technology integration, guided by the TPACK framework, impacts student engagement and learning in a secondary mathematics classroom. This study also examined the teacher’s experience in planning, implementing, and adapting technological tools to address the diverse needs of students, particularly in under-resourced environments. For …

In Defense Of Intellectual Autonomy, Paisley Agyare Boaitey

Electronic Theses and Dissertations

Recent attention in virtue and social epistemology has been devoted to analyzing intellectual virtues. However, intellectual autonomy is underappreciated and has been underexplored. The lack of specificity about the formal character of autonomy makes evaluating it as an intellectual character trait and virtue difficult. Here, I will examine extant accounts of intellectual autonomy and show why puzzles about them remain. I then offer intellectual autonomy under a compositional framework. Ultimately, I aim to show that intellectual autonomy—when adequately conceived—is a viable intellectual virtue that epistemic agents in an intellectual community [ought] to cultivate and maintain.

On Developing A Behavioral Paradigm To Measure Intolerance Of Uncertainty: The Ambiguous Approach Index, Heather Clark

Electronic Theses and Dissertations

Research in clinical psychology over the last 40 years has solidified intolerance of uncertainty (IU) as an important transdiagnostic etiological and maintenance factor of affective psychopathology. Theoretically, IU is the dispositional cognitive tendency underlying anxiety related avoidance behaviors, such as worry, checking, and hypervigilance which lead to increased functional impairment. IU is associated with increased severity of numerous psychological concerns including anxiety, depression, and other commonly comorbid conditions. Further, higher levels of IU are found in clinical than non-clinical samples, emphasizing its role in mental health outcomes. However, behavioral paradigms used to differentiate between individuals of different diagnostic groups or …

Lucumí Language Preservation In Cuban Literature: A Study Of Miami Santeros’ Perceptions, Dayni Deysi Diaz Mederos

Electronic Theses and Dissertations

Santería is an Afro-Cuban religion that has played a significant role in shaping Cuba’s cultural identity and that of its diaspora. Lucumí, a liturgical language primarily derived from Yoruba, is at the core of its religious practices. This language has been incorporated into the works of Cuban writers such as Lydia Cabrera, Alejo Carpentier, Nicolás Guillén, Miguel Barnet, and Nancy Morejón. While previous scholarship has examined Lucumí from linguistic and literary perspectives (Olmstead, 1953; Castellanos, 1939; Concordia, 2012; Ramos, 2013; Matibag, 2017), little attention has been given to how santeros, practitioners of Santería, perceive the representation of their sacred language …

Structure And Function Of Sulfated Fucans And Fucosylated Chondroitin Sulfates: Therapeutic And Mechanistic Insights, Marwa Farrag

Electronic Theses and Dissertations

Glycosaminoglycans (GAGs) are heteropolysaccharides widely exploited in the clinic and as molecular models in biomedical research. Marine-derived GAG analogs, particularly sulfated fucans and fucosylated chondroitin sulfates exhibit unique and diverse glycan motifs that are not found in the typical mammalian GAGs. The distinctive structures of the marine sulfated glycans (MSGs) not only expand the structural landscape of GAG-like molecules but also provide valuable platforms to elucidate structure-activity relationships and explore their potential as novel scaffolds for glycan-based therapeutic development. This dissertation presents the isolation, structural characterization, controlled depolymerization, and functional evaluation of several MSGs, highlighting their therapeutic potential, particularly those …

Sentiment Driven Deep Learning Approach In Stock Market Prediction, Zhiqi Niu

Electronic Theses and Dissertations

With the rapid development of Artificial Intelligence (AI) technology, its application in the financial field has moved from theoretical exploration to practical deployment. Especially in stock market forecasting, machine learning (ML) and deep learning (DL) have significantly improved the performance of traditional statistical methods by analyzing massive historical data. However, the stock market is affected by multiple dynamic factors, including macroeconomic indicators (e.g., GDP, interest rates), company fundamentals (e.g., earnings reports, management changes), technical indicators (e.g., moving averages, trading volume), and unforeseen black swan events (e.g., political unrest, natural disasters). These nonlinear interactions of these factors makes stock price prediction …

Missing Physics Or New Physics? Understanding Biases In Gravitational Wave Tests Of General Relativity, Purnima Narayan

Electronic Theses and Dissertations

Gravitational wave (GW) observations from binary black hole (BBH) coalescences offer a powerful means of probing general relativity (GR) in its most extreme regime: the strong- field, highly dynamical merger phase. One can compare observed signals to theoretical waveform models to constrain possible deviations from GR. However, the reliability of such comparisons can be compromised by waveform systematics, especially when key physical effects are not incorporated into the models. This dissertation investigates the impact of three such missing physical effects: orbital eccentricity, strong gravitational lensing, and waveform systematics due to precession, higher-order modes, and memory on standard GW tests of …

Educating Students Suffering From Social Emotional Trauma, Terry Peeples

Electronic Theses and Dissertations

The purpose of this applied research was to prepare teachers with proper professional development so that teachers can be equipped with the skills and strategies to educate students who suffer from social-emotional trauma. Students are faced with many challenges outside of school. Sometimes these challenges come from the neighborhoods in which they live, their household and living conditions, the amount of violence that students have witnessed, and many more emotionally scarring situations. I have witnessed students miss out on the opportunity of student learning because of the emotional state they were in at that moment. Many times, students do not …

Differing Russian Translations Of British Pre-Victorian Era Politeness In Literary Texts: A Case Study Of Jane Austen's Pride And Prejudice, Olga Ponomareva

Electronic Theses and Dissertations

This case study investigates the translation of pre-Victorian-era politeness in Jane Austen’s novel Pride and Prejudice into Russian. The study addresses translators’ challenges when transferring cultural and social nuances from the original English texts to their Russian counterparts. The primary objective of this research is to analyze how Russian translations handle the concept of politeness, comparing strategies used by two translators, which is achieved through a comparative analysis of selected excerpts from the novel, focusing on the translation of politeness as defined by Brown and Levinson’s (1987) politeness theory. The study contributes to translation studies, showing the importance of cultural …

An Integrated Data-Driven Framework For Coupling Upland Process Models And In-Stream Hydraulic Geometry Estimation, Ahmet Nazim Sahin

Electronic Theses and Dissertations

Large-scale watershed simulation platforms, such as the Agricultural Integrated Management System (AIMS), are essential for water resource management but are often limited by a critical lack of detailed in-stream channel data required for comprehensive river analysis. This study addresses this gap by developing and validating an integrated, data-driven framework that couples upland process models with in-stream hydraulic geometry estimation at a national scale. The research was executed through two complementary thrusts founded on the National Hydrography Dataset Plus (NHDPlus).

First, a geospatial workflow was developed to create NHDPlus-driven input files for the Annualized Agricultural Non-Point Source (AnnAGNPS) model—a tool for …

The Relationship Between College Entrance Exam Scores And First-Year Undergraduate Grade Point Averages At A Regional Public University: An Exploratory Analysis, Kaitlyn Sanson

Electronic Theses and Dissertations

This dissertation examines the relationship between college entrance exam scores and first-year college grade point averages for first-year students enrolled at the University of Arkansas – Fort Smith. Using a three-manuscript approach, the dissertation in practice explores the predictive validity of college entrance exam scores in higher education admissions, evaluates the effectiveness of these exams in forecasting academic success, and connects leadership philosophy to data-driven decision-making in admissions policies.

Manuscript One introduces the problem of practice by situating college entrance exams within the broader context of college admissions. While entrance exams such as the ACT and SAT have traditionally been …

High-Resolution And Time-Efficient Infiltration Rate Estimating Technique Using Geophysical Emi And Hydrogeological Modeling, Md Abdus Samad

Electronic Theses and Dissertations

Information on infiltration rates is crucial for developing climate-resilient infrastructure, optimizing irrigation in agricultural management, and tackling stormwater-related hazards. However, rapid urbanization and climate change are expected to exacerbate these risks. Therefore, proper assessment and understanding of infiltration capacity is essential for designing effective soil conservation strategies aimed at enhancing infiltration, reducing erosion, and supporting sustainable land and water management. Despite the importance, traditional methods such as single ring and double ring infiltrometer (DRI) test are limited by spatial resolution and time inefficiency, often fail to capture spatial heterogeneity across large areas.

To address these limitations, this research developed a …

Beyond Guns Vs. Butter: Gendered Dynamics In Security Policy Preferences, Elaine Elizabeth Tagert

Electronic Theses and Dissertations

This dissertation challenges the foundational assumptions of the “guns versus butter” debate by recentering gender, insecurity, and state legitimacy in the analysis of public opinion. Drawing on over 300,000 individual responses across 80 countries, and original survey data from post-conflict Colombia, it demonstrates that the commonly held belief that women are more likely to prioritize welfare over security is both context-dependent and empirically unstable. Rather than reflecting innate preferences, gendered policy attitudes emerge from lived experiences of violence, inequality, and institutional trust.

The first empirical chapter reveals a striking reversal of conventional expectations in the Global South: in regions where …

Design Matters: Modernizing The Federal Arbitration Act To Safeguard Party Autonomy, Sarah R. Cole

Cardozo Journal of Conflict Resolution

Arbitration is a creature of contract. And it is basic arbitration law that arbitrators must respect contracting parties’ intent. The Federal Arbitration Act’s 100th anniversary offers an ideal moment to reaffirm this principle: arbitrators resolving commercial disputes should honor parties’ intent while preserving arbitration’s core values: efficiency, finality, and autonomy. Unfortunately, routine judicial deference to arbitration decisions often undermines parties’ intent as expressed through party design of the arbitration process. In response to this issue, this Article proposes amending the Federal Arbitration Act (FAA) to empower courts to safeguard two common arbitral party directives: limits on arbitrators’ remedial authority and …

"Arbitration In Name Only": A Race Claims Mismatch, Michael Z. Green

Cardozo Journal of Conflict Resolution

With arbitration’s meteoric rise as a tool in resolving statutory employment discrimination matters beginning in the 1990s, concerns about lack of employee bargaining power received little consideration when raised in court challenges to the enforcement of employer-mandated agreements to arbitrate those claims. Only in rare circumstances, when an employer appeared to go to extremes in using its overwhelming bargaining power to implement an arbitration process so clearly unfair would a court find the agreement created an unfair “arbitration in name only” that should not be enforced.

Employers have become savvier in how they require employees to agree to resolve discrimination …