Digital Commons Network^™

Immersive Mixed-Reality Anatomy Lab, Cassidy Norkett

Honors Theses

The Mixed Reality Heart Anatomy Lesson was created to address the WMU Homer Stryker M.D. School of Medicine’s need for an interactive and dynamic laboratory lesson. The application allows for a more efficient way for medical students to learn and comprehend the material. The design and development of a mixed reality application running on smart glasses provides students with a situation aware, fully engaged, and immersive learning experience. The Apple Vision Pro device allows medical students to complete their labs by merging physiology and anatomy concepts through 3D models, object detection, self-assessments, and an artificial intelligence chatbot. There can be …

Artificial Intelligence For Better In-Game Nfl Performance, Christopher Mcmanus

Honors Theses

In this thesis I examined the use of AI modeling for the use in the modern-day NFL, both for improving in-game play calling, and creating better recovery plans for players all around the league. When finding articles detailing these models, I only focused on works involving the current day NFL, and models used widely around the league to this day. The literature detailed in this thesis mainly describes modeling used by Amazon Web Services (AWS, 2024, The NFL’s partner for all things analytics, and data modeling. My main objective for this literature review was to show the impact AI modeling …

Distracted But Still Listening: How Cognitive And Perceptual Load Affect Multisensory Integration, Eddie Lee

Honors Theses

There is an ongoing debate about whether multisensory integration (MSI) occurs automatically and before attention is allocated or if multisensory integration occurs after attention is allocated and is subject to top-down attentional control. A recent study investigated this by manipulating the availability of attentional resources in a dual-task paradigm, finding that when the demands of the secondary task increased, susceptibility to the Sound-Induced-Flash-Illusion, a non-speech audiovisual illusion, also increased (Michail & Keil, 2018). This was taken as evidence for the role of post-attentive, top-down control during MSI. In the present study, we extend this logic to explore the role of …

Abortion On The Ballot: How Direct Democracy Shapes Abortion Policy Post-Dobbs, Serena E. Klebba

Honors Theses

Since the return of abortion policy to the states following Dobbs v. Jackson Women’s Health Organization (2022), sixteen states have considered ballot measures addressing core questions of abortion access. Distinct from pre-2022 initiatives, these recent measures present binary choices on issues such as viability-based access, six-week bans, and the existence or repudiation of a right to abortion in state constitutions. Although existing scholarship generally frames initiatives and referendums as mechanisms that enhance congruence between public opinion and policy outcomes, this focus overlooks the broader effects of direct democratic processes on voters. I hypothesize that there is something unique in the …

The Anatomy Of A Reconstruction: From Fourier Space To Image Recovery In Computed Tomography, Charlotte P. Maurer

Honors Theses

This thesis develops the mathematical foundations of computed tomography (CT) reconstruction through the lens of harmonic analysis. Beginning with the Schwartz class, we introduce the Fourier transform and its role in expressing the Radon transform and its inversion via a fractional Laplacian. After constructing the Radon transform in general dimension R^d, we specialize to the cases d = 2 and d = 3, demonstrating explicit inversion formulas and the associated instability in lower dimensions. For its computational advantages, we study filtered back-projection using classical low-pass filters (Ram-Lak, Shepp–Logan, Cosine, Gaussian) and formulate a discrete reconstruction algorithm grounded in …

Predicting Human Steering From Optic Flow Using Deep Convolutional Neural Networks, Katie E. Bernard

Honors Theses

Human driving is a complex visuomotor task and the specific visual clues that guide it remain under investigation. While prior research has emphasized gaze-based strategies such as the Tangent Point and Future Path hypotheses, recent evidence highlights the potential role of optic flow, the visual motion pattern perceived during self-movement, as critical to steering ability. This thesis explores whether raw optic flow alone can support accurate predictions of human steering behavior. We trained a convolutional neural network to map optic flow vector fields to steering angles in a virtual reality driving simulation. The dataset, collected by Giguere et al., included …

Microbial Degradation Of Kelp-Derived Dissolved Organic Matter In The Context Of Carbon Sequestration, Sophia N. Riazi-Sekowski

Honors Theses

Kelp, or brown algae, is an emerging form of ocean-based biological carbon dioxide removal, converting dissolved CO2 into organic molecules via photosynthesis. The export of detritus and dissolved organic carbon (DOC) from coastal beds to beyond the continental shelf contributes to carbon sequestration, especially through the microbial production of refractory DOC (RDOC). The influence of microbial degradation on kelp-derived DOC is not yet well understood, contributing to inconsistency in carbon sequestration estimates. This study utilizes dark bottle incubations of both blades and holdfasts from two farmed kelp species in the Gulf of Maine — Saccharina latissima and Saccharina angustissima — …

Optimizing Radial Interfaces For Eye-Movement Authentication On Smartphones, Trey V. Tuscai

Honors Theses

Radial authentication interfaces offer privacy-preserving, calibration-free eye-movement authentication. While their effectiveness has been demonstrated on large displays, their performance on smartphones remains underexplored. This study investigates seven radial interface configurations on the iPhone 13, varying the number of radial indicators and password lengths to examine trade-offs between accuracy, security, and entry time. Through a controlled eye-tracking experiment with 27 participants, we evaluate each configuration’s performance and collect user prioritizations of the three factors. Our findings reveal that shorter passwords with fewer indicators improve speed and accuracy but reduce security, while longer configurations enhance security at the cost of usability. Based …

Drivers Of Heat Pump Installation In Maine: Climate Shocks, Politics, And Incentives, Micah J. Margolis

Honors Theses

Heat pumps are a growing trend as climate adaptation measures around the world and are gaining significant popularity and attention due to a number of environmental and social factors across Maine. Homeowners in Maine face difficult financial and personal pressures when considering a heat pump. Impacting this decision is a high cost of energy, a substantial rebate offsetting the purchase price, as well as summers and winters that are warming beyond record highs and lows. Previous research has looked at specific populations or large regions without considering the long-term personal drivers of this decision. I use data from Efficiency Maine, …

Tracing The Lines In Comics And Life: Genealogies And My Place Within Them, Audrey M. Loo

Honors Theses

My thesis is a hybrid English Lit/Creative Writing project on comics. The English Lit half is an Artist’s Statement comprised of scholarly research and both analytical and personal writing, and this work will necessarily inform and be informed by the Creative Writing half, in which I create my own comics.

Does The 25th Amendment Merit Reform?: The Challenge Of Determining Presidential Disability, Karena R. Andreassen

Honors Theses

This research project examines the persistent lack of use of the 25th Amendment to the United States Constitution in its original form, despite many calls for the reform of the language or expansion of its application as situations unfold. Adopted in 1967, the amendment was created to address the challenges of presidential succession and incapacity. However, historical events over the last few decades, such as the assassination attempt on Ronald Reagan, Reagan’s colon cancer, and the general increase in the age at which presidents assume office, have contributed to scrutiny over the amendments’ provisions. This study will explore why specifically …

Why Community: The Potentials And Limitations Of Community Engagement In Restorative Justice, Emily P. Chauhan

Honors Theses

This thesis explores the role of community in restorative justice through both the criminologist and practitioner perspectives. Through investigating the limitations of the U.S. penal system, which ranks highest globally in incarceration rates yet fails to ensure public safety, the research investigates restorative justice as a victim-cantered, harm-driven alternative. It emphasizes how restorative justice redefines crime by focusing on healing and accountability rather than punishment of the criminals/harm-doers. This thesis examines how communities are essential to restorative processes and how restorative justice, in turn, helps to build communities. Drawing from case studies, models, and interviews this thesis questions the assumptions …

Understanding Perspectives Of Autism Spectrum Disorder In Central Maine, Bridget B. Meehan

Honors Theses

The present study investigates perspectives of Autism Spectrum Disorder (ASD) in Rural Central Maine and the support measures needed to optimize students’ inclusive education experiences. The research examines views of three primary stakeholders: parents/guardians, teachers (general education and special education), and clinicians. By utilizing Bronfenbrenner’s Ecological Systems Model, I explore the complexity of inclusive education by analyzing how macrosystem beliefs (operationalized through logics) and mesosystem interactions across microsystems influence the educational experience for students with ASD (Bronfenbrenner, 1979). Part one of the research consists of a systematic literature review for each stakeholder, incorporating 45 sources across three prominent education databases. …

Shouting Down Democracy: The Role Of The Deeply Engaged In American Political Discourse, Annaliese Fleck

Honors Theses

In an age of heightened polarization and increasing incivility in politics, a small but influential subset of Americans, known as the deeply engaged have emerged as dominant voices in political dialogue. This thesis investigates who these individuals are, what drives them, and how their behavior impacts democratic participation in the United States. Through a combination of theoretical analysis and original survey data, this study constructs a profile of the deeply engaged and distinguishes them from the general electorate. Drawing on foundational concepts of free speech, including isegoria and parrhesia, and the philosophies of John Stuart Mill and Karl Popper, this …

From Living With The Land To Vacation Timeshares: The Impact Of Outdoor Recreation On The United States’S Recognition Of Shoshone, Timpanogos, And Havasupai Ancestral Homelands, Harry T. Robison

Honors Theses

The romantic view of the Western United States from the perspective of a US resident is fueled by the thought of adventure and expansion. The phenomena of the "Wild West," frontier ideology, and manifest destiny have kindled a love of being outside and pursuing new and "unexplored" territory. Long before those ideologies came into play, people already inhabited these landscapes. As colonists moved West, many of those inhabitants were forcefully moved onto reservations. Those people include the Shoshone people of Wyoming, the Timpanogos people of Utah, and the Havasupai people of Arizona. Alongside this history of displacement, the United States …

Introducing Catalizer: A Framework For Prototyping Models Of Biological Systems, Andy M. Day

Honors Theses

Modeling the light response system of Nannochloropsis oceanica brings

a set of challenges that make modeling difficult. Notably, potential models

may contain a large number of chemical species. A large number of

species creates a quadratic explosion in the number of potential pathways.

In addition, mathematically defining these pathways is error prone, yet

follows a surprising simple set of rules. We seek to create a domain specific

language which can precisely define these chemical reaction networks.

Once the networks have been defined, they can be exported as procedures

defined in popular programming languages for further analysis.

Local Limit Theorems On Finitely Generated Abelian Groups, Yutong Yan

Honors Theses

In this thesis, we classify the pointwise behavior of finite-range random walks on finitely generated abelian groups in terms of local limit theorems. Random walks are central objects of research in probability theory, and the theory has found applications in statistics, physics, and even card shuffling. One significant topic in this line of study is random walks on finitely generated groups. Starting from the pioneering work of G. Pólya and H. Kesten, random walks on finitely generated groups have been studied extensively. However, many notable results on the subject (local limit theorems, for example) make assumptions about periodicity and irreducibility …

The Future Of Code Style: Learning With Gamified Online Tools, Jacob C. Tjaden

Honors Theses

High-quality code is universally pursued by software developers, and one of the most effective indicators of code quality is code style. However, code style is difficult to teach, particularly to introductory students and programmers who benefit most. In this project, we aim to investigate how online tools can improve and teach Python code style, as well as identify the role of gamification in the process. We build an online platform called Fishy that combines code style appraisal tools and utilizes gamification concepts. Our platform incorporates educational metrics such as a code analysis score and targeted quizzes to assess user performance. …

Affine Groups: A Functorial Perspective, Vladimir Khabaev

Honors Theses

A familiar construction associated to any commutative ringRwith1is its group of units, traditionally denoted by R^x= {u in R | uv = 1 for some v in R}. This is but one out of many ways to get a group from a ring. To see at least one other way, we need a mild change in perspective: units may instead be characterized as elements for which the linear transformation f(r) = u ⋅ r is an isomorphism of R as a module over itself. That is to say, R^x = GL(1, R …

From Colony To Classroom: British Rule And Contemporary Educational Outcomes In India, Yashvita Shukla

Honors Theses

This study analyzes the modern day legacy of British colonial ruling structures on Indian educational outcomes. In directly ruled areas, the British retained total control, while Indian princes in indirectly ruled areas had administrative agency. I find that directly ruled districts have higher literate population shares across both genders over three census years, but no significant difference by 2011 in primary, secondary, and tertiary education, controlling for colonial geographic conditions. Gender-disaggregated results generally find stronger colonial effects for women than men. This thesis challenges earlier findings and implies that the British effort to create an educated administrative class and their …

How Does Cocaine Exposure Affect Early Gene Expression Changes In The Prefrontal Cortex (Pfc) And Striatum?, Saathvika Diviti

Honors Theses

Cocaine use disorder (CUD) remains a significant public health concern, yet the molecular mechanisms underlying individual susceptibility are poorly understood. This study investigates early transcriptional responses to acute cocaine exposure in two key brain regions implicated in addiction, the prefrontal cortex (PFC) and striatum, using genetically diverse Diversity Outbred (DO) mice. Paired tissue samples were collected following a standardized sensitization protocol and analyzed via bulk RNA sequencing. Differential expression analysis revealed 37 significantly differentially expressed genes in the striatum. These genes overlapped with gene sets associated with substance use, neurodevelopmental disorders, and immune signaling, implicating shared pathways in central nervous …

Prophets Instead Of Priests: Diagonal Orientations & Coming-Of-Age Queerness In Jane Eyre And Oranges Are Not The Only Fruit, Emily G. Flanders

Honors Theses

This project asserts that the moment in which a girl leaves the trajectory of the expected in favor of the unknown in order to pursue her discovery of self is when her coming-of-age narrative becomes queer. This is demonstrated through Jane in Jane Eyre by Charlotte Brontë and Jeanette in Oranges Are Not the Only Fruit by Jeanette Winterson. Jane and Jeannette’s respective coming-of-age narratives–that is, them creating their fully embodied selves, the girl they believe and know themselves to be–happen off the expected life path in the liminal, in-between, undefined space of the queer oblique. There are moments …

“Women Who Don’T Know How To Stay Married”: The Poetic Afterlives Of The 1927 Bristol Sessions, Aubrey R. Adkins

Honors Theses

This project begins from the understanding that song lyrics can have lasting impacts on the poetic work that proceeds from them, and can and should, therefore, be read as literature. In the cultural context of Southern Appalachia, a historically underserved and academically underrepresented region, this understanding is intertwined with Audre Lorde’s idea that “For women...[poetry] is a vital necessity of our existence.” The women of Southern Appalachia, denied access to particular modes of expression as a result of external circumstances such as poverty and sexism, need poetry, according to Lorde, to take “tangible action” in their lives. What came before …

Once Upon Another Time: Retelling Fairy Tales & Legends With Inclusive Identities For Modern Young Adult Audiences, Hailey Drapcho

Honors Theses

This thesis explores how modern young adult (YA) fairy tale retellings can act as interventionist works as part of the mythopoeic YA fantasy sub-genre, where they enfold traditionally excluded identities into the archetypal role of the fairy tale female protagonist who is expected to embody an idealized form of girlhood. Fairy tales have a profound impact on self-image and how individuals create expectations of their role in the world. By fracturing the archetypes maintaining restrictive and exclusionary expectations, mythopoeic YA fairy tale retellings affirm the young adult girl to embrace her own individual identity and determine her role in the …

A Phenomenological Approach To Addiction, Zollie Foss

Honors Theses

This paper proposes a phenomenological investigation of addiction, with the goal of describing how it is experienced from within, as an embodied and existential phenomenon. I begin by establishing a conceptual framework—drawn from the works of existential phenomenologists Heidegger, Sartre, and Merleau-Ponty—outlining the key structures of everyday experience such as being-in-the-world, freedom, embodiment, bad faith, and sedimentation. I then turn to a description of the lived experience of addiction by drawing on various first-person addiction memoirs, showing how the aforementioned existential structures are experienced in active addiction and how pathways to sobriety reflect and are experienced as targeting these structures. …

A Broad Range Of Sexual Misconduct And Associated Mental Health Outcomes, Cory Sanderson

Honors Theses

College women are at a high risk of experiencing sexual misconduct (SM) (Graham et al., 2022). Research shows a connection between sexual victimization and psychological distress (Graham et al., 2022). The lack of research on a broader range of SM and associated mental health outcomes is a lacuna that must be addressed. SM is a widely understudied issue, and approximately 1 in 5 college women will experience it at least once during their time on campus (Muehlenhard et al., 2017). Women are not only at a high risk of experiencing SM during their time in college, but research shows a …

Coercion In Campus Sexual Misconduct, Ailsa V. Boger

Honors Theses

Women are at a high risk of experiencing sexual misconduct or assault during their time in college (Graham et al., 2022). Studies suggest that many college students, specifically women, are likely to experience sexual coercion, which is defined as: unwanted sexual activity that occurs when you are pressured, threatened, tricked, or forced in a nonphysical way (Pugh & Becker, 2018; Office on Women’s Health, 2021). Coerced sex is not illegal in most states in the US, so sexual coercion is not seen as important as more aggressive forms of sexual assault that are illegal (Peterson, 2023). Furthermore, the research on …

A Phenomenological Approach To Addiction, Zollie Foss

Honors Theses

This paper proposes a phenomenological investigation of addiction, with the goal of describing how it is experienced from within, as an embodied and existential phenomenon. I begin by establishing a conceptual framework—drawn from the works of existential phenomenologists Heidegger, Sartre, and Merleau-Ponty—outlining the key structures of everyday experience such as being-in-the-world, freedom, embodiment, bad faith, and sedimentation. I then turn to a description of the lived experience of addiction by drawing on various first-person addiction memoirs, showing how the aforementioned existential structures are experienced in active addiction and how pathways to sobriety reflect and are experienced as targeting these structures. …

One Peak, Two Peaks: On The Effects Of Enhanced Evaporation In An Ammonium Sulfate And Succinic Acid Aerosol System, Julia Reynolds

Honors Theses

Aerosols, defined as suspensions of liquid or solid particles in a gaseous medium, are ubiquitous in both indoor and outdoor environments. They have significant impacts ranging from public health concerns to climate dynamics. In laboratory settings, aerosols are most often generated through a technique known as atomization. The atomization or nebulization is from dilute, aqueous solutions of various chemical compositions. This process typically produces a unimodal, lognormal particle size distribution with exceedingly rare exceptions. Colleagues in a different laboratory (Dr. Freedman’s Group at Pennsylvania State University), however, mentioned they observed a bimodal size distribution, a distribution with more than one …

Breaking The Boundaries Of The Binary: Non-Normative Gender Expression And Rebellion In 19th-Century Literature, Anna Marie Wingard

Honors Theses

This thesis explores non-normative expressions of gender in three nineteenth-century novels: Valperga (1823) by Mary Shelley, The Hermaphrodite (c. 1846) by Julia Ward Howe, and The Awakening (1999) by Kate Chopin. Each novel’s protagonist displays gender expression that rejects nineteenth-century British and American ideals and is consequently exiled from society and faces death. The project diagrams trajectories of gender expression and identity by tracing adherence, failure, and consequences to illustrate how non-normative gender expression directly leads to social exclusion and death. The findings of this literary analysis suggest that nineteenth-century understandings of gender were rigidly policed and the novel served …