Digital Commons Network^™

Toward Autonomous Wireless Networks: Spatio-Temporal Prediction Via Physics-Aware Generative Ai Models, Rahul Gulia

Theses

The realization of fully autonomous Industry 4.0 environments depends on wireless networks that are not merely connected, but predictively aware—capable of anticipating channel degradation before it disrupts mission-critical operations. In dynamic industrial environments such as automated warehouses, radio frequency propagation is governed by dense metallic infrastructure, continuously moving obstacles, and frequent line-of-sight to non-line-of-sight transitions that render the channel non-stationary and spatiotemporally complex. Conventional approaches face a fundamental dichotomy: deterministic simulators such as ray-tracing and NS-3 achieve high physical fidelity but require up to 38 hours to generate a single high-resolution SINR heatmap, making real-time adaptation computationally infeasible; empirical and …

Redefining Capital Cities: A Smart Growth Evaluation Of Capital Cities And How Albany Can Learn From Them, Richard Turoski Iii

Theses

Mid-sized American capital cities face distinct development challenges determined by historical growth patterns, economic restructuring, and evolving urban priorities. This study examines Albany, New York, through the lens of Smart Growth, a planning framework that emphasizes compact development, mixed land use, multimodal transportation, and reinvestment in existing urban areas. Using comparative policy analysis, Albany is evaluated alongside Columbus, Ohio; Hartford, Connecticut; and Harrisburg, Pennsylvania, enabling consistent cross-case comparison based on similar roles as state capitals and overlapping comprehensive planning timelines. The research studies Smart Growth principles by structured policy analysis centered on downtown revitalization, mixed-use development, transportation connectivity, waterfront redevelopment, …

A Comparative Static Analysis Of Identifier Clones And Homonyms In Open Source Projects, Jose Palomino Lau

Theses

Identifier naming is a core element of software engineering and program comprehension. While existing literature suggests that naming consistency is ideal, there is limited empirical data on identifier homonyms, instances where the same name is used for different behaviors. This thesis investigates these naming patterns through a manual analysis inspired by grounded theory, supported by static analysis with srcML across three open source projects in Java, C and Python. By establishing a behavioral framework through axial coding, this research classifies 771 identifiers into functional categories to document their presence and role within the code. The results reveal that naming redundancy …

Unfixed Bodies, Soph Shufelt

Theses

This thesis emerges from that tension between protest and living.  It considers what it means to have one’s existence continually framed as resistance, and how that condition reshapes embodiment, temporality, and identity.  By situating my lived experience within broader social and political structures, I examine how bodily autonomy functions not only as a personal necessity, but as a regulated site of power.  The work that follows investigates how queer and transgender bodies navigate visibility and risk, how time is warped through prolonged struggle, and how survival becomes a form of authorship.

What’S In It For Us?, Hannah Giancola

Theses

What’s in it for us? examines how value can be created, abstracted, and redefined through material practice, participation, and shared experience. Situated in the space between maker and mender, the artist works in the symbiotic relationship between creation and repair. Wood is the primary material of creation, often in its imperfect form. It becomes both medium and metaphor representing intrinsic value while helping to challenge the systems that’s equate value with market and currency. From a multidisciplinary approach and adaptive nature, the work pulls from personal history, interfaith upbringing, and influences from conceptual art to traditional craft. This thesis transitions …

Avoiding White Elephants: An Empirical Assessment On The Failure Of Airport Capacity To Drive Tourism Receipts, Somanithel Kheang

Theses

This study investigates the relationship between airport infrastructure capacity and international tourism receipts across 12 major Asian and European economies from 2000 to 2019. Using a Panel Fixed Effects framework, the analysis tests the "Supply-Led Growth" hypothesis to determine if physical infrastructure expansion independently drives tourism revenue. To address potential endogeneity and reverse causality, the study employs specification where all independent variables are lagged by one year.The empirical results yield a robust null finding: airport capacity does not exhibit a statistically significant impact on tourism receipts. Conversely, government consumption is identified as a potent driver of tourism performance, with a …

Bio-Based Materials In Adaptive Reuse: Assessing Durability, Disassembly, And Reuse Potential, Gloria Barry

Theses

This study evaluates the performance of bio-based and conventional wall assemblies in relation to their ability to be disassembled and reused after exposure to environmental stress. While durability is often prioritized in construction, this research examines whether materials that resist change are also those most suitable for reuse. Four wall assembly types, two conventional (CMU with EPS insulation) and two bio-based (compressed earth blocks with hemp insulation), were constructed, each with two specimens to establish control and test conditions, using different connection strategies, including 1/2-inch mortared systems and a combination of thin mortar-slip joints with mechanical fasteners. Assemblies were subjected …

Topological Perspective On Temporal Climate Networks, Daniel Oleynikov

Theses

Networks are highly effective tools for analyzing the dynamics of Earth’s climate system. In this approach, nodes represent geographical locations and edges represent correlations or causal relationships with respect to climate fields, such as air and sea surface temperatures. We extend this technique by integrating it with topological data analysis (TDA), which shifts the focus from pairwise relationships—typical of conventional network methods—to higher-order interactions among geographic locations. Through techniques such as persistent homology and simplicial distributions, we investigate how the global climate dynamics—summarized by this representation—have evolved over the last 75 years. Additionally, we evaluate changes in oceanic connectivity with …

"We Pledge Ourselves To Use Our United Strength": Education, Women's Clubs, And The Woman Suffrage Movement In Tennessee, Michelle P. Harris

Theses

The state of Tennessee played a central part in the battle for ratification of the Nineteenth Amendment, which would secure women’s right to vote. While the showdown in Nashville in August 1920 when suffragists and anti-suffragists descended upon the city to lobby for their respective sides gained a lot of attention for the state’s role in woman suffrage, the increasing opportunities of women outside the domestic sphere helped launch the suffrage movement. Educational opportunities, work outside the home, and voluntary societies were just a few of the ways that women stepped out into the public sphere. These endeavors outside the …

Study Of Global Panel Of Soybean Accessions For Nitrogen Use Efficiency Using Association Mapping, Rita Bhandari

Theses

Soybean (Glycine max [L.] Merr.) is a leguminous crop valued for its high protein, oil content, and other essential nutrients. Global production has significantly increased, with Brazil, the United States, and Argentina being the leading producers. In the U.S., Illinois, Iowa, and Minnesota rank as the top soybean-producing states. Nitrogen (N) is a predominant nutrient required for optimal soybean growth and productivity, particularly in high-yielding varieties. While biological nitrogen fixation and soil mineral N supply part of the plant’s N requirement, synthetic fertilizers are commonly used to meet the remaining demand. However, only 30–50% of applied N is taken up …

User-Centered Design For Public Financial Services: A Federal Student Loan Management App Case Study, Carmen River Christopher

Theses

Researchers have studied several facets of federal student loans, such as the impacts it has on borrowers’ finances, mentality, and life goals, plus the history of the federal student system and potential changes. There has been little research conducted on how borrowers make decisions regarding repayment, including choosing plans, navigating the repayment system, and understanding the long term implications of their choices. Since this research largely does not exist, there are few tools and resources to help guide borrowers as they manage the large, complex, and dynamic landscape that is navigating the federal loan system and repaying their debt. I …

The Investigation Of The Digital Divide: Government Literacy With African American Seniors, Jenettie Pirtle

Theses

My thesis, The Great Divide: An Investigation of Digital Literacy with African American Seniors, explores how race, age, and income shape access to technology and digital learning. Many African American seniors continue to face barriers to digital literacy due to limited resources, lack of exposure, and social inequalities. Using a qualitative approach, I conducted a focus group to hear directly from seniors about their experiences with technology, what challenges they face, how they feel about using it, and what support they need. Guided by Critical Race Theory and the concept of digital inequality, my analysis highlights the gap between access …

Reclaiming Suppressed Symbols: Yoruba Iconography And Nuyorican Identity In The Art Of Nitza Tufiño, Ariana Williams

Theses

This thesis examines the work of Afro-Puerto Rican artist Nitza Tufiño through Yoruba iconography, diasporic memory, and gendered Nuyorican identity. Grounded within the cultural and political context of the Nuyorican Movement of the 1960s and 1970s and, this study argues that Tufiño’s visual practice reframes suppressed African spiritual symbols through a woman-centered perspective, positioning Black femininity and spiritual labor as sites of resistance to colonial erasure and racial marginalization. Drawing upon Yoruba-derived cosmologies, Santería, and processes of visual syncretism, Tufiño integrates African, Indigenous Taíno, and Caribbean traditions to articulate a gendered visual language rooted in care, ritual, and collective memory. …

The Judicial Subjectivity In The Fair Use Analysis Of Andy Warhol Foundation For The Visual Arts, Inc. V. Goldsmith And Its Implications, Donna Khademi

Theses

The case of Andy Warhol Foundation for the Visual Arts, Inc. v. Goldsmith demonstrates the subjective nature of the fair use doctrine. Scholars suggest that judges are often forced to interpret expressive works without specialized training in art, leading to inconsistent rulings. These discrepancies can lead to legal ambiguity and potentially weaken First Amendment protections. A deeper understanding of authorship, appropriation, and contemporary art highlights their crucial role in evaluating expressive works. By examining current legislation and judicial precedents, this paper shows the subjective and inconsistent nature of the present legal framework and offers a set of related proposals. It …

Leveraging Generative Artificial Intelligence To Launch An Independent Game Studio, Douglas Evans

Theses

This project report examines how Generative Artificial Intelligence (Generative AI) can be integrated into the early formation and operations of an independent/indie game studio. Using a qualitative, practice-based single-case study approach, the project focused on Boar’s Head Studio, LLC. A human-in-the-loop approach was maintained with Generative AI used to support company formation, ideation, planning, documentation, analysis, coding assistance, marketing preparation, and community-building preparation

The report concludes that Generative AI can serve as a meaningful system integrated into the studio pipeline when used with structured, repeatable, human-in-the-loop processes. The project contributes a practical, case-based framework that may be useful to other …

Staging Collapse: Anita Berber’S Cocaine And Morphium As Disability Aesthetic Performance, Blair Summers

Theses

This thesis examines Anita Berber’s performances Cocaine and Morphium within the cultural climate of Weimar Germany, where the body became closely tied to ideals of health, productivity, and national renewal. Through the framework of disability aesthetics as defined by Tobin Siebers, this study argues that Berber transforms addiction, collapse, and bodily decay into a visual and affective language of artistic and political critique. Rather than present the body as disciplined or morally ideal, Berber stages instability, excess, and death through gesture, costume, set design, and music. In doing so, she reimagines the stigmatized female body as a site of agency …

Political Legacies Of Malcolm X, Sumair Ahluwalia

Theses

This study explores the ways in which Malcolm X’s legacy has been co-opted by various institutions and actors, including, but not limited to, politicians, historians, the general public, the federal government, and other commentators. As a result of this co-optation, Malcolm’s revolutionary ideals have been diluted or sanitized in the years since his assassination in 1965. Different approaches have been utilized to reframe Malcolm’s legacy, which include associating him with American liberalism, framing his arguments at the end of his life as markedly less radical, and external interference with popular works about Malcolm, including The Autobiography of Malcolm X. Additionally, …

The Making Of Shi'a Resistance In Afghanistan: Historical Roots, Communist Rule, And Soviet Occupation, 1978–1989, Sayed Sajjad Hojet

Theses

This thesis examines Shi'a political mobilization in Afghanistan from the 1978 Saur Revolution through the Soviet occupation, ending in 1989. It argues that Shi'a resistance was not simply a religious reaction to Marxist rule but a complex movement shaped by long-term marginalization, influenced by rival political ideas, and connected to cross-border networks in Iran. It traces how persecution under Amir Abdurrahman Khan created a system of political exclusion that shaped Shi'a collective identity before the communist takeover, and how ideologies such Marxism and Political Islam further politicized Shi'a youth in the mid-twentieth century. The PDPA's coercive policies after 1978 helped …

Deep Reinforcement Learning-Based Equitable Post Disaster Resource Allocation Incorporating Social Vulnerability, Trevor John Mogaka

Theses

Prior Deep Reinforcement Learning (DRL) approaches frame post‑disaster recovery as a sequential decision-making problem over infrastructure elements, using graph-based system models and resilience-oriented rewards. This thesis builds on an existing DRL framework by introducing a modified CDC Social Vulnerability Index (mCDC-SVI), developed using Max-min scaling, to quantify social vulnerability.A synthetic interdependent infrastructure testbed is divided into four socio‑economic regions using federal poverty and SNAP eligibility guidelines. The DRL simulation and Deep Q‑Network architecture are retrained under a multi-objective reward function that is efficiency-equity weighted (α:β). Agents are evaluated across unconstrained and constrained budget scenarios to examine how varying α and …

A Reconfigurable Architecture For Dense And Sparse Matrix Multiplication In Processing-In-Memory, Timothy Avila

Theses

Traditional Von-Neumann computing architectures suffer from a fundamental limitation known as the memory wall, where performance is constrained by the cost of data movement between memory and processing units rather than by computational capability. This limitation is particularly pronounced in data-intensive workloads such as machine learning (ML) and hyperdimensional computing (HDC), where matrix-vector operations dominate execution and are often memory-bound. Processing-in-Memory (PIM) architectures have emerged as a promising approach to mitigate this bottleneck by enabling computation to occur within or near memory, thereby reducing data movement overhead. However, due to these processors' specialized nature and the limited integration of general-purpose …

Antidistillation Sampling For Classification Models, Khawaja Abaid Ullah

Theses

Knowledge distillation enables adversaries to replicate the functionality of proprietary machine learning models by querying their APIs and training surrogate student models on the returned soft-label distributions. Antidistillation Sampling (ADS), recently proposed for large language models, perturbs the output distribution of a teacher model at inference time to degrade the quality of the resulting distilled model while preserving utility for legitimate users. We adapt ADS to the supervised classification setting and identify a structural obstacle to its direct transfer: the high-confidence, near-one-hot output distributions characteristic of well-trained classifiers leave insufficient probability mass on non-target classes for the additive penalty to …

The Efficacy Of Ethical Data: An Analytical Study By, Lamar Gebara

Theses

As artificial intelligence and machine learning models become increasingly embedded in decision-making systems across industries, questions about the ethical sourcing of data have grown more pressing; model performance relies heavily on vast, diverse datasets, many of which are harvested without consent, transparency, or equitable representation. This study aims to compare analytics outcomes (accuracy, bias, fairness, and explainability) between ethically sourced and unethically sourced datasets. Using CRISP-DM methodology, the study will develop matched classification models on both dataset types, evaluate their performance and fairness using open-source tools such as Fairlearn and AIF360, and assess broader implications for trust, accountability, and regulatory …

Perceptual Evaluation Of Deep Learning Models For Hdr Reconstruction Under Severe Overexposure, Alireza Rabbanifar

Theses

Overexposure in imaging systems leads to irreversible loss of scene information due to sensor saturation, resulting in degraded perceptual quality and limited dynamic range. While recent deep learning approaches have shown promising results in correcting mild to moderate overexposure, their performance under severe overexposure and their perceptual quality in HDR image generation remain less understood. In this work, a comparative evaluation of four representative models—Multi-Scale Exposure Correction (MSEC), Illumination-Adaptive Transformer (IAT), LEDiff, and X2HDR—is conducted across multiple scenes and levels of overexposure, with particular emphasis on severe overexposure conditions. The evaluation focuses on the perceptual quality of the reconstructed HDR …

Expedited Internet Bypass Protocol (Eibp) For Inter-As Routing, Tejas Ramakant Mhadgut

Theses

Inter-AS link failures in conventional routing architectures are recovered through a combination of Border Gateway Protocol (BGP) hold-timer expiry, Link State Advertisement (LSA) flooding, and network-wide Forwarding Information Base (FIB) recomputation, a process that produces data plane outages measurable in seconds and affects every routing node in the involved Autonomous Systems (AS) regardless of topological relevance. This report presents the design, implementation, and evaluation of a failure recovery mechanism for Expedited Internet Bypass Protocol (EIBP), a label-based routing protocol in which forwarding decisions are derived from structured tier addresses rather than distributed routing tables. The implemented mechanism comprises three components: …

Bodyrevolt, Lauren Oliver

Theses

BodyRevolt examines the body as a mutable site shaped through performance, material intervention, and photographic mediation. Working across still and moving image, I stage choreographic interactions between my body and constructed forms—materials that function as both extensions and substitutions—destabilizing the notion of a fixed bodily truth. Through acts of sculpting, contortion, and repetition, I explore the tension between the body I inhabit and the body I imagine, using the camera not simply as a recording device but as an active participant in rehearsing transformation. Central to this inquiry is the construction of surrogate bodies, which offer a form of control …

Genetic Algorithms With Psychological Tension Analysis For Music (Gaptam), Andrew Bowman

Theses

This work investigates a structurally grounded approach to algorithmic music composition using a stochastic Context Free Grammar (CFG) evolved through a genetic algorithm. While existing systems such as live-coding environments, DAWs (Digital Audio Workstations), and statistical models generate musical material, they typically lack explicit hierarchical organization, despite evidence that listeners perceive music sequentially and structurally. In this framework, derivation trees generated from an CFG serve as compositional candidates, which are evolved using subtree-based crossover and mutation. Fitness evaluation combines prior melodic heuristics with tension-based insights from music cognition research, introducing musically informed structure into the evolutionary process. A genetic system …

Integrated Vaccine Bundle Procurement Framework, Ming Zhu

Theses

Childhood vaccination is among the most effective public health interventions, yet ensuring affordable access in low-income countries (LICs) remains challenging. Centralized procurement agencies such as UNICEF and Gavi purchase vaccines antigen-by-antigen through competitive tenders which is a practice that fails to capture the affordability gains attainable by coordinating vaccine products into optimized bundles tailored to each child’s complete immunization schedule. This study develops an Integrated Vaccine Bundle Procurement Framework that shifts the unit of procurement from the antigen level to the vaccine product level. The framework formulates the procurement as the construction and selection of child-level immunization bundles, feasible sets …

Anthropometric And Lifestyle Metrics Compared In Postmenopausal Women, Amanda Louise Daniel

Theses

Background: Hormone changes and aging that lead to menopause have a significant impact on quality of life. Understanding health thresholds for the components of body composition in this population are not well known. The relationship between menopausal symptoms and lifestyle factors is understudied. Methods: A mixed-methods approach included surveys and face-to-face body composition analysis using bioelectric impedance. Eating competence, sleep quality, and physical activity were assessed online with validated surveys prior to body composition measurement. Data were transformed to normality and analyzed with Pearson correlation coefficients and independent t-test correcting for multiple comparisons. Results Of the 69 interested people, 50 …

Competition And Community In Marx’S Alienation Theory: Addressing 21st Century Social Isolation Through A Laclauian Lens, Brett J. Zimmerman

Theses

Capitalism reorients human priorities by necessitating socio-economic competition and tying the preeminent priority of survival to the rate at which one accumulates material resources. The orientation of wage as the only means to survival has replaced the need for the working class to form tribes, build inter-group solidarity, and engage in their communities, resulting in a less fulfilling society. Marx is traditionally conceptualized as a political or economic thinker, and while much of his political and economic thought will be useful supplementary material, in Section I, I will be viewing Marx through a more interpersonal lens. The section will take …

The Transformation Of Physical Archives In A Digital Age, Gabriel A. Stadler Mr.

Theses

Scholars involved in archival studies have increasingly examined how digitization has transformed the accessibility of archive collections. For example, Clifford Lynch, a leader in digital libraries and a computer scientist, argues that the development of institutional repositories emerged as a new strategy that allows universities to apply what he calls “serious, systematic leverage to accelerate changes taking place in scholarship and scholarly communication” (1). He later clarifies that he defines these institutional repositories as places that hold digital materials and are created by the institution. Similarly, archival theorists such as T.R. Schellenberg emphasize the research value of records and the …