Digital Commons Network^™

Adaptive Deep Learning In Physical Layer Applications, Ali Owfi

All Dissertations

Traditionally, signal processing models in communication systems have been designed based on solid foundations in statistics and information theory, often assuming linearity and optimizing for simplified models. However, real-world communication systems exhibit numerous imperfections and non-linearities that traditional linear models struggle to capture accurately. Deep Learning (DL)-based approaches, unconstrained by rigid mathematical models, have shown promise in optimizing system performance by accommodating specific hardware configurations and dynamic channel conditions as an alternative to the traditional methods. Despite all the recent research efforts on DL-based methods for physical layer applications, DL models have still not been widely applied to physical layer …

How Do Server-Based Architectures Compare To Serverless Architectures In Terms Of Development, Deployment Process, Scalability, And Cost-Effectiveness?, Natalio Fernandes Gomes

Honors Program Theses and Projects

Applications are tested in developers’ machines before deployment, since this is the standard practice that ensures the software is functioning as it should before deploying it to a standard practice that ensures the software is functioning as it should before deploying it to a specific environment. The deployment process consists of setting up the environmental requirements, infrastructure configuration on cloud or on-premises servers. Consequently, developers often run into the infamous "It works on my machine" problem. This issue is defined by the fact that applications function correctly in development environments but fail during deployment to production. Furthermore, scalability concerns and …

European-Islamic Ceramics From The Eighteenth Century Onward, Katherine Collins

Honors Program Theses and Projects

The foundation for this examination rests upon prior research analyzing ceramic traditions and trade routes across East Asia and the Islamic Empires from the eighth to the sixteenth centuries. This knowledge establishes how East Asian innovations, such as porcelain and underglaze techniques, flowed westward through the Middle East via silk trade routes, profoundly influencing South Asian, Middle Eastern, and Ottoman ceramic production and aesthetics. They were able to trace how crucial Islamic technical traditions, including lusterware and tin-glazing, were subsequently transmitted to the Mediterranean basin through conquest and trade. This provided the technical vocabulary necessary for European precursors such as …

Self-Efficacy In Juvenile Probation Officers: An Examination Of Training, Eva K. Ott Hill

Master's Theses

The role of juvenile probation officers (JPO) has significantly changed in the past two decades. Rather than a focus on compliance, juvenile probation officers are tasked with using evidence-based practices focused on rehabilitation. Training is a key tool as it equips juvenile probation officers with the skills they need to implement new evidence-based practices and programs. Juvenile probation officers’ confidence in their ability to complete their changing job tasks should increase when they receive training. The current study examines how training impacts perceived self-efficacy among juvenile probation officers in Connecticut. The study seeks to understand what aspects of training impact …

Using Noninvasive Calibrated Cuff Plethysmography To Observe The Effects Of Lifestyle Habits On Arterial Compliance, Joshua M. Whitaker

Master's Theses

Cardiovascular disease remains as a leading cause of death for both sexes and across all racial backgrounds. Continuing to research causes, early predictors, and preventative actions are paramount to ensuring that cardiovascular disease starts to decrease in its activity. Endothelial dysfunction is the earliest known predictor of cardiovascular disease, therefore investigating early detection methods of endothelial dysfunction can improve health outcomes. This study revolves around a non-invasive calibrated cuff device that uses the principles of segmental plethysmography and oscilliometry to measure arterial compliance of baseline and induced hyperemic conditions in human subjects to determine how well arteries vasodilate in response …

Telford, Tennessee: The Evolution Of An Agrarian Community, Jeffrey D. Banks

Master of Arts in Appalachian Studies Applied Projects

This qualitative paper explores the overlooked history of Telford, Tennessee, a small unincorporated Appalachian community confronting the erosion of its distinctive identity. Drawing from oral history interviews with lifelong elder residents and newly unearthed archival materials, the study complicates the prevailing narrative of 20th-century decline. Instead, it reveals a more nuanced evolution, where diminished local commerce and fading social cohesion were offset by expanded regional access and emergent forms of civic engagement. Among the study’s most significant discoveries is the rediscovery of Franklin Academy--a nearly forgotten 19th-century institution whose advanced debates on Native American rights illuminate an unexpectedly progressive intellectual …

From Quid Post Quo To Quid Pro Quo: Toward An Evidentiary Standard For 18 U.S.C. § 666 After Snyder, Luke Henkel

University of Chicago Law Review

This Comment addresses a question left unanswered by the Supreme Court’s recent decision in Snyder v. United States. Snyder held that the federal funds bribery statute, 18 U.S.C. § 666, covers only bribes, not gratuities. That is, an agreement to exchange payment for an official act by a state or local government official is criminally prohibited (if the official’s agency receives a certain amount of federal funding). But § 666 does not prohibit payments made after official acts so long as there was no agreement to conduct a quid pro quo exchange beforehand. Thus, the key issue in cases with …

Sincerity Or Substantial Burden? Investigating The Proper Threshold Test For Prisoner Free Exercise Claims, David Wang

University of Chicago Law Review

When prison officials violate the free exercise rights of prisoners, prisoners can seek recourse under 42 U.S.C. § 1983. However, due to the specialized and restrictive nature of prisons, courts adjudicate these claims under a reasonableness test set out in the case Turner v. Safley instead of under a strict scrutiny standard. While circuits agree on using the Turner test for prisoner free exercise claims, there is a deep circuit split on the proper threshold test for these types of claims.

While some circuits hold that inmates need to show that their religious practice was substantially burdened, other circuits hold …

Creating A Virtual Event Website, Timothy Sorensen

Student Projects for Graduate Degrees

This Best of 10 Virtual Race project involved creating a virtual athletic event website designed to motivate participants to engage in multiple types of physical activity while providing a fair and engaging leaderboard system. Traditional virtual events often favor participants who specialize in a single activity, such as cycling or running long distances, making it difficult for multi-sport athletes to compete. This project addressed that gap by implementing a scoring system across multiple categories such as cardio, ball sports, racket sports, weight training, outdoor activities, etc. where lower cumulative scores indicate better overall performance. This approach encourages participants to improve …

West Susitna Access Road Project 2025 Cultural Resources Report: Culturally Modified Trees, Nicholas Maness

Student Projects for Graduate Degrees

The Alaska Department of Transportation and Public Facilities (DOT&PF) is undertaking the proposed West Susitna Access Road Project which aims to construct a new road that extends from West Susitna Parkway in Big Lake, Alaska through State Lands west of the Susitna River.  The project would include land clearing and construction of transportation infrastructure across waterways including the Little Susitna River, Fish Creek, Susitna River, and Alexander Creek.

The proposed project footprint lies in the traditional ancestral territory of several Upper Cook Inlet Alaska Native cultures, and project activities have the potential to adversely affect cultural and natural resources in …

Platforming For Circuit Education, Grady Oliver Schneider

Computer Engineering

The purpose of this project was to provide an alternative for students being introduced to resistive circuits. As a freshman in electrical engineering (transferred to computer engineering), I saw the struggles of other freshman to grasp the conceptual basics of circuits. While there’s lots of guides to circuit education, I think many of them fall short of being both engaging and teaching the intuition behind circuits. A lot of the more advanced concepts in circuits depends on the basic intuition of KCL, KVL, and Ohm’s Law. While there’s several basic techniques (such as voltage divider, current divider, and mesh current …

Rna Binding Of Gapdh Controls Transcript Stability And Protein Translation In Acute Myeloid Leukemia., Sama Shamloo, Jeffrey L Schloßhauer, Shashank Tiwari, Kim Denise Fischer, Omar Almolla, Yohana Ghebrechristos, Lisa Kratzenberg, Aathma Merin Bejoy, Ioannis Aifantis, Francesco Boccalatte, Eric Wang, Jochen Imig

Faculty Research 2025

Dysregulation of RNA binding proteins (RBPs) is a hallmark in cancerous cells. In acute myeloid leukaemia (AML) RBPs are key regulators of tumour proliferation. While classical RBPs have defined RNA binding domains, RNA recognition and function in AML by non-canonical RBPs (ncRBPs) remain unclear. Given the inherent complexity of targeting AML broadly, our goal was to uncover potential ncRBP candidates critical for AML survival using a CRISPR/Cas-based screening. We identified the glycolytic enzyme glyceraldehyde-3-phosphate dehydrogenase (GAPDH) as a pro-proliferative factor in AML cells. Based on cross-linking and immunoprecipitation (CLIP), we are defining the global targetome, detecting novel RNA targets mainly …

Single-Cell Landscape Of Sex-Specific Drivers Of Alzheimer's Disease., Yiyang Wu, Kyle J Travaglini, Mariano Gabitto, C Dirk Keene, Amy R Dunn, Catherine C Kaczorowski, Philip L De Jager, Vilas Menon, Julie A Schneider, David A Bennett, Logan Dumitrescu, Timothy J Hohman

Faculty Research 2025

INTRODUCTION: We investigated sex-specific gene expression associations with the neuropathology and cognitive manifestation of Alzheimer's disease (AD) leveraging single-nucleus transcriptomic datasets including 2.84 million nuclei from the dorsolateral prefrontal cortex (DLPFC).

METHODS: We delineated the full scope of sex-specific transcript associations, differential gene expression, signaling pathway, and cell-cell communication network changes in eight major DLPFC cell types.

RESULTS: Nine female-specific associations were identified and replicated, involving ADGRV1, OR3A3, IFI27L1, LYRM1, STAP2, TSTD2, PDYN, and TMEM50B. We observed the preponderance of protective female-specific associations in neurons. Sex-specific genes were enriched in the immune-, inflammation-, and damage-related stress-response pathways. Six ITGB1-mediated microglia-specific …

Integrated Phenotypic And Proteomic Screening Identifies Top-Tier Alzheimer's Disease Therapeutic Targets., Gregory Cary, Qianjin Li, Jesse C Wiley, Carolyn Paisie, Yuhong Du, Elizabeth L Zoeller, Duc Duong, Haian Fu, Nicholas T Seyfried, Allan I Levey, Ranjita Betarbet, Gregory W. Carter, The Emory-Sage-Sgc-Jax Treat-Ad Center

Faculty Research 2025

INTRODUCTION: Alzheimer's disease (AD) is a complex neurodegenerative disorder. Hundreds of therapeutic targets have been nominated through genetic and multi-omic studies, but effective prioritization remains a major bottleneck.

METHODS: We applied an integrative screening framework to assess 29 candidate targets from risk-enriched biological domains. Using disease-relevant murine BV2 microglial cell lines with stable Psen2 knockdown, we performed small interfering RNA-mediated perturbations followed by cellular phenotypic assays and quantitative proteomics.

RESULTS: Twenty-five candidate targets significantly altered at least one phenotype, with stronger effects in Psen2 knockdown cells. Integrated proteomic analyses identified several perturbations that reversed AD-associated molecular patterns. Five targets-Ap2a2, Pdhb, …

Privacy Preserving-Based Artificial Intelligence For Precision Agriculture, Partha P. Sengupta

Dissertations

The research work finds a solution to precision agriculture of cotton cultivation using artificial intelligence (AI) models. Two sets of model performance based on the application are selected namely a low resource and a high resource setting. This is because using drone surveys to capture images identifying the classes of stressed and unstressed cotton plantation requires limited model architecture and CPU based computation. Thus, traditional AI models were selected for low resource settings. Again, for high computation intensive models like transfer learning-convolution neural network (CNN) based architectures were grouped into high resource settings. There was another issue of class imbalance …

Understanding Crystallization Behaviors Of Polyethylene-Derived Vitrimers, Sara Valdez

Dissertations

Polyolefins (POs), particularly polyethylene (PE) and polypropylene (PP), are among the most widely utilized polymers globally, valued for their low production costs and favorable mechanical properties stemming from their semicrystalline microstructure. However, their extensive use and improper disposal have raised serious environmental and human health concerns. In response, PO-derived covalent adaptable networks (CANs) have emerged, integrating dynamic chemistries to enable recyclability and sustainable end-of-life strategies. While existing literature has largely focused on novel CAN systems, structure–property relationships, and network rearrangement in relation to thermal transitions (e.g., topological freezing temperature), the influence of network formation on crystallinity and crystallization kinetics remains …

Exploring Faculty Perspectives Of Roadblocks To Accommodating Students With Disabilities In Community Colleges, Shalither S. Cushenberry

Dissertations

This qualitative study explores faculty perspectives on student accommodation in the community college setting. The one-on-one, semi-structured, in-depth interviews with faculty and perspectives of accommodation experts will result in outcomes that better prepare faculty, as a workforce, to support students with accommodations. The study utilized the social cognitive career theory (SCCT) to understand how increasing faculty awareness and engagement through professional development can enhance their ability to provide services to students with accommodation requests. The study underscores the critical importance of understanding the rationale for students with granted accommodations and faculty members supporting their academic success. The findings revealed gaps …

A Journey And A Roadmap: Lessons Learned From Co-Creating An After-School Art Program With/For Newcomer Youth From Refugee Communities., Sally Anne Ball

Graduate Theses and Dissertations

This thesis focuses on my participation in a project developed in collaboration with a non-profit organization, Canopy NWA, with a goal to design and implement an after-school art program for newcomer youth from refugee communities that Canopy serves. This research inquiry is a self- study supported by observation, reflexive practice, and the use of a critical friend for mentorship, collaborative planning, group reflection, and co-developing and co-teaching curriculum. Through investigating my current teaching practices and my lack of experience teaching students from refugee communities, I set out to answer the following two questions: How will my art teaching practices develop, …

Optimizing Indigenous Timber Short-Gap Crossing Designs By Minimizing Wood Moisture Content, Robert Greenwood

Graduate Theses and Dissertations

Reducing moisture content increases wood strength and reduces the weight of timber members. An accurate and efficient method for measuring moisture content is important for the design and construction of indigenous timber short-gap crossings. This study evaluates different methods for measuring moisture content in timber, describes a methodology for developing a representative moisture content value for a timber log, and approaches for quickly drying large timber logs. The results of this thesis will support activities in developing a representative moisture content of a log for structural design purposes and reducing weight for constructability purposes. The approaches discussed were developed considering …

Assessing Neurocognitive Functioning Among Adults Ageing With And Without Hiv At The Kenyan Coast: Measurement Issues And Correlates, Patrick Nzivo Mwangala, Carophine Nasambu, Ryan Wagner, Mihaela Duta, Gaia Scerif, Charles Newton, Amina Abubakar

Institute for Human Development, East Africa

Background: Cognitive impairment is one of the most prevalent complications of HIV infection, with significant medical and functional impacts. However, valid, and reliable assessment tools are lacking for the newly emergent ageing population of people living with HIV (PLWH) in many parts of sub-Saharan Africa (SSA), including Kenya. Without these tools, critical intervention opportunities, e.g., psychoeducation, treatment and additional support, are missed. To bridge this gap in Kenya, we adapted the Oxford Cognitive Screen Plus (OCSPlus), a tablet-based cognitive assessment tool designed for low-literacy settings, with adults ageing with HIV ≥ 50 years and their uninfected peers. This study examines …

Underwater Remote Sensing Of Oil: Validation Testing Of A Commercial-Off-The-Shelf Acoustic Sensor For Emergency Response, Sara Jessica Berg

Master's Theses and Capstones

During an oil spill, emergency responders need to be able to estimate the thickness of oil to determine the type of recovery equipment to use and the environmental impact for natural resource damage assessment, perform a risk assessment, and generate response plans. There is an abundance of remote sensing techniques and devices that have been evaluated for use in oil spill emergency response. One that has repeatedly shown promise is active sound navigation and ranging (SONAR) system that transmits and receives acoustic signals. However, the systems that have been tested are often prototypes, not readily available during an oil spill …

An Inter-Model Comparison Of Snow Water Equivalent In Watershed 3, Hubbard Brook Experimental Forest, For Winter 2023-2024, Ryan Reed

Master's Theses and Capstones

Estimates of snow water equivalent (SWE) are crucial for water availability and flood risk assessment due to the contribution of snow melt to increased surface runoff. However, many regions do not have observations of SWE, thus necessitating a robust method to estimate SWE for streamflow forecasting. Numerical snowpack models provide a potential way to estimate SWE in areas without observations. However, there are a multitude of snowpack models available, and they range greatly in their complexity. Even so, there have been few snowpack model intercomparisons to assess the trade-offs in model performance and complexity, and those that do exist did …

Moon Moth, Britain Noelle Powers

Open Access Theses & Dissertations

No abstract provided.

Copula-Based Tests For Assessing The Association Between Genetic Variants And Mixed Phenotypes, Martin Amoah

Open Access Theses & Dissertations

High-dimensional omics studies increasingly involve heterogeneous data types and phenotypes, which traditional association methods struggle to model jointly due to incompatible marginal distributions and complex dependence structures. This thesis develops a unified copula-based framework for assessing associations between genetic variants and mixed phenotypes by decoupling flexible marginal models from their joint dependence structure. While previous copula-based approaches in this setting have focused largely on continuous and binary traits, we extend these methods to a broader class of phenotype pairs. Specifically, we introduce new association tests for bivariate outcomes involving ordinal–continuous, nominal–continuous, and survival–continuous combinations. The proposed methodology derives joint density …

Unmixing In Very High Spatial Resolution Hyperspectral Images, Ana C. Chavez Lopez

Open Access Theses & Dissertations

Hyperspectral Imaging (HSI) captures hundreds of contiguous narrow wavelength bands across the optical region of the electromagnetic spectrum collecting the spectral signature of materials in the field of view of the sensor enabling detailed analysis of each pixel's spectral signature. Satellite or airborne remote sensing systems often capture imagery with low to moderate spatial resolution (LMSR). At these resolutions, the measured spectral signature is a mixture of the signatures of the materials within a single pixel. This mixing of spectral information makes analysis and material identification difficult. Hyperspectral unmixing is an analysis technique that decomposes a pixel's spectrum into constituent …

Mbse For Process Analytical Technology- Bwon Analysis Case Study, Arnaldo Garcia Cervantes

Open Access Theses & Dissertations

Volatile Organic Compound (VOC) emissions from industrial sources, particularly Benzene, present significant environmental and public health challenges. Regulatory frameworks, such as the U.S. Environmental Protection Agency’s Benzene Waste Operations NESHAP (BWON), mandate strict monitoring of control devices, specifically carbon adsorption canisters, to prevent emission breakthrough. However, current industry practices rely heavily on manual Method 21 testing, a labor-intensive process that creates lagging indicators and increases the risk of non-compliance events. This thesis proposes the design and development of an on-line, automated fugitive emissions monitoring system tailored for carbon canisters using Model-Based Systems Engineering (MBSE). Utilizing the Object-Oriented System Engineering Method …

Advancing Trypanosoma Cruzi N-Myristoyltransferase As A Drug Target For Chagas Disease Through In Silico Discovery And Biochemical Evaluation, Diana Citlali González García

Open Access Theses & Dissertations

Chagas disease remains one of the most persistent and neglected parasitic infections in the Americas, advancing silently through the intracellular replication of Trypanosoma cruzi amastigotes and the invasive spread of trypomastigotes. The survival of the parasite is critically reliant on protein N-myristoylation, a lipid modification catalyzed by N-myristoyltransferase (NMT). This dissertation aims to advance beyond prior studies by systematically investigating NMT inhibition across multiple biological levels, spanning from the characterization of the purified enzyme, through cellular infection models, to the global proteomic remodeling induced within the parasite, thereby evaluating TcNMT as a potential therapeutic vulnerability in T.cruzi.Recombinant TcNMT was expressed, …

Investigation Of Hot Mix Asphalt Aging Effect On Binder Performance, Zahra Mohajeri

Open Access Theses & Dissertations

Asphalt roads continuously experience physicochemical changes under the combined influence of oxygen, heat, ultraviolet (UV) radiation, and water. Oxidation increases molecular polarity and association, causes maltenes loss, and continues hardening the asphalt binder, reducing ductility, stress-relaxation capacity, and resistance to cracking (Petersen 1982; Colbert and You 2012). Because aging is a cumulative process beginning at plant production, accelerating during construction/compacting, and continuing in service, the laboratory tests and indices must capture the extent of short-and long-term aging to support performance-related specification and Balanced Mix Design (BMD) (AASHTO R30 2022; Kim et al. 2017). This chapter reviews: (i) laboratory and field-representative …

A Combined Multi-Isotope And Machine Learning Approach To Determine Groundwater Salinity And Solute Sources, Lower Valley Area, El Paso County, Texas, Gloria A. Ortiz Gamboa

Open Access Theses & Dissertations

Groundwater salinization is increasingly troublesome in aquifers in and around El Paso, Texas, where concern for available water resources has grown due to frequent droughts and increasing population. Both groundwater and surface water have experienced an increase in total dissolved solids (TDS), a trend that can pose future health and economic problems for residents who primarily rely on groundwater. To address this issue, this research focuses on the Hueco Bolson Aquifer and the Rio Grande Alluvial Aquifer within the Lower Valley area of El Paso, Texas, utilizing a multi-analysis approach to evaluate and determine solute sources and their possible end-members …

Forecasting Floral Demand To Reduce Operational Cost And Optimize Production, Mackenzi Saleh Mehlberg-Smith

Master's Theses

The floral industry faces rising operational costs, increasingly strict environmental regulations, and high market volatility, all of which threaten the sustainability of flower production. Accurate demand forecasting and production planning are therefore critical to minimize waste and reduce costs while maintaining competitiveness.

This thesis develops mathematical models for optimization, forecasting, and production planning in the floral industry, extending recent work on production planning and trapezoidal demand modeling. We integrate time-series forecasting methods with optimization techniques from production planning and operations research to model both short-term demand fluctuations and medium-term capacity constraints. The mathematical framework links linear and nonlinear optimization, time-series …