Digital Commons Network^™

Modeling And Experimental Validation Of Mission-Specific Prognosis Of Li-Ion Batteries With Hybrid Physics-Informed Neural Networks, Kajetan Fricke

Graduate Thesis and Dissertation 2023-2024

While the second part of the 20th century was dominated by combustion engine powered vehicles, climate change and limited oil resources has been forcing car manufacturers and other companies in the mobility sector to switch to renewable energy sources. Electric engines supplied by Li-ion battery cells are on the forefront of this revolution in the mobility sector. A challenging but very important task hereby is the precise forecasting of the degradation of battery state-of-health and state-of-charge. Hence, there is a high demand in models that can predict the SOH and SOC and consider the specifics of a certain kind of …

Artificial Intelligence And Ethics, Carol M. Bast

Faculty Scholarship and Creative Works

This paper focuses on the impact that artificial intelligence has had on the practice of law and ethics rules. In some respects, the ethics rules, comments, and continuing legal education requirements incorporate knowledge of technology into the duty of attorney competence. After offering a primer on artificial intelligence and attorney ethics, the paper discusses certain proposals for revising the ethics rules, comments, and continuing legal education requirements.

Developing A Data-Driven Statistical Model For Accurately Predicting The Superconducting Critical Temperature Of Materials Using Multiple Regression And Gradient-Boosted Methods, Emil Agbemade

Data Science and Data Mining

This study focuses on developing a statistical model for estimating the superconducting critical temperature (Tc) of materials using a data-driven strategy. The study analyzed 21,263 superconductors and used a combination of multiple regression and gradient-boosted models to make predictions. The analysis included a descriptive analysis of the distribution of Tc, feature selection using the Backwards selection method, and model diagnostics. The results showed that the gradient-boosted method outperformed the multiple linear regression method with an RMSE of 12.01 and an R² value of 88.23 after fine-tuning its hyperparameters. The study concludes that the gradient-boosted method is an effective approach …

Implement “Biographical Disruption” As An Anchor For Critical Reflection In Online Learning, Christopher J. Cachia

Teaching Online Pedagogical Repository

A term first coined by Bury (1982) to describe chronic illness as an embodied break with the experience of everyday life, biographical disruption considers the knowledge that underpins one’s experiences. The following strategy captures how biographical disruption may be implemented as an anchor for (shared) reflection in the online learning environment, including reflection on both content and the online learning process itself. This anchor, coupled with the DEAL framework for critical reflection (Ash & Clayton, 2009), has been utilized as part of an engaging, integral, and powerful opportunity for student discussion and reflection.

Authority And Politics: The Relation Between Authority And Political Views Among Those With The Normative Identity Style, Patrick Oefelein

Honors Undergraduate Theses

The purpose of this study was to determine whether a relationship exists between the theorized identity styles and political positions, views, and opinions. Also investigated were the effects of authority on political views, specifically within the normative identity style. Students at a large southeastern metropolitan university (N = 440) took an anonymous online survey in exchange for course credit. Those with a normative identity style, who look to authority figures for answers, were found to have much higher levels of conservatism and held more conservative positions than did those with an informational style, who seek out their own sources for …

Acute Myocardial Infarction Among People Living With Hiv: Comparing Immunological And Virological Control By Hispanic Ethnicity Of The All Of Us Research Program Participants, Eugenio Reina

Honors Undergraduate Theses

In the United States, individuals of Hispanic ethnicity receive disproportionately lower-quality healthcare. These healthcare disparities exacerbate unequal access to quality healthcare services, including disparities in cardiovascular disease (CVD) and human immunodeficiency virus (HIV) care. Research on the role of ethnicity on the CVD outcomes of people living with HIV (PLWH) has been limited. We hypothesize that immunological (CD4+ cell count) and virological (HIV viral load) control may play a role in the development of acute myocardial infarction (AMI) among PLWH, and that Hispanic ethnicity may worsen these outcomes.

To verify our hypotheses, we conducted a retrospective cross-sectional study to investigate …

Social Determinants Of Chronic Kidney Disease In The Black American Community: A Systematic Review, Addea Coleman

Honors Undergraduate Theses

This systematic review aims to examine the relationship between the social determinants of health that significantly impact the prevalence and progression of chronic kidney disease (CKD) amongst Black Americans. The Black American population has the highest prevalence of CKD in the United States, while concurrently possessing prominent genetic risk factors for this chronic disease. The social determinants: healthcare quality and access (extended to account for health behaviors), social and community context, and economic stability were specifically assessed in this review. Key terms were utilized to search electronic databases PubMed and Web of Science, which yielded 470 unduplicated articles. Twenty-nine articles …

"It's Still Easy To Get": An Anthropological Analysis Of Nicotine Activist Efforts And User Perspectives In Central Florida, Saoulkie Bertin

Honors Undergraduate Theses

The absence of federal government consensus on various nicotine policy matters, such as the legality of menthol cigarettes and flavored e-cigarettes, gives rise to distinct agendas, policy landscapes, and public attitudes at the state and local levels. As a result, nicotine activist groups and interested stakeholders are actively engaged in shaping the future of nicotine policy and use. This thesis explores the culture of local activist groups in Central Florida to understand how they influence nicotine-related policy change and set the tone for nicotine use in their communities. Drawing on data collected through participant observation and semi-structured interviews with activist …

Reconstructing Oral Health In Pre-Hispanic Peru: Antemortem Tooth Loss And Caries As Possible Evidence Of Dental Care In Túcume, Peru, Amy Rodriguez

Honors Undergraduate Theses

Evidence of dental manipulation dates back several centuries and is identifiable through modification of human skeletal remains and the remnants of ancient tools. The act of caring for dental patients, on the other hand, is much more abstract and not as explicitly documented throughout history. Through the analysis of skeletal dentition of individuals from Pre-Hispanic Peru, this research aims to understand possible early forms of dental care practices. Specifically, by calculating the frequency of common dental pathology, I evaluated the possible presence of dental care in Túcume, Peru, during the Late Intermediate Period (1000 to 1500 AD) and what this …

Comparison Of Health-Related Quality Of Life Trajectories In Older Breast Cancer Patients And Noncancerous Controls Over Ten Years, Maria Eduarda De Azevedo Daruge

Honors Undergraduate Theses

The adverse effects of cancer treatment on health-related quality of life (HRQL) are the primary concern of elderly women diagnosed with breast cancer. The interplay of transient and progressive functional impairments caused by cancer therapies, alongside the accelerated physical declines associated with the normal aging process, are all negatively correlated to HRQL. This study compared the HRQL trajectories between cases and controls for ten years after diagnosis. The cancer group included 1467 women (age ≥ 65), diagnosed with primary breast cancer, registered in the Surveillance Epidemiology and End Results (SEER) cancer registry, and completed the Medicare Health Outcomes Survey (MHOS) …

Democracy In Latin America, Democracy Everywhere, Jamie L. Mantilla Vale

Honors Undergraduate Theses

The obstacles that hinder democracy in Latin America are the topics of interest of this research. Loopholes within Latin American democratic systems of governance are a cause for concern, but also intrigue. In this research the specific loopholes and strengths of democracies in Latin America will be spotted and explained. More specifically, this research features a series quantitative method to help explain and evaluate the characteristics of strong democracies in Latin America as well as the characteristics of weak democracies in Latin America. A series of regression models show a causal relationship between rule of law and the overall democratic …

Role Of Endoplasmic Reticulum Stress Response In Parainfluenza Virus Acute To Persistent Infections, Lauren L. Abbitt

Honors Undergraduate Theses

Persistent viral infections are a major health concern, with persistently infected (PI) cells being a source of continued shedding of virus and generation of viral mutants. Here, we hypothesized that cells persistently infected with the enveloped virus parainfluenza virus 5 (PIV5) would show altered expression of endoplasmic reticulum (ER) stress proteins and increased resistance to death caused by drug-induced ER stress. To test this, lysates of mock-infected, PIV5 acute-infected, and PIV5 PI human lung A549 cells were collected and levels of ER stress proteins were compared. Western blotting revealed that immunoglobulin heavy chain binding protein (BiP/GRP78) was present in higher …

The Correlation Between Gender Identity, Feminist Ideology, And Opinions Concerning The Overturning Of Roe V. Wade, Angelina Lan Conforti

Honors Undergraduate Theses

For many years, research has been done regarding the psychological link between gender, sex, and policy attitudes. Including, common investigations focusing on how female disposition may be a simple predictor of attitudes on "women's issues." However, the 2016 American presidential election—the first election with a female candidate as a leading party candidate, who was defeated by a male candidate accused of making discriminatory remarks about women—showed just how complex and evolving this relationship is. This was demonstrated yet again when the U.S. Supreme Court added a new female justice, then overturned the reproductive health protections of Roe vs. Wade in …

Navigating A Fragmented Landscape: Insights From Civil Society Actors In Lebanon, Daniah K. Jarrah

Honors Undergraduate Theses

In the contemporary era, civil society has become an essential component for addressing the political liberalization and democratization of Middle Eastern regimes. This study concentrates on civil society in Lebanon, a small democratic nation in the Levant. Lebanon's government is a consociational system characterized by dysfunctional power-sharing among sectarian parties. Comprehending the factors in Lebanon that influence civil society's ability to function and serve its purpose is essential. This understanding can assist in gaining insights into how civil society activists in the Middle East may mobilize to contribute to purposeful political and social evolutions.

This exploratory study seeks to gain …

Beauty In Sorority Life: An Anthropological Analysis Of Beauty Ideals And Body Modification, Delaney C. Mclinden

Honors Undergraduate Theses

Sororities are social organizations on college campuses categorized by selective membership and exclusive social events for active members. This research focuses on how sorority members' ideas about beauty relate to their appearance management behaviors in order to gauge how sorority culture contributes to their understanding of physical beauty. Ethnographic

data collection took place at a university in the southeastern United States. I conducted 17 semi- structured interviews with members of different sororities and participant observation at sorority

recruitment events. There's a common thread that connects every interview: beauty and appearance carry importance. Sorority culture encourages women to put "effort" into …

The Significance Of Art Education: Creating A Digital Classroom Advocating Art Education, Keri K. O'Connell

Honors Undergraduate Theses

Art programs have always been essential to education; they have provided students with a safe place to express themselves and make risk-free choices. However, due to budget cuts to the public school systems, art education is in jeopardy. The impact of the budget cuts on art education is widespread and has reduced student access to the arts and lowered the quality of the art education programs within our public school system. Schools can only provide students with the necessary resources, such as art supplies, technology, and professional development for art educators, with adequate funding. When schools are not receiving adequate …

The Evaluation Of Legal Rights Granted To Non-Citizen Detainees, Julia Oldershaw

Honors Undergraduate Theses

For over two decades, the United States imprisoned and detained hundreds of suspected terrorists at the United States Naval Base in Guantánamo Bay, Cuba. While many of these prisoners were suspected of being terrorists, no formal charges were ever levied against the detainees. All of the prisoners detained were considered non-citizens of the United States. They were not citizens of either Cuba or the United States. Instead, they were citizens of another country. While the legal precedent in the United States' territorial jurisdiction is that non-citizens are granted specific Constitutional rights, Guantánamo Bay was a legal black hole to which …

Spinoza's Cosmopsychism: The Multifaceted Mind Of Nature, Audrey N. Perryman

Honors Undergraduate Theses

In my thesis, I will argue that while at first glance Spinoza's system seems to conflict with itself and provide an explanation of the mind that can be more confusing than helpful, its aspect of panpsychism provides a sort of lifeline for understanding. Not only does Spinoza's cosmopsychism make his system cohesive, but it can also be independently motivated by ideas that are compatible with the more contemporary intuitions in philosophy of mind. I will explore the specific nature of this universal mentality, how Spinoza's particular genre of panpsychism relates to other theories of panpsychism, and how his conception of …

The Impact Of Countries' Leaders' Responses On Covid-19 Deaths, Kate Rumisek

Honors Undergraduate Theses

The COVID-19 pandemic was an unprecedented health crisis with consequences felt worldwide. While every country was impacted, each leader had a different response resulting in different consequences per nation. This paper evaluates the responses of three countries' leaders to the COVID-19 pandemic in relation to COVID-19-related deaths. The countries analyzed are New Zealand, Brazil, and the United States. New Zealand's Prime Minister's response was characterized as proactive and strict. Under the leadership of Bolsonaro, Brazil ignored the magnitude of the pandemic, leading to a lack of a cohesive national plan. The United States, led by President Trump, responded with a …

Parental Divorce Effects On Young Adults Romantic Relationships In College, Hanna Mcadam

Honors Undergraduate Theses

With divorce rates at an all-time high, many young adults have gone through a parental divorce. Divorce has many negative effects on children like their development, the parent-child relationship, and overall health (mental and physical). There have been a variety of studies conducted about the effects of parental divorce on individuals, but a lack of research has been done on young adults' relationships in college. The purpose of this study is to explore more how parental divorce affects young adults in college romantic relationships, by investigating students raised in divorced families' relationship satisfaction and life satisfaction. This will be based …

The Study Of Crisis Narratives Over Time: Mayfield, Ky In The Aftermath Of The 2021 Tornadoes, Rebecca Freihaut

Graduate Thesis and Dissertation 2023-2024

This study was a year-long longitudinal qualitative research project using the case study of Mayfield, KY after the catastrophic tornado event that impacted their community on December 10, 2021. Oral histories were collected from 18 participants who lived in or were closely connected to Mayfield at the six month and 1.5 year marks after the disaster. Later, after the oral histories were archived and made available to the public, the transcripts were used to extract the crisis narratives from the oral histories and the data was thematically analyzed using the existing theory and theoretical framework of Narratives of Crisis: Telling …

A Spatiotemporal Examination Of Crime Site Selection For Commercial Burglary And Street Robbery, Devin Cowan

Electronic Theses and Dissertations, 2020-2023

The overall goal of this dissertation is to examine how the built and natural environment influences how potential criminals identify crime sites to offend within. Guided by the theoretical principles of crime site selection and crime pattern theory, this study specifically focuses on the crimes of street robbery and commercial burglary in three unique study locations—Atlanta, GA, Fayetteville, NC, and Rochester, NY. The data for this study were collected from multiple publicly available data repositories. Of these repositories, criminal incident data for the dependent variables were gathered from the National Policing Institute's Police Data Initiative. Data for the independent variables, …

The Impact Of Competency Based Education On Educational Equity, Ndifor Manjong

Electronic Theses and Dissertations, 2020-2023

For centuries, minority groups, students from low socio-economic background, and girls in public schools especially K-12 educational institutions in the United States have experienced prejudice, injustice, and bigotry. Unfortunately, the conventional approach of education, based on a one-size-fits-all approach, has failed to deal with these obstacles. In the past decades, however, there has been an increasing demand for the adoption of the Competency-Based system of education, a personalized learning approach that focuses on the acquisition of concrete skills rather than abstract knowledge. In a Competency-Based model, students advance based on the demonstration of mastery of knowledge and skills other than …

How Parents Perceive School Readiness, Jody Silvester

Electronic Theses and Dissertations, 2020-2023

The purpose of this study was to explore parents' perceptions of children entering kindergarten and their understanding of school readiness. In this collective case study, drawing on parent interviews and artifact sampling and guided by discourse analysis (Gee, 2015), I employed Saldaña's (2021) cycle coding methods to explore the themes of what parents perceive and co-construct as 'school readiness'. Data collected for this study includes video recorded interviews of four participants as well as artifacts of their child(ren)'s classroom assessments, parent-teacher conference forms and packets, and a checklist shared by the parents. The findings of the study showed parents' perception …

An Exploration Of The Experiences Of Middle Manager Housing And Residence Life Professionals In Attending Housing Professional Development Conferences, Marcus Silver

Electronic Theses and Dissertations, 2020-2023

The purpose of this phenomenological study was to explore how middle-manager housing and residence life professionals apply what they learn from attending a housing professional development conference. This study was guided by Biggs's (2003) framework, theory of constructive alignment, focused on intended learning outcomes used to create what students need to learn, followed by how they are assessed. This qualitative study used 10 in-depth semistructured interviews with middle-manager housing and residence life professionals working at a 4-year institution in the United States. Three research questions drove this study: (a) how do middle-manager housing and residence life professionals describe their learning …

An Exploration Of K-8 Classroom-Based Mathematics Teacher Leader Development, Treshonda Rutledge

Electronic Theses and Dissertations, 2020-2023

This study investigated classroom-based mathematics teacher leader (CBMTL) development through analysis of interview and focus group transcripts, results from a Mathematics Teacher Leadership Experiences survey, application materials, and an evaluation report for an equity-focused, research-to-practice doctoral program centered on developing CBMTLs. A multiple case study was conducted to interpret and understand how K-8 mathematics teachers identified and described ways in which their participation in the program developed them as CBMTLs. Findings suggest that mathematics teachers develop as mathematics teacher leaders in stages and highlight the effectiveness of the research-to-practice partnership model as an impactful pathway for developing CBMTLs. Themes from …

Material Appearance Modeling For Physically Based Rendering, Alexis Benamira

Graduate Thesis and Dissertation 2023-2024

Photorealistic rendering focuses on creating images with a computer that imitates pictures of reallife scenes as faithfully as possible. To achieve this, rendering algorithms require incorporating accurate modeling of how light interacts with various types of matter. For most objects, this model needs to account for the scattering of the light rays. However, this model falls short when rendering objects of sizes smaller or comparable to the wavelength of the incident light. In this case, new phenomena such as diffraction or interference are observed and have been characterized in optics. Digital rendering of those phenomena involve different light representations than …

Machine Learning Algorithms For Molecular Signature Identification With High-Throughput Genome Sequencing Data, Jiao Sun

Electronic Theses and Dissertations, 2020-2023

Powered by the high-throughput genomic technologies, the RNA sequencing (RNA-Seq) method is capable of measuring transcriptome-wide mRNA expressions and molecular activities in cells. Elucidation of gene expressions at the isoform resolution enables the detection of better molecular signatures for phenotype prediction, and the identified biomarkers may provide insights into the functional consequences of disease. This dissertation research focuses on developing advanced machine learning algorithms for mining large-scale RNA-Seq data in cancer transcriptome analysis. A platform-integrated model for transcript quantification (IntMTQ) is developed to improve the performance of RNA-Seq on isoform expression estimation. IntMTQ provides more precise RNA-Seq-based isoform quantification, and …

Social Equity Through Vaccinations During Covid-19: A Study Of Equitable Utilization Of Resources During Emergencies And Crises, Rebecca Entress

Electronic Theses and Dissertations, 2020-2023

Governments provide resources that enable people and neighborhoods to return to normalcy after emergencies, which enhances community resilience. Past research found that such resources are not always equitably utilized by communities, where oftentimes communities with high social vulnerability receive fewer resources. COVID-19 was one of the largest and most widespread public health emergencies. In response to the emergency, the United States (U.S.) government sponsored the creation and administration of COVID-19 vaccines. COVID-19 vaccines reduce the probability of severe illness and death, making them an important resource for community resilience. This study uses an explanatory sequential mixed methods research design to …

Site, Sight, Swipe, Prada Marfa: A Case Study In Public Art, Cultural Tourism, And Image-Based Social Media Engagement, Ha'ani Joy Hogan

Graduate Thesis and Dissertation 2023-2024

Through a case study of Prada Marfa, a site-specific public art sculpture located in West Texas, this dissertation examines the connection of public art, cultural tourism, and image-based social media engagement. Little scholarship that combines all three areas of study exists. To fill this gap, this study incorporates five methods of research to determine how one public art sculpture's existence can contribute to its surrounding community by prompting economic activity and influencing the way that community is seen through a public lens. The five methods encompass a historical analysis of news articles about The City of Marfa and Prada …