Digital Commons Network^™

Progress-Aware Framework For Governing Llm-Driven Evolutionary Search, Minghao Yan, Zhankui He, Chi Wang, Ed Chi, Ben Coleman, Ziqi Chen, Zhouhang Xie, Shuo Chen, Noveen Sachdeva, Beidou Wang, Isabella Ye, Derek Cheng, Weili Wang, Wang-Cheng Kang, Fernando Pereira, Bo Peng

Defensive Publications Series

Evolutionary search processes that use large language models may exhibit instability and inefficiency, which can lead to stagnation, context pollution, and suboptimal collaboration in parallel runs. A progress-aware framework can be used to govern these searches. The framework may integrate components such as hierarchical context management for organizing the search into a structured idea pool, momentum-based backtracking for adaptively escaping local minima by tracking a progress metric, and self-adaptive collaborative evolution for dynamically managing knowledge transfer between parallel agents. Functioning as a data-driven control system, the framework can make adaptive decisions regarding, for example, pruning, backtracking, and collaboration. This approach …

System For Determining Subscription Efficiency By Correlating Application Usage Telemetry With Financial Notification Signals, Akash Verma, Vivek Yadav

Defensive Publications Series

Managing the costs of multiple streaming services, such as Video on Demand (VOD), Over-The-Top (OTT) media, or recurring digital memberships, can be difficult because billing cycles are often disconnected from how much a person actually uses the apps, leading to “zombie subscriptions,” or unused subscriptions that are hidden recurring payments for services that are rarely watched. The disclosed system acts as an automated financial dashboard that helps users save money and improve financial health by automatically comparing app usage (how many hours users spend watching) with financial data found in email receipts, app store records, or renewal notifications. By combining …

Quantifying Patient Positioning Errors And Radiation Dose Variation In Cardiac Computed Tomography Angiography, Yasser H. Hadi, Hassan B. Hawsawi, Niamh Moore, Helle Precht, Andrew England, Mark Mcentee

Journal of the Saudi Heart Association

Objectives: Accurate patient centring at the computed tomography (CT) scanner isocentre is essential for optimising radiation dose. This study aimed to quantify positioning errors, assess their relationship with radiation dose, and estimate the potential dose reduction achievable with optimal centring. Methods: This retrospective observational study included adult patients (≥18 years) who underwent electrocardiography (ECG)-gated cardiac CT angiography between January 2023 and July 2025 at a tertiary hospital. Scans were performed using Siemens SOMATOM Force dual-source CT systems. Vertical and lateral deviations from the scanner isocentre were calculated from scout images using integrated analytics within the institutional dose monitoring platform (Qaelum …

The Influence Of Fermentation Duration And Secondary Fermentation Conditions On The Bioactive Compound Profile Of Kombucha, Jordan Vereen

Honors Theses

Kombucha is a fermented sweet tea produced using a symbiotic culture of bacteria and yeast (SCOBY) and has gained widespread popularity due to its proposed health benefits. Kombucha has been studied to understand these advantages in cardiovascular support, improved metabolism, increased antioxidant effects, enhanced antimicrobial properties, and even potentially slowing the progression of certain diseases. Despite its increasing popularity, the way in which the specific bioactive compounds responsible for these effects and the fermentation conditions that influence their production remain unclear. The present study, conducted in collaboration with Dr. Budner, focuses on quantifying bioactive compounds in kombucha to better understand …

The Decision Of The Inter-American Court Of Human Rights In The Case Of Angulo Losada V. Bolivia: A Catalyst For The Rights Of Girls And Victims Of Sexual Violence, Brisa De Angulo, Rosa Celorio, Bárbara Jiménez-Santiago, Rosemarie Hidalgo, Carolina Perez

University of Miami International and Comparative Law Review

The Inter-American Court of Human Rights issued its judgment in the case of Angulo Losada v. Boliviaon November 18, 2022, finding that the country of Bolivia violated the human rights of a victim of sexual violence by failing to thoroughly and promptly investigate, prosecute, and sanction a case of incestuous sexual violence against an adolescent girl by an older male relative. The Court advanced an enhanced due diligence standard, establishing that an intersectional gender and child-rights perspective needs to guide the judicial processing of cases of sexual violence against children and adolescents. The Court set critical legal standards for …

Tools Of Genocide: Forced Assimilation In Canada, Dr. Pamela Palmater, Zoë Craig-Sparrow

University of Miami International and Comparative Law Review

Since colonization, the core objective of Canada’s Indian policy was to “get rid of the Indian problem”. To accomplish this, Canada has engaged in the forced assimilation of Indians (First Nations), with targeted and disproportionate impacts on First Nations women and girls resulting in grave human rights violations. Drawing on international human rights laws and standards (such as the Convention on the Elimination of All Forms of Discrimination Against Women and the United Nations Declaration on the Rights of Indigenous Peoples); numerous inquiries and commissions (Truth and Reconciliation Commission and the National Inquiry into Missing and Murdered Indigenous Women and …

Crossing Borders: The U.S. And Canadian Adoption Of The Wagner Act And The Limits Of U.S. Preemption, Grace Winkeljohn

University of Miami International and Comparative Law Review

Labor law refers to the regulation of the relationship between employees and their employers. The main principle of labor law protection is the employees’ right to collectively bargain. This principle has served as a cornerstone of industrialized society since the beginning of the twentieth century, helping increase workplace equality. A comparison of labor laws in the United States and Canada offers a unique perspective, as these two North American countries share an almost identical foundation that has evolved in distinct ways over time. A strong distinction between the two systems is the adopted doctrine of preemption by the U.S., leaving …

Obstetric Violence In The Case Law Of The Universal And Inter-American Human Rights Systems, Carmen Cecilia Martínez López

University of Miami International and Comparative Law Review

This Article explores how obstetric violence is treated within two major international human rights systems: the Inter-American System of Human Rights and the United Nations treaty body system. While obstetric violence has been increasingly recognized as a form of gender-based violence and a violation of fundamental rights, the articulation of its scope, state obligations, and standards of redress has varied across institutions.

Building on this analysis, the Article argues that a comparative approach to these systems not only illuminates key similarities and differences in legal standards, but also reveals concrete gaps and opportunities to advance the protection of reproductive autonomy. …

Legislating With An Expiration Date & The Duty To Reevaluate: Sunset Provisions As A Safeguard In Self-Defense Laws, Samantha Morales

University of Miami International and Comparative Law Review

Self-defense laws have a long history in the jurisprudence of many countries around the world, reflecting the essential right to protect oneself from harm. At their core, self-defense laws seek to balance the rights of individuals against one another in threatening, violent, or high-risk scenarios, presenting a classic legal dilemma—one person’s rights end where another’s begin.

Through a comparative and analytical lens, this Note explores the origins, current state, and impact of self-defense laws, focusing specifically on the United States and the United Kingdom. Tracing the development of self-defense doctrine from its roots in the common law, the analysis highlights …

Ecuador Medical Immersion Trip Exposes Students To Cross-Cultural Health Care, Elisabeth Watson

College of Arts and Sciences Newsroom

A week in Ecuador pushed students to look past biological symptoms and see how culture defines healing.

Role Of Kif4a In The Fxa-Induced Phenotypic Modulation Of Pleural Mesothelial Cells, Sudishna Khanal

Biotechnology Theses

Pleural injuries can disrupt the organization of the pleural surface, leading to pleural remodeling and fibrosis (PF), characterized by the proliferation of myofibroblasts expressing alpha-smooth muscle actin (α-SMA) and the deposition of extracellular matrix proteins, primarily due to the mesenchymal transition of pleural mesothelial cells (PMCs) (MesoMT). It is well established that various external stimuli, such as TGF-β, thrombin, and factor Xa (FXa), induce MesoMT. Our laboratory found that myocardin, a transcriptional co-activator, was dramatically up-regulated during MesoMT, and that gene silencing of myocardin (MyoCD) diminished MesoMT. RNA sequencing data showed that FXa activated a set of genes not upregulated …

Examining The Learns Act And Its Effect On Teachers' Pursuit Of Advanced Degrees In Arkansas, Demetre Calhoun

ATU Theses and Dissertations 2021 - Present

The focus of this study was to examine the relationship between the Arkansas LEARNS Act and public-school teachers’ choices on their intent to pursue an advanced degree. The results provide insight into the potential impact of changes to the salary structure and financial incentives for completion of an advanced degree and the implications for teachers, school districts, and higher education programs.

The results indicated that while salary considerations were significant factors for teachers in their thinking about advanced degree completion, professional goals and career plans for teachers were ultimately the guiding factors. This suggests that compensation reform will not sufficiently …

Perceptions And Experiences Of The Mentees And Mentors Of The Arkansas Superintendents Mentoring Program From 2020-2025, Joshua R. Shepherd

ATU Theses and Dissertations 2021 - Present

This qualitative phenomenological study examines the perceptions and experiences of mentees and mentors participating in the Arkansas Superintendent Mentoring and Induction Program from 2020 to 2025. As the role of the school superintendent has evolved into a complex orchestration of political, managerial, and instructional leadership, new administrators stepping into the role of the superintendent face significant challenges. This study explored the effectiveness of the program’s curriculum and the impact of the mentoring relationship.

Data analysis revealed six major themes, highlighting that the program serves as a critical emotional and professional lifeline that bridges the gap between theoretical preparation and the …

Improving Esi Triage Accuracy In The Emergency Department, Taibat Mursal Verdi

Walden Dissertations and Doctoral Studies

No abstract provided.

Staff Education To Improve Interpretation And Documentation Of Category Ii Fetal Heart Rate Patterns In Labor And Delivery Nurses, Lizette Girado

Walden Dissertations and Doctoral Studies

No abstract provided.

Improving Diagnostic Accuracy Through Implementation Of An Artificial Intelligence-Enabled Ambient Scribe In Skilled Nursing Psychiatric Practice, Ernest Glenn Gorleski

Walden Dissertations and Doctoral Studies

No abstract provided.

Using Forensic Psycholinguistic Analysis To Detect Dark Tetrad Traits In Police Interviews Of Murder Suspects, Amanda Janette Borman-Ballard

Walden Dissertations and Doctoral Studies

No abstract provided.

Examining Financial Literacy And The Impact Of Education And Certification On Rural Hospital Administrators, Austin Scott Crowe

Walden Dissertations and Doctoral Studies

No abstract provided.

The Implementation Of A Home Blood Pressure Monitoring Program, Michelle Oxendine

Walden Dissertations and Doctoral Studies

No abstract provided.

Inner City Black Male Mentors’ Narratives Of Emerging Adulthood And Civic Engagement, Andrea Maria White

Walden Dissertations and Doctoral Studies

No abstract provided.

Orthographic Representations In American Sign Language Fingerspelling, Zed Sehyr, Lauren Fillet, Kiana Billot-Vasquez, Emily Saunders, Karen Emmorey

Communication Sciences and Disorders Faculty Articles and Research

This study examined fingerspelling accuracy and error patterns in deaf American Sign Language (ASL) signers and written spelling in hearing English speakers to investigate how orthographic representations are shaped by phonological, visual, and motor encoding strategies. Deaf participants (n = 39) completed a fingerspelling repetition task, while hearing participants (n = 35) completed a written dictation task using the same word and pseudoword stimuli. While overall accuracy did not differ significantly between groups, deaf participants exhibited qualitatively distinct error patterns, including higher rates of deletions and transpositions, compared to hearing participants who made more substitution errors. Deaf participants also produced …

Left Out And At Risk: Post-Pandemic Continuation Of Organizational Service Reduction In Metropolitan New York City Coincides With Rise In Opiate Use And Mental Health Problems For Latinos, Ruth Lin Campbell, Smita Ekka Dewan

Publications and Research

Increasing opiate use and mental health problems among younger and older Latinos in urban US contexts prompted this investigation into the organizational resources that facilitate help-seeking efforts of Latinos in New York State (NYS). Guided by a Vulnerability Model and a framework of organizational enabling resources, this study used complementary longitudinal and cross-sectional designs. The longitudinal component examined changes in levels of organizational facilitators for Latino substance use disorder (SUD) help-seeking in Downstate NYS across three time periods, while the cross-sectional component compared post-pandemic facilitator levels across service types and regions. A convenience sample of 241 SUD clinicians participated in …

Cultural Identity In Transition: A Comparative Study Of Self-Defining Memories And Personality In American And Russian-American Students, Sebastian Parilov

CISLA Senior Integrative Projects

This study examined cultural differences in Self-Defining Memories (SDMs) and personality traits among American and Russian-American college students. Participants included 39 college students (19 Russian-American and 20 American) aged 18-24 who completed the Self-Defining Memory Task and the Big Five Inventory to test for Openness, Conscientiousness, Agreeableness, Extraversion, and Neuroticism. Memories were coded for overall themes, agency versus communion, and redemption versus contamination narratives. Results showed no significant differences between groups on overall Big Five personality traits. However, there were many differences in the two groups' memories. Russian-American participants reported significantly more positive and fewer negative self-defining memories than American …

Financing A Cooler Future: Sustainable Finance And Environmental Justice In The Bronx, Akhila M. Dissanayake

Student Theses 2015-Present

This thesis examines the ways in which sustainable finance and green marketing might be used as instruments to address climate injustice, using the Bronx as a case study of a neighborhood that is disproportionately impacted by the urban heat island effect. The research intends to demonstrate how creative financial mechanisms and successful messaging tactics may promote more equitable adaptation to climate change in urban contexts by fusing ideas from environmental history, economics, and communications. The concept of environmental justice is presented in Chapter 1, which also describes how the Bronx's demographic groupings are disproportionately affected by climate change, including excessive …

The Legacy Of Lead: Lead Exposure's Harmful Effects And Its Concentration In Poc Communities, Layla Sophronia Barber

Student Theses 2015-Present

This thesis examines the disproportionate burden of lead exposure carried by low income, POC communities. The systemic nature of this problem is a symptom of a longstanding legacy of environmental injustice in the United States. Decades of federal neglect are reflected in the higher statistics of lead exposure and poisoning in predominantly black communities. While it is understood that lead exposure poses a serious threat to physical health and early cognitive development, there is a discouraging lack of urgency to remove the toxin from non-wealthy communities. The material covered by this thesis aims to identify and correct the discriminatory social …

Analyzing Sun Bucks Program Experience Among Southwestern Pennsylvania Families With Just Harvest, Olivia Mae Gifford

Public Health Capstone Projects

1. Objectives: This project primarily seeks to identify the common barriers preventing vulnerable families from accessing the SUN Bucks Program. The SUN Bucks program is an optional program through the United States Department of Agriculture that works in conjunction with the state of Pennsylvania in order to provide school-aged children families with supplemental funds to supply greater nutrition during the summer months. This research supports the work of a local non-profit, Just Harvest, in order to better inform their advocacy and outreach efforts as they fight against food insecurity in Western Pennsylvania.
2. Methods: All data was collected electronically via a …

Vision Remediation And Functional Participation For Individuals With Acquired Brain Injuries, Alina Randall

OTD Capstone Projects

This doctoral capstone project was completed in partnership with Neuro Therapy Nashville (NTN), a privately owned, outpatient neurologic rehabilitation clinic in Brentwood, TN. NTN offers occupational therapy, physical therapy, speech therapy, and counseling services to individuals with acquired brain injuries, with an emphasis on stroke, concussion, and vision remediation. The goal of the project was to increase access and availability of evidence informed resources for vision remediation and occupational therapy for individuals with acquired brain injuries. The outcomes of the project include a pilot research study which will be used to inform future analysis of vision remediation in occupational therapy, …

Understanding Our Emotional Gatekeepers: A Qualitative Study Of Teacher Attrition In Diverse Catholic Schools, Lionel Garcia

LMU Theses and Dissertations

In the post-pandemic era, educators in Catholic schools in diverse communities serve as emotional gatekeepers, vital social justice agents who act as the final filter between vulnerable students and a landscape of poverty, immigration fears, and digital disinformation. This study centers the voices of these highly capable educators to investigate the factors that led to their departure from the profession despite a strong vocational commitment. By listening to the stories of eight former teachers through narrative inquiry, the researcher identifies the specific factors that led to the teachers’ departures. The findings reveal that the decision to leave is driven by …

A System That Runs On Beef: The Effects Of Modern Cattle Farming On The Environment, Sean E. Fitzgerald

Student Theses 2015-Present

Abstract

This paper discusses the economic, ethical, and environmental impacts of modern cattle ranching in the United States, as well as e4orts taken to mitigate environmental damage as a result of agriculture. With the world population on the rise, and society becoming more disconnected from their food than ever, is important to understand the history of how modern-day agriculture came to be as it is, and how we can combat some of the unique challenges it poses. Chapter 1 covers the current problems in modern day cattle farming, as well as the ecology of cattle, both behavioral and biological, and …

Front Matter And Table Of Contents

University of Miami International and Comparative Law Review

No abstract provided.