Digital Commons Network^™

A Neutrosophic Homological-Gröbner Framework For Ai-Driven Media Education Evaluation, Mona Gharib, Hafiz Muhammad Athar Farid, José M. Merigó, Muhammad Riaz

Sustainable Machine Intelligence Journal

The integration of artificial intelligence (AI) with media technologies has transformed teaching in Journalism and Communication, introducing new challenges for quality evaluation. Traditional assessment methods fail to capture the uncertainty, inconsistency, and incompleteness inherent in modern educational data. This paper proposes a Neutrosophic Homological–Gröbner Framework, which unifies three perspectives: neutrosophic sets to encode uncertain evidence, homological algebra to analyze structural coherence, and Gröbner bases to systematically simplify interdependent evaluation rules.

Within this framework, diverse evidence is encoded into neutrosophic triplets, daggregate into course-level indicators, and organized into neutrosophic chain complexes, where Betti indices reveal coherence and fragmentation. Educational policies are …

High-Performance Deep Learning Techniques For Plant Disease Detection: Performance Analysis, Validation, And Applications, Doaa El-Shahat, Ahmed Elmasry

Sustainable Machine Intelligence Journal

The early detection of plant diseases is an indispensable task to improve crop yields and production quality. Crop disease observations by experienced pathologists are difficult and might take a long time. Therefore, deep learning (DL) techniques have been utilized to present an automated detection technique that could accurately and timely detect plant diseases. Several DL models in the literature were proposed, but no paper conducted a comparative study between those models to determine which of them was the best alternative for this task. Therefore, twenty-one DL models are compared in this review paper to show which of them could achieve …

An Enhanced Optimization Algorithm For Estimating Pem Fuel Cells Parameters: Performance Comparison And Real-World Applicability, Ibrahim Alrashdi, Karam M. Sallam

Sustainable Machine Intelligence Journal

Accurate modeling is critical for the efficient design, control, and optimization of a proton exchange membrane (PEM) fuel cell. This problem is regarded as a multi-modal, multi-variate, non-linear optimization problem, and several methods in the literature have been presented to tackle it. However, those methods still suffer from either being stuck into local optima or a slow convergence rate. To solve this problem more accurately in terms of final results and convergence speed, this study proposes a hybrid optimization algorithm based on enhancing the recently proposed crested porcupine optimizer (CPO) using two new optimization methods, namely ranking-based optimization and exploration-exploitation …

The Bg News January 14, 2026, Bowling Green State University

BG News (Student Newspaper)

The BGSU campus student newspaper. January 14, 2026. Volume 105-Issue 13.

Employee Well-Being At Risk During Times Of Hyper Disruption, Jill Roof, Anneliese Orr, Mandy Sharp Eizinger

Research, Reports, and Publications

No abstract provided.

Small Courageous Minds, Desirae Bach

Masters Theses

This thesis examines the barriers, agreements, and disagreements between mental health and Christianity, specifically as it relates to helping Christian children with anxiety. The following investigation explores how God defines and reacts to anxiety in the Bible and how anxiety is explained through scientific research. By explaining both scientific and biblical views of anxiety, the Christian community can grasp a better understanding of how to help children with anxiety. The research also builds a foundational investigation on how anxiety affects children and possible solutions for relieving anxiety in children. Educating children at a young age about mental health and offering …

Factors Influencing Sugary Drink Consumption Among Residential Students At Liberty University, Chinonso Felistas Eziechi

Masters Theses

Introduction/Background: Sugary drink consumption among college students remains a public health concern due to its association with obesity, diabetes, and cardiovascular disease. Despite high awareness of health risks, consumption among emerging adults remains elevated. Guided by the Social Cognitive Theory, this study examined the psychosocial, behavioral, and environmental determinants of sugary drink consumption among residential students at Liberty University. Objective: To identify key predictors of sugary drink consumption and evaluate how expectations, self-regulation, and environmental factors shape beverage behaviors. Design, Setting, Participants: This cross-sectional study used an anonymous Qualtrics survey distributed on campus. Of approximately 745 eligible residential students, 473 …

The Impact Of Awareness Of Campus Health Services On Utilization Of Medical Care Among Residential Students At Liberty University, Catherine Pandagade

Masters Theses

College students represent the most prominent group of individuals when considering their lifestyles throughout aging. Therefore, this age group serves as a good opportunity for health education that could build positive health behaviors for life. Existing literature have said that the 18-25 year olds tend to have fewer resources and be often uninsured and have the highest rates of preventable diseases.2 Objective: The aim of this research is to investigate the impact of awareness and its subsequent effect on utilization of available health resources on campus among the student population of Liberty University. Additionally, the purpose of the research through …

Estimation Of The Reliability Function Of The Maxwell - Boltzmann Distribution Using The M-Robust Estimation Methods And Comparing Them With Conventional Methods, Shaymaa Riyadh Thanoon

Baghdad Science Journal

To achieve the best possible outcomes. The reliability function estimation was also established for the In this study, the scal parameter Maxwell distribution was estimated using both traditional and robust methods, and the results were compared typical estimation methods, which included the Maximum Likelihood method (MLE), the moments method (MOM), and the M- robust method The results were compared using the mean error squared (MSE). The M-robust technique was found to have the lowest mean square error across all sample sizes, as demonstrated by the findings hence, it is regarded as being more effective than the conventional estimate methods. In …

Reproducible Semantic Data Management Workflow For Materials Data Science: Generating Knowledge Graphs With Robust Fairifcation Pipelines, Kyle R. Henrikson, Van D. Tran, Meredith Francis, Isabella Giammattei, Quynh D. Tran, Laura S. Bruckman, Erika I. Barcelos, Roger H. French

Student Scholarship

Combining data from multiple sources is crucial for efficient knowledge aggregation in materials data science. FAIR data from ontology and Linked Data principles enable this. Semantic data management streamlines data exchange and aggregation, ensuring information is available and extractable. FAIRLinked and GraphDB provide solutions for consolidating, hosting, and extracting meaningful insight from multimodal data.

Determination Of Sample Size In Vaccine Trials, Meghna Bose

Doctoral Theses

Sample size determination is an important as well as delicate problem in clinical trials. Often, prior information available before the beginning of the trial is used to estimate the sample size. Hence, it is of importance to quantify the prior information available in terms of an Effective Sample Size (ESS). The problem of finding Effective Sample Size (ESS) in Phase II clinical trials, where toxicity and efficacy are the two components of the treatment response vector, is considered. In particular, one of the components is assumed to be binary, and the other is assumed to be continuous. Theoretical expressions for …

Africa's Global Influence, Faez Al-Haq - Abidemi Salami

Masters Theses

This thesis believes in the design and production of an interactive kids' coloring book on Africa's extensive influence on world cultures, history, economies, and artistic heritage. In a bid to reverse centuries of misrepresentation and large-scale miseducation regarding Africa within early childhood textbooks, this work aims to design an interactive, kid-friendly guide that informs young readers about the central role Africa plays in today's world. Informed by thorough literature review and referencing case studies of successful education and culture intervention, the proposal positions Africa's global reach, spanning from its precolonial trading networks, philosophic structures, diaspora contributions, art heritage, and cultural …

Black Girl Magic Is Real, Bethany M. Duff

Masters Theses

This thesis began with an inquiry into the state of representation of Black women authors within the fantasy fiction genre. The artist statement delves into the development of a fantasy story with a Black young woman protagonist written by a Black woman. The story serves as a vehicle for the author to continue the authorial legacy begun by Black women authors decades before. The critical research paper operates as a literature review of five books within the fantasy fiction genre, written by Black women. It discusses the themes of: the connection between race and the narrative, race and the magic …

Trauma-Informed Practices (Tips) And Burnout, Job Satisfaction, And Ptsd In First Responders, Tyler Mcdonough

Doctoral Dissertations and Projects

First responders are the frontline defense of society and consist of people that push back against chaos to keep our communities civilized and in functioning order. This study aimed to ensure that first responders’ mental health is adequate for home life as well as daily job functions, and to assess which Trauma Informed Practices (TIPs) can lead to positive outcomes in reducing first responder’s feelings of burnout, increasing their job satisfaction, and suppressing frequency of PTSD symptoms. TIPs are different intervention techniques that are designed to assist the individual with a variety of emotions such as anxiety, stress, burnout, and …

What Are The Effects Of Statewide Body-Worn Camera Policy Standardization On Recording Rates And Officer Behavior?, Michael Mcdowell

Doctoral Dissertations and Projects

This quasi-experimental research tests the hypothesis whether statewide body-worn camera (BWC) policy standardization produces different results than locally autonomous policies in body-worn camera policies in terms of camera activation, use of force, civilian complaints, and officer perceptions of accountability and procedural justice. Drawing on policy diffusion and organizational justice theories, the study analyzed data from 200 officers across two states using t-tests, regression models, and difference-in-differences analysis. Findings showed that there were no statistically significant changes in the rates of activation, force incidents, or the number of complaints regardless of the type of policy used, meaning that statewide standardization had …

Investigating The Reliability And Validity Of The Social Connectedness Instrument Among U.S. Adults, Blake A. Fraser

Doctoral Dissertations and Projects

Growing evidence shows that poor social connectedness is becoming a public health threat, with rising prevalence and connections to poor mental and physical health across the lifespan. Therefore, there is an urgent need to develop feasible and effective social connectedness interventions. There is limited evidence for the effectiveness of current interventions, with studies recommending tailoring the intervention to an individual’s specific social connection needs. However, previous measures of social connectedness provide little information about potentially modifiable contributors of poor connection. Thus, the Social Connectedness Instrument (SCI) was developed to fill in this gap by proposing two novel latent constructs of …

Experiences Of Victim Advocates Serving Military Sexual Assault Victims In The State Of New York: A Phenomenological Study, Neisha Louhar

Doctoral Dissertations and Projects

The purpose of this phenomenological study is to describe victim advocates’ (VAs’) experiences serving victims of sexual assault (SA) in the State of New York. Current researchers emphasize experiences in the areas of professional satisfaction, development of new skills, and work relationships. The theories guiding the current research are Maslow’s hierarchy of needs and social cognitive theory (SCT). Maslow’s hierarchy of needs suggests that individuals are motivated to meet their needs in a specific order. Social cognitive theory’s observational learning shapes decision-making factors. have an important role in supporting victims of SA emotionally. Understanding victims’ experiences can provide awareness of …

Women, Religion, And Education In North Carolina: How The Feminization Theory Applies From The Nineteenth Century To Present Day, Jennifer Lauren Walker

Doctoral Dissertations and Projects

In the state of North Carolina southern traditions run deep. The strong foundation of religion and family have been a constant in this state. However, not everything about this state’s history has been equal or fair, especially in the case of women and education. It would take the Progressive era for the feminization of southern life and culture to work its way into the lifestyle found amongst North Carolina residents. Women across the state would lay witness to the changes that both feminization and religion brought into their lives. Education would be one major factor that played into the equation …

Trusting Jesus To The End: How A Christocentric, Inductive, And Canonical Hermeneutic Best Answers Rapture Debates And Reaffirms Perseverance, James G. Davidian

Doctoral Dissertations and Projects

This dissertation compares the four premillennial end-time theories (i.e., the pretribulation, midtribulation, prewrath, and posttribulation views) to answer whether the Bible literally/explicitly describes two future descents of Christ, multiple future resurrections of saints, a pre-wrath timing, a reascent back to heaven, two last trumpets, two peoples of God, and two standards of protection (as proposed by rapture views) or whether the Scriptures describe only a single future coming of Christ for all saints “after the tribulation” (as held by the posttribulation view). By trusting what Jesus taught and relying on what is explicitly written and repeated in the Bible as …

Vietnam Music Education For Professional Careers In The Music Industry, Dylan Bao Nguyen

Doctoral Dissertations and Projects

Vietnam, a country in Southeast Asia, holds a rich cultural heritage and diverse musical traditions that span more than four thousand years. The country began commercializing its music industry around 1997 and expanded it into a significant national sector by 2015. Even with this expansion, Vietnamese music remains largely unfamiliar to global listeners, creating an urgent need for strong music education programs that support the industry’s development. To understand why Vietnamese music struggles to achieve global visibility in the age of globalization, researchers must examine the current conditions of music education and identify the specific factors that limit its international …

Rethinking The Refugee: From Migrant Hierarchies To Migration As A Human Right, Roni Amit

Seton Hall Law Review

No abstract provided.

Cultural Superimposition In Humanitarian Protection, Jocelyn B. Cazares Willingham

Seton Hall Law Review

No abstract provided.

Go On Take Everything, Take Everything, I Want You To: Corporate Cash Accumulations, Broken Promises, And The Failure Of The Accumulated Earnings Tax, Meredith R. Conway

Seton Hall Law Review

No abstract provided.

Light On The Scale, Heavy On The Problems: How Telehealth’S Accessible Weight Loss Solution Has Compounded Its Risks, Wendy Xia

Seton Hall Law Review

No abstract provided.

Butte Medical Monitoring Working Group Meeting, Mike Mcanulty, Eric Hassler

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Basil Oil As An Environmentally Friendly Corrosion Inhibitor For Aisi 1010 Mild Steel Pipes In The Cooling Towers, Mohammed Ali Kadhim, Nagam Obaid Kariem, Rasha Al-Saedi

Baghdad Science Journal

One of the most significant industrial problems is the corrosion of construction metals such as mild steel in pipes and storage tanks of cooling towers. Several preventive measures are used to minimize corrosion. One of them uses various corrosion inhibitors, some of which are organic and others inorganic. Most inorganic corrosion inhibitors are environmentally unfriendly materials. These inhibitors, mixed with cooling tower water, are discharged into rivers or seawater. Many of them are toxic and affect biological life through their ingestion by humans and animals or through their entry into the soil. Basil plant oil is suggested as a new …

Improving Energy And Capacity-Awareness Of Effective Satellite Communication In 6g Heterogeneous Internet Of Things, Ahmed Mahdi Jubair, Khitam Abdulbasit Mohammed, Fouad H. Awad

Baghdad Science Journal

The spreading of Sixth Generation (6G) communication within the Internet of Things (IoT) is one of the recent innovations in networking services. As the number of devices becomes increasingly connected through extensive communication network connectivity, energy efficiency has become a significant concern with the widespread use of massive IoT devices. While general lack of energy optimization can lead to several issues, including data loss, link failure, and high-power utilization, directly affect the communication quality of the network. To address these challenges, it is crucial to develop a model that combines effective optimization and resource allocation, based on both Quality of …

Methods For Radiation-Sparing Navigation In Endovascular And Spine Surgery, William Ross Warner

Dartmouth College Ph.D Dissertations

Modern surgical navigation systems improve procedural accuracy, limit complications, and can reduce reliance on intraoperative ionizing radiation, yet their adoption remains uneven across surgical domains. Informed by clinical immersion, this thesis identifies and addresses two unmet needs revealed through contrasting image-guidance practices in endovascular and spine surgery, where existing guidance techniques are costly, intermittent, or fundamentally limited. Specifically, these needs include (1) the absence of radiation-sparing navigation techniques for endovascular procedures, which rely heavily on 2D x-ray angiography, and (2) the need for dynamic registration methods in open spine surgery, where navigation accuracy can degrade after initial registration and intraoperative …

Design Of Nanomaterial-Based Sensors For Enhanced Halogen Bonding, Ben H. Edelman, Charles W. Sheppard, Lucas A. Chuidian, Arielle Vinnikov, Felix Bevc, Lillian B. Hughes, Carol A. Parish, Michael C. Leopold

Chemistry Faculty Publications

Halogen bonding is a highly directional, noncovalent, intermolecular interaction which has been harnessed for a variety of applications, including sensor design. A halogen bond (XB) is formed between a region of positive electrostatic potential on a halogen atom (X) and electron rich portions of target molecules. The strength of XB interactions relies on shorter XB bond distances and more linear R–X···B bond angles, which facilitate stronger, more negative binding energies. While prior studies have sought to maximize interactions, few have explored or experimentally demonstrated how geometries and bond angles can enhance XB interactions. Herein, fundamental studies are conducted at self-assembled …

Examining The Psychological Impact Of Adverse Childhood Traumatic Experiences In Adult Survivors: Creating A Community Of Awareness And Intervention, Lawanda T. Mobbs

Doctoral Dissertations and Projects

Childhood trauma encompasses experiences such as abuse, neglect, and household dysfunction, experiences which have profound and lasting effects on an individual’s development and well-being. These behaviors can manifest in many ways. The intricate interplay between childhood trauma, mental health challenges, and maladaptive behaviors creates a complex clinical picture, often requiring specialized and trauma-informed approaches within the community. Understanding the efficacy of interventions tailored to this population is crucial for improving the quality of life and fostering resilience. Despite extensive research, there remain significant gaps in understanding the full scope of these effects and how to mitigate them. This study investigated …