Digital Commons Network^™

Adaptive Health Monitoring For Runtime Safety Assurance​ Of Advanced Air Mobility Applications, Michael Budihartono, Francisco Bustamante, Gabriela Gavilanez

Discovery Day - Daytona Beach

This work proposes a comprehensive, adaptive framework for abnormal condition detection and flight envelope prediction in complex systems. The approach integrates data reduction techniques, including principal component analysis and lower-dimensional projections, to efficiently distinguish between nominal and abnormal operational states while maintaining computational efficiency through metacognitive interventions. A hybrid detection architecture combines bio-inspired real-value negative selection algorithms with support vector machines, augmented by generative machine learning models to synthesize failure data and support training through digital twin environments. Online fault trend analysis enables continuous monitoring of system degradation, while the system dynamically adapts to operational variations by minimizing offline training …

Impact Of Acute Flight Training Stress On Cardiovascular Health: A Pilot Study, Toni Butler

Discovery Day - Daytona Beach

Impact of acute flight training stress on cardiovascular health: A pilot study  Toni C. Butler, Carolina R. P. Ferreira, Bryan W. Hinton, Noah J. Robbins, Sophia R. Vaden, Andrew H. Schneider, Scott K. Ferguson, Ph.D.   Cardiovascular conditions are among the most common medical issues in certificated pilots and a major source of certification scrutiny. Student pilots experience unique acute stressors during flight training that may influence both physiological and psychological health. Acute stress is known to affect cardiovascular function, including vascular endothelial health; however, the impact of flight training–related stress on cardiovascular function remains poorly characterized. This pilot study tested …

The Effects Of Hypoxia On Balance Systems, Samuel Drescher Drescher, Heather Bond, Allysa Hayden, Victoria Cornaro, Brandon Ibarra, Noah Clark, Frank Cunningham Iv, Carolina Ferreira, Sierra Martinez, Katie Stubits

Discovery Day - Daytona Beach

Hypoxia, a condition characterized by insufficient oxygen availability to body tissues, is known to impair physiological and cognitive function, particularly at high altitudes above 15,000 ft. However, the effects of mild hypoxia (10,000–15,000 ft) remain less well understood. This study, conducted by the department of Human Factors and Behavioral Neurobiology at Embry-Riddle Aeronautical University, investigates the impact of mild hypoxia at 12,000 ft on human balance systems. Specifically, it examines the three primary components of balance: visual, proprioceptive, and vestibular systems. Participants complete nine balance tasks under both normoxic and hypoxic conditions. Tasks are structured to progressively limit sensory input: …

A Narrative-Restorative Framework For Addressing School Bullying, Tristan Patel, Michelle Myers, Daniel Stewart

Journal of Educational Research and Practice

Bullying in schools is often addressed through punitive deterrence practices, solution-focused counseling, or restorative conferencing. These approaches often fail to recognize or account for the power imbalance that ultimately sustains bullying. This article discusses a narrative-restorative intervention to address bullying as a relational and communal issue, rather than relying on isolation or deterrence practices. The limitations of the dominant models discussed highlight the role of power in shaping bullying dynamics and connect legal and ethical responsibilities of narrative-restorative practices. Situated within the framework of California education law and professional ethical standards, at its core, undercover anti-bullying teams aim to redistribute …

Antimicrobial Responses Of Staphylococcus Aureus In Simulated Spaceflight Conditions, Mikayla Dutkiewicz, Yegor Bushnev

Discovery Day - Daytona Beach

Microbial persistence in confined environments, such as spacecraft, can pose challenges to astronaut health and habitat maintenance. This project investigates Staphylococcus aureus, a Gram-positive bacterium commonly associated with human microbiota and opportunistic infections, in spaceflight-relevant environmental conditions. Further, this project will assess the influence of the antimicrobial/antioxidant compound quercetin to assess its effects on bacterial growth and virulence under standard Earth gravity and simulated International Space Station (ISS) conditions. This approach will assess whether spaceflight-relevant stressors, including microgravity and radiation, alter treatment efficacy by influencing microbial physiology and antimicrobial susceptibility. Data collection and analysis are ongoing, and results are expected …

Artificial Intelligence (Ai) In Mental Health: Perceptions Of Ai Therapists, Ulker Yusupova

Discovery Day - Daytona Beach

This study explores how people perceive Artificial Intelligence (AI) therapists compared to human therapists, focusing on differences in empathy, effectiveness, and competence. As AI tools like ChatGPT and mental health chatbots become more commonly used for emotional support, it is important to understand how users evaluate them in comparison to human professionals. To begin addressing this, in the first part of the study, participants reviewed therapist-client conversation transcripts and identified whether they believed the therapist was human or AI-generated, helping us validate the materials for the main study. Notably, initial findings suggest that participants frequently relied more on surface-level language …

The Effects Of Acute Dietary Nitrate Supplementation On The Inspiratory Muscle Metaboreflex In Young Healthy Adults, Sabrina Ehrenfort, Riley Dienna, Ben Kerns, Hannah Lyons, Rachel Phillips

Discovery Day - Daytona Beach

Increased work of breathing (Wb) triggers the inspiratory muscle metaboreflex, which elevates systemic blood pressure in response to diaphragmatic fatigue. To counteract this, dietary nitrate could act as a source of nitric oxide, which is known to improve muscle power and efficiency (Jones et al., 2018). This study examines the hypothesis that acute nitrate supplementation would attenuate this response. Utilizing the KH2 device from PowerBreathe, 20 healthy participants (mean age: 21.1 ± 2.5 years; range: 18–30 years) underwent a resistive breathing task (RBT) for a total of three minutes at 60% of their maximal inspiratory pressure (MIP). All 20 participants …

Environmental Ethics Of Plastics And Microplastics Manufacturing: Balancing Industrial Production And Ecological Responsibility, Arindam Gupta

Discovery Day - Daytona Beach

The global production of plastics has increased dramatically over the past several decades, providing substantial economic and societal benefits while simultaneously generating complex environmental and ethical challenges. A growing body of research has identified microplastics—plastic particles smaller than 5 millimeters—as persistent pollutants that accumulate in aquatic ecosystems, soil systems, and the atmosphere. These particles originate both from the degradation of larger plastic products and from direct industrial production processes used in plastics manufacturing. The ethical implications of plastics and microplastics production raise important questions about environmental responsibility, regulatory oversight, and the balance between economic development and ecological sustainability. This project …

Environmental Ethics And Impact Of Artificial Intelligence Data Centers, Jacky Yang

Discovery Day - Daytona Beach

Data centers, including artificial intelligence (AI) facilities, serve as the backbone for many modern digital services and products. With the rapid digitization of society, the expansion of these centers in the United States has accelerated significantly. From an anthropocentric and utilitarian perspective, they provide economic benefits, supporting employment and generating public revenue. However, they can also create a significant amount of environmental and societal challenges. From an ecocentric and environmental justice perspective, AI data centers has contributed to increased competition for the limited resources, such as water, electricity, and land and has been linked to rising utility costs, noise pollution, …

Assured Learning For Intelligent Dynamic Systems: A Metacognitive Framework, Rocio Jado Puente, Michael Budihartono, Eduar Cabrera Gaspar

Discovery Day - Daytona Beach

Assured Learning for Intelligent Dynamic Systems: A Metacognitive Framework   Advanced Air Mobility systems, including electric vertical takeoff and landing (eVTOL) aircraft and autonomous drone platforms, require increasingly high levels of autonomy and safety. Meeting these demands calls for intelligent systems that can adapt in real time to uncertainty and changing environmental conditions. However, traditional certification methods are not well suited to rigorously measure or quantitatively verify the performance of online learning components because of their non-deterministic behavior.   This work introduces a novel runtime safety assurance method based on a metacognitive architecture (MCA) that supervises and regulates learning-enabled components. The approach …

Learning Motion Primitive Selection And Environment Abstraction, Edison Alberto Martinez Samaniego, Natalie Alexander, Kaelyn Weddle

Discovery Day - Daytona Beach

Learning Motion Primitive Selection and Environment Abstraction Advanced Air Mobility (AAM) is emerging as a transformative solution for short and medium range transportation; however, it introduces an operational model that differs significantly from conventional aviation. AAM vehicles are expected to operate closer to populated areas, with increased autonomy, in dense urban and suburban environments. These settings present constrained maneuvering conditions which highlights the importance of maintaining safe operation under degraded flight conditions. Abnormal conditions may endanger onboard passengers, people on the ground, and surrounding infrastructure, making rapid detection and mitigation essential to prevent loss of control. Recent research has explored …

Impact Of Stress & Fatigue On Cardiovascular Function In Young Pilots: A Thematic Review, Swarna Manoj

Discovery Day - Daytona Beach

Impact of Stress & Fatigue on Cardiovascular Function in Young Pilots: A Thematic Review   Authors: Swarna Manoj, Scott Ferguson   Keywords: pilot, stress, fatigue, heart rate variability (HRV), cardiovascular disease (CVD) Aviation is expanding globally and young pilots are the major workforce, yet FAA protocols require mandatory ECG only from age 35, with annual cardiac screening after age 40. Over the past five years, a pattern of sudden cardiac arrests in pilots particularly aged 30-40 has urged safety concerns. Despite the existing literature examining fatigue, burnout, stress, sleep hygiene and circadian disruption, only few studies systematically examine how these factors impact …

Plastic Roads And Waste Utilization In Pavements: Recycling Plastic Waste Into Durable Road Construction, Hunter Smith, Caden Hoffer, Robert Kincart, Winston De Feria Weber

Discovery Day - Daytona Beach

Plastic waste production continues to increase worldwide, creating significant environmental and waste management challenges. With over 350 million tons of plastic waste generated annually, researchers and engineers are exploring innovative methods to reuse materials in sustainable construction practices. To reduce construction waste and make productive use of recycled materials, engineers are investigating utilization applications for plastic waste in pavement systems. This project examines the use of recycled plastic as a modifier in asphalt pavement mixtures to improve road performance while addressing environmental concerns. The objective of this work is to evaluate how incorporating recycled plastics into asphalt mixtures can enhance …

Analyzing Fungal Growth Dynamics Under Different Environmental Conditions Using A Lotka–Volterra Competition System, Maria Ordonez, Fabrio Araujo

Discovery Day - Daytona Beach

Fungi play a critical role in ecosystems as decomposers that recycle nutrients and maintain environmental balance. Their populations are influenced by multiple environmental factors such as temperature, humidity, nutrient availability, and interactions with other organisms. In this project, the Lotka–Volterra model is used to analyze how competing fungal species interact and how these interactions influence population dynamics over time. By modeling two fungal populations competing for the same limited resources, the equations illustrate how environmental conditions and competition coefficients determine whether one species dominates; both species coexist, or one species becomes extinct. The model provides insight into how changes in …

Ai-Based Pilot Fatigue Monitoring For Enhanced Aviation Safety, Joshua Henderson, Alexander Landau, Braxton Moor, Jacky Yang, Caleb Difabio

Discovery Day - Daytona Beach

Pilot fatigue remains a persistent systemic operational hazard in commercial aviation because it can degrade attention, reaction time, decision-making, and crew coordination during safety-critical phases of flight. Although regulatory duty-time limits and Fatigue Risk Management Systems provide baseline protections, these controls rely heavily on voluntary reporting and post-event analysis, which may fail to detect fatigue in real time. The purpose of this project was to design and evaluate an artificial intelligence-enabled fatigue monitoring concept intended to reduce undetected pilot fatigue risk within the airline Safety Management System framework. The study applied a structured research approach including a literature review to …

Assessing The Impact Of Various Factors On Hypoxic Response, Reese Kim, Allysa Hayden

Discovery Day - Daytona Beach

Hypoxia is a condition in which the body’s tissues are deprived of oxygen and has deleterious effects on cognition, perception, and performance. Hypoxia has a myriad of symptoms such as euphoria, difficulty concentrating, headache, fatigue, nausea, dizziness, tunnel vision, and more. Outward signs of hypoxia include cyanosis (blueing of the fingertips and lips), tremors, loss of coordination, pallor, and complexion change, and can be used to notice the onset of hypoxia in others. Many factors are known to contribute to the manifestation of hypoxia, namely altitude, exposure duration, and certain physiological conditions such as heart problems and low blood flow …

Pipeline Array Architecture: Topological Freedom Beyond 2d Grid, Jinhui Wu

Defensive Publications Series

In prior work, we introduced the Pipeline Array architecture—a distributed parallel data processing
framework based on the five core characteristics of Assignment, State Holding, Compare, Block, and
Update. The architecture was presented with a two-dimensional (2D) grid as a typical embodiment for
spatially structured data such as image pixels and sensor grids.
This paper clarifies and extends the topological understanding of the Pipeline Array. We emphasize that
the defining characteristic of an Ordered Array is fixed spatial coordinates and neighbor relationships
—not the specific geometric shape of the array. The 2D grid is one valid embodiment, but not a limitation. …

Radiographic Evaluation Of Kidney Size In Cats: Effects Of Sex And Gonadal Status, Somchin Sutthigran, Auraiwan Klaengkaew, Chutimon Thanaboonnipat, Suppawiwat Ponglowhapan, Nan Choisunirachon

The Thai Journal of Veterinary Medicine

Radiographic evaluation of kidney size using the kidney-to-second lumbar vertebral body length (K/L2) ratio is a standard method for assessing kidney size in cats. However, current reference values underdetermine biological factors such as sex and gonadal status, which may influence kidney and lumbar length. Reproductive hormones are known to influence kidney and vertebral development, but their specific effects on radiographic kidney and vertebral measurements in cats are unclear. This retrospective study aimed to assess the effects of gonadal status on kidney length, L2 vertebral length, and the K/L2 ratio in clinically healthy cats. A total of 285 cats were included …

Ronald E. Mcnair Research Symposium Presentation Schedule 2026, Mcnair Scholars Program

McNair Symposium

This is the presentation schedule for the 24th Undergraduate Ronald E. McNair Research Symposium 2026.

Beyond The Indicators: Community-Defined Sustainability In Bario, Sarawak, Rhonwyn Hagedorn

Capstone Collection

This study examines how Kelabit community members in Bario, Sarawak, Malaysian Borneo define and practice sustainability within community-based tourism (CBT), and how these local understandings align with or diverge from the United Nations Sustainable Development Goals (SDGs). The study used a thematic analysis drawing on fifteen semi-structured interviews with Kelabit community members, supplemented by tourist questionnaires and document analysis of online tourism materials. Four themes emerged: sustainability as collective stewardship; community decision-making and collaboration; cultural identity as the core of tourism; and equity, participation, and the limits of growth. Findings suggest that Kelabit community members hold a holistic, relational, and …

Transoral Robotic Surgery (Tors) Post-Operative Chemoradiotherapy In High-Risk Patients: Exploratory Study On Survival Benefit Of Concurrent Cisplatin, Yin-Chieh Handley, Clifton D. Fuller, Mai Mandor Badawy, David I. Rosenthal

CATALYST Summer Training Program 2026

Preliminary evaluation of survival and recurrence benefits of adjuvant radiotherapy with and without cisplatin.

From Crisis To Reform: How The 1918 Influenza And Covid-19 Pandemics Redefined The Relationship Between Nurses And The American Healthcare System., Anh N V Le

Undergraduate Research and Scholarship Symposium

The 1918 Influenza and COVID- 19 pandemic have become two major public health crises that reshaped the role of nurses in the America healthcare system. Although a hundred years apart, both pandemics revealed how deeply the country depends on nurses during emergencies without proper and efficient strategies. This paper argues that these pandemics acted as turning points that redefined the social contract between nurses and the U.S. healthcare system. By examining historical context, nurses’ responsibilities, public perception, and long-term effects, this research show how pandemics expanded nurses’ authority while also exposing long-term weakness of the systems. In 1918, nurses were …

Bioethics As Seen On Stage: Can Theater Change The World?, Sarah J. Cavanaugh

Undergraduate Research and Scholarship Symposium

This research paper investigates the extent to which theatrical works can influence societal reform through the depiction of bioethical dilemmas through time, analyzing performative theater’s ability to change the world through great societal impact. By examining four plays from distinct historical periods—Philoctetes by Sophocles (409 BCE), Whose Life is it Anyway? by Brian Clark (1972), The Waiting Room by Lisa Loomer (1994), and Next to Normal by Brian Yorkey (2010)—this study analyzes how theater has consistently engaged with evolving issues of medical ethics and patient autonomy. Each play presents ethical conflicts reflective of the medical and social dilemmas of …

The "3 A'S" Of Sport Specialization: Emerging Themes To Characterize Athletes' Sport Participation Pathway Decisions, Adelaide F. Stark, Justin S. Disanti Ph.D.

Undergraduate Research and Scholarship Symposium

In this study, former youth sport participants were grouped by their developmental sport pathways (i.e., if they specialized and when they specialized over the course of their participation) to identify emerging themes regarding why they chose their respective pathway, as well as how this impacted their sport experience. 948 participants completed a retrospective survey measure detailing their sport histories. Based on their specialization trajectory across their sport involvement (i.e., during elementary school, middle school, and high school) participants were sorted into three participation pathways – Early Specialization, Late Specialization, or Continued Multi-sport. Participants responded to open-ended questions about their decision-making …

Impacts Of Climate Change On Microalgae: Physiological Responses And Future Adaptations - A Review, Mohamed Zein Alabdein Nassar

Blue Economy

Climate change is increasingly affecting aquatic ecosystems, including microalgae (phytoplankton), which play a crucial role as primary producers and account for nearly half of global carbon fixation. This review synthesizes recent advances in understanding the effects of climate change on microalgae from physiological, ecological, and molecular perspectives. Increased temperatures, ocean acidification, changes in light regimes, and nutrient variability greatly affect microalgal growth, photosynthesis, and community structure, often promoting smaller and more stress-tolerant species. These changes also contribute to the expansion and intensification of harmful algal blooms, with serious ecological and economic consequences. Microalgae exhibit diverse adaptive responses, including metabolic reprogramming, …

Ctamj Forum On Mshsl Activities: Speech, Kathleen Walker, Scott Voss, Tanner Sunderman, Rebecca Meyer-Larson

Communication and Theater Association of Minnesota Journal

The CTAM Journal seeks to raise up voices from notable interest groups. Occasionally, individuals are asked to share their thoughts on issues that pertain to the target readership of CTAMJ.

For this special forum, four coaches share their voices on Minnesota State High School Speech: Kathleen Walker (Fairmont), Scott Voss (Apple Valley), Tanner Sunderman (Mounds Park), and Rebecca Meyer-Larson (Moorhead).

"The Climate Emotion Wheel" - An Exercise To Address Climate Anxiety Inspired By Boal's Forum Theatre, Talin Abadian

Communication and Theater Association of Minnesota Journal

The goal of this exercise is to provide students a space to articulate these complex emotions, engage in collaborative problem-solving with their peers, reclaim a sense of agency and empowerment by exploring meaningful action collectively while also highlighting individual responsibilities towards the environment. This exercise can be used effectively to demonstrate the power of Boal’s Forum Theatre as a tool for collaborative problem-solving and communal rehearsing of solutions to real-world challenges.

The Chameleon Experience: Queer Identity, Mental Health, And Transformation, Cameron Penny

Communication and Theater Association of Minnesota Journal

In this autoethnographic piece, I examine the correlation between queer identity and mental health through reflective analysis of my own experiences within a Western socio-cultural setting. I expand external perspectives on the queer experience by highlighting the normalization of queer prejudice and its adverse impact on self-image. I share how the religious praxis of Catholicism enforces binary conformity by promoting dichotomous thinking that simultaneously constricts queer expression and subjugates implicit biases. In tandem, I utilize autoethnography as my medium because it provides a unique outlet to raise awareness for chronically stigmatized identities by centering marginalized voices (Atay, 2011; Chavez, 2013). …

Best Practices And An Agenda For Research In Benefits Communication, Kristi Egbert, Anne Kerber

Communication and Theater Association of Minnesota Journal

Benefits communication is information an employer/organization provides to employees about the types of benefit plans offered and information about them (i.e., health insurance, retirement, vacation time). Despite its importance to jobs across all sectors of the workforce, there is a dearth of current academic research regarding benefits communication. This paper defines benefits communication, examines its impact on organizations and workers, and explores existing research on best practices. Findings underscore the complexity of benefits material and emphasize the need for simpler and clearer language, employee-preferred formats, and adequate time for employees to review information and receive guidance from a knowledgeable source. …

State Of The World: Presidential Rhetoric At The United Nations, Jason A. Edwards, Zoe Hess Carney, Kory Hoyt

Communication and Theater Association of Minnesota Journal

In 1982, President Reagan spoke to the United Nations General Assembly (UNGA) for the first time. In doing so, Reagan established a presidential tradition that, we argue, created a new genre of presidential rhetoric. Like the State of the Union speech, presidents, in this address, outline their vision for U.S. foreign policy and global politics for the coming year. Specifically, presidents mediate on the history and values of the United Nations, assess the current state of global affairs, and offer policy recommendations to deal with those issues. Examining presidential rhetoric at the United Nations offers a heuristic to understand U.S. …