Digital Commons Network^™

Classification Of Aircraft Checklist Usability Problems Using Natural Language Processing, Borvorn Kasemtanakul

Doctoral Dissertations and Master's Theses

The use of checklists has been identified as a recurring issue in aviation accident investigations, highlighting the need for continued improvement in aircraft checklist design. However, existing aviation safety taxonomies do not systematically address checklist usability problems. Therefore, a systematic classification of these problems is needed to support the extension of existing aviation safety taxonomies and to facilitate safety data analysis for checklist design improvements. Furthermore, applications of Natural Language Processing (NLP) techniques in aircraft checklist research remain underexplored, despite their potential to identify meaningful patterns in textual safety data.

This exploratory research aimed to develop a data-driven classification of …

Optimal Integrated Cfd-Gnc Model For Drag-Based Reentry Dynamics, Sebastian Lopez

Doctoral Dissertations and Master's Theses

This research focuses on optimizing the control of a drag-maneuvering, Starship-class re-entry vehicle by closely integrating high-fidelity aerodynamic data derived from Computational Fluid Dynamics (CFD) simulations, specifically using StarCCM+. The aerodynamic models, tailored to the unique geometry of a drag-maneuvering body, are seamlessly incorporated into a guidance, navigation, and control (GNC) framework. This integration enables closed-loop CFD simulations with real-time control feedback, allowing for direct analysis and optimization of vehicle stability, trajectory, and control demands throughout the re-entry process.

Building upon the work of Gaglio and Bevilacqua, this advanced CFD-GNC model introduces high-order aerodynamic effects, such as aerodynamic moments and …

A Machine-Learning-Based Systematic Framework For Modeling Compression And Recompression Indices For Florida Soils, Michael Morales

Doctoral Dissertations and Master's Theses

This thesis develops a machine-learning framework for estimating the compression index and the recompression index of Florida soils from routinely measured index properties, and reports two studies that build it. Consolidation settlement design requires both indices, and both are obtained from the incremental-loading oedometer test, which occupies a specimen for one to two weeks; the index tests that accompany it are complete within hours. Empirical correlations have filled that interval since the 1950s, but their coefficients are calibrated on specific soil populations and transfer poorly between regions. The first study analyzes 376 consolidation tests compiled for the Florida Department of …

Evaluating The Safety Efficiency Of U.S. Air Traffic Control Tower Operations Using Data Envelopment Analysis, Kenneth James Gilbert Ii

Doctoral Dissertations and Master's Theses

Air traffic control (ATC) tower safety efficiency remains inadequately measured despite critical workforce challenges, including staffing shortages, training pipeline constraints, and geographic retention difficulties. This mixed-methods study developed and validated a comprehensive framework for measuring tower safety efficiency by integrating subject-matter expert insights with multi-model data envelopment analysis (DEA) across 66 Federal Aviation Administration (FAA) tower facilities from 2016 to 2024. Six focus group interviews with experienced professionals (100% with > 20 years of experience), averaging 96.4 minutes, identified critical efficiency factors through systematic coding, achieving substantial inter-rater reliability (Cohen's kappa 𝜅 = .68). Qualitative findings showed that staffing shortages don't …

Noise-Optimized Routes For Air Taxi, Waleed Raza

Doctoral Dissertations and Master's Theses

Community noise is a primary barrier to the public acceptance and deployment of Advanced Air Mobility (AAM) and Urban Air Mobility (UAM) air taxi operations. This dissertation develops a coupled siting, routing, and noise optimization framework that links vertiport placement to its downstream acoustic consequences, demonstrated through a Daytona Beach case study. Candidate vertiports are screened and selected using accessibility, safety, demand, and feasibility criteria, and the selected sites form a directed network of 20 routes. Each trajectory is evaluated with a physics-based acoustic pipeline reporting Lmax, SEL, and EPNL at school, hospital, and residential receptors, showing that received exposure …

Multi-Parametric Nonlinear Programming For Lossy Lmp Sensitivity Analysis Using Outer Progressive Cuts, Yuhan Huang, Tao Ding, Chenggang Mu, Rui Bo, Pengwei Du

Electrical and Computer Engineering Faculty Research & Creative Works

Accurate sensitivity analysis of locational marginal price (LMP) is crucial for risk hedging and market management. This paper proposes multiparametric nonlinear programming for sensitivity analysis of LMP with nonlinear network loss, also known as lossy LMP. Global analytical solutions for lossy LMP and the corresponding critical regions are derived. An outer progressive cut algorithm is developed to constrain the network loss error within a specific range for the whole parametric domain. Case studies show the improved accuracy over methods with lossless or fixed loss factors, and a two-order-of-magnitude online speedup over Monte Carlo methods while maintaining lower total computational time.

Herbaceous Plants In Forest Ecosystems: One Hundred Fundamental And Applied Questions, Harikrishnan Venugopalan Nair Radhamoni, Michelle Elise Spicer, Marlyse C. Duguid, Liza S. Comita, Emilio Bruna, Andrew J. Andrade, Julia I. Burton

Michigan Tech Publications

Aims: Herbaceous plants (herbs) found in the understory of forests contribute substantially to the biodiversity of these ecosystems, as well as being important socio-culturally, economically, and for advancing ecological theory. However, the ecology of herbs is less well understood compared with woody plants, despite evidence that herbs are physiologically and ecologically different. Similarly, herb research has focused on north temperate forests, with less information from forests in the tropics and Global South. Understanding this knowledge gap, and recognizing the critical importance of expanding and streamlining the scope of research on forest herbs, we set out to identify 100 fundamental and …

Msw Portfolio: Through Courage And Heart, Meghan N. Conklin

Graduate Student Portfolios, Professional Papers, and Capstone Projects

This portfolio discusses my journey through the MSW program highlighting anti-oppressive frameworks, ethics, trauma informed care, and indigenous practice. This portfolio displays how I met the core competencies of advanced integrative practice with a focus on practice with youth in and out of institutional setting.

Purpose In Practice: A Master Of Social Work Professional Portfolio, Lexi M. Laird

Graduate Student Portfolios, Professional Papers, and Capstone Projects

No abstract provided.

A Comprehensive Overview Of The Quantum Approximate Optimization Algorithm, Vincent Stafford

Florida Atlantic Undergraduate Research Journal

As quantum computing research advances, the Quantum Approximate Optimization Algorithm (QAOA) has emerged as a leading approach to harnessing current quantum hardware for solving complex combinatorial optimization problems. This pedagogical, expository paper outlines the mathematical foundations of QAOA, explains its step-by-step implementation from first principles in a manner accessible to advanced undergraduate students and non-specialists, and explores real-world applications such as protein folding and job scheduling. We also examine the algorithm’s performance challenges, including barren plateaus and circuit depth limitations.

Meridian, Rachel Seaton

Theses

Meridian is an ambient tabletop object that translates physiological data into a continuously evolving visual landscape. Rather than presenting emotional information through charts or notifications, it exists as a quiet environmental presence that can be understood through peripheral awareness. A simulated biometric system drives a particle field whose movement reflects physiological variation, producing eight distinct visual signatures. The visual system is governed by four parameters: field density, field disturbance, signal trace, and signal duration, which together shape the behavior and persistence of the particle field. The teardrop form was selected for its ability to convey both the passage of time …

Prototyping Of A Spectropolarimetry Module For Lenslet-Based Integral Field Spectrographs, Manasa Lakshmi Narasimhan

Theses

Integral-field spectropolarimetry enables simultaneous spatial, spectral, and polarization measurements. Observations of polarized light allow researchers to map magnetic fields, distinguish scattering from intrinsic emission, and characterize the geometry of sources illuminating the large-scale dust distribution within and around galaxies. In tandem with spectral information, polarized emission can be used to detail the kinematics of dust expelled from galaxies and to probe the underlying spectrum of scattered light—measurements that help constrain key open questions such as the missing baryon problem and the role of feedback in galaxy evolution. However, spectropolarimetry is a rare capability among ground-based observatories. This thesis showcases a …

Modernizing Civic Building Design For Emergency Shelter Operations: An Architectural Framework With Proposed Design Guidelines For 21st-Century Shelter Readiness, Enrique M. Peralta

Theses

The frequency and severity of climate-related disasters are rising globally, resulting in the displacement of millions of individuals each year. Although this is a worldwide issue, the present research concentrates on the New York, New Jersey, and Connecticut tri-state region, where severe storms, flooding, prolonged power outages, and other natural hazards frequently necessitate the activation of emergency shelters. While schools, community centers, and other civic buildings are commonly designated for emergency shelter operations, these facilities were not originally designed to accommodate displaced groups during such events. This study focuses on the immediate sheltering period following a disaster, defined as the …

Large Language Model-Driven Agents In Virtual Reality For Inclusive Communication Training, Ziming Li

Theses

Vocational training programs aimed at improving the employability and autonomy of autistic individuals primarily focus on enhancing social communication skills. However, developing and implementing such training activities often demands significant time and effort from job coaches, who must adapt to various interview and workplace scenarios while customizing the training to meet the specific needs of autistic trainees. These challenges create barriers for job coaches to efficiently train autistic individuals and objectively evaluate their performance. To address these challenges, this dissertation explores the use of virtual reality (VR) and large language model (LLM)-driven agents to create customizable and interactive training platforms …

Assessing The Imprint Of Eccentricity In Gravitational-Wave Signatures, Natalie Malagon

Theses

The gravitational wave signal from merging compact binaries encodes information about their orbital and intrinsic properties. Over the last few years, state-of-the-art waveform models have begun to incorporate the effects of orbital eccentricity into their estimated signal. Over a similar period, many groups have applied these waveforms to characterize whether the imprint of eccentricity is present and, if so, measure this time-evolving property (at a suitably-defined reference point). In this work, we present a comprehensive analysis of 173 confident sources identified in the O1 through O4a observing runs of the International Gravitational Wave Network (LIGO-Virgo-KAGRA). Using the RIFT parameter inference …

Cohesive Zone Modelling Of Fiber–Matrix Interface In Composite Materials, Arjun Myadam

Doctoral Dissertations and Master's Theses

Carbon Fiber reinforced polymers (CFRPs) are widely used in aerospace, automotive, and structural applications due to their high specific strength, stiffness, and design flexibility. Their mechanical performance is critically governed by the fiber–matrix interface which controls stress transfer and directly influences damage initiation, crack propagation, and fracture behaviour. The interface properties are quantified through the Interfacial Shear Strength (IFSS) and fracture energy, both serving as key indicators of composite integrity. Effective interfacial bonding is therefore essential to the composite’s strength. Nanoscale fiber surface modifications provide a promising approach to enhance interfacial bonding and can also impart multifunctionality. These multifunctionalities can …

Direct Ink Writing Of Functional Fiber/Granular Composites, Zhuoyuan Yang

Doctoral Dissertations and Master's Theses

Direct ink writing provides a versatile manufacturing route for fabricating functional fiber and granular composites with controlled architecture, tunable interfaces, and customized material distributions. Fiber reinforced composites offer high stiffness, strength, fatigue resistance, and functional anisotropy, while granular composites provide scalable access to particle based structures with high material efficiency and broad resource compatibility. However, the additive manufacturing of these composite systems remains challenging. For fiber based composites, precise control of fiber placement, matrix impregnation, interfacial bonding, and freestanding deposition is difficult to achieve during printing. For granular composites, stable particle flow, controllable packing, binder infiltration, and shape retention are …

Enhancing Virtual Reality Cockpit Procedure Training With Haptic Feedback, Christian K. Jaedicke

Doctoral Dissertations and Master's Theses

Pilot training is time-consuming and costly, and not all phases require full-flight simulators or actual aircraft. Virtual reality (VR) offers a potential means to reduce cost and duration while supporting practical cockpit procedure training. While prior research in the VR domain suggests that providing haptic feedback can support training of muscular control and increase perceived immersion, it remains unclear whether haptic feedback improves spatial cognition in an unfamiliar VR environment. This study examined whether haptic feedback and cockpit complexity affected response time and position error under limited-visibility, time-constrained conditions in a VR cockpit environment (i.e., a quasi-blindfold cockpit check).

Grounded …

Purposeful Rounds: A Structured Fall Prevention Plan: Final Report, Cincerlyn Lewis

All Doctor of Nursing Practice (DNP) Scholarly Projects

Problem: Falls are the most frequently reported preventable events in hospitalized patients.  Falls in the project unit were increasing, and a gap analysis revealed variation in how nurses assessed fall risk and implemented interventions. Evidence indicated that inconsistent rounding undermined situational awareness and delayed identification of patient needs. This gap highlighted the need for a structured, evidence‑based rounding process to improve consistency and reliability.

Aim of the project: The Purposeful Rounds (PR) project aimed to implement a structured process to improve rounding consistency and staff responsiveness, while reducing fall rates over a 12‑week period.

Review of the Evidence: Evidence-based literature …

His 127 Microhistories: A Lens Into The Past — Apartheid In South Africa Syllabus, Marta Millar

Open Educational Resources

The microhistory course introduces students to the study of history by exploring a particular event, individual, or issue, and its legacy. Students will read both primary source documents and modern texts to examine how the topic under consideration was shaped by, and in turn shaped contemporary culture.

This syllabus is for a course focusing on the history of apartheid in South Africa. Students will analyze the political, social, economic, and cultural aspects of the apartheid era. This includes understanding how segregationist policies developed in South Africa, what political transformations led to the implementation of the apartheid system, how different policies …

Keeping Place Through Craft And Care: Borris Lace As Living Heritage, Samantha Morris

Doctoral

To investigate how craft practices can help us understand meanings of place this study uses a case study of Borris Lace, a distinctive needle lace tradition associated with Borris, Co. Carlow. It begins from an understanding of place as shaped through materialities, meanings and practices, rather than location alone (Cresswell, 2015), while also drawing on relational approaches that understand place as open, multiple and continually in process (Massey, 2005). Craft scholarship has examined making as skilled, embodied and material practice (Ingold, 2013; Sennett, 2008), and feminist craft scholarship has shown how women’s textile labour has often been undervalued or treated …

July 2026, Office Of Research

Research Update

No abstract provided.

Robust Generator Maintenance Schedule For Frequency-Secure Power Systems, Yang Yang, Qiuzhuang Sun, Jimmy Chih-Hsien Peng, Loon Ching Tang, Zhisheng Ye

Research Collection College of Integrative Studies

Problem definition: Normal operations of a power system require that alternating current frequency be maintained at a nominal value, for example, 50 Hz, whereas severe deviation from this value due to power deficiencies can cause cascading generator trips. Maintaining the frequency requires adequate inertia and frequency regulation reserve, which are primarily provided by online generators. In daily operations, generators due for preventive maintenance must be taken offline, and thus an improper maintenance schedule could jeopardize frequency security, as exemplified by the recent Texas power blackout. However, this natural nexus between frequency security and maintenance has been over-looked largely in the …

Online Planning Of Power Flows For Power Systems Against Bushfires Using Spatial Context, Jianyu Xu, Qiuzhuang Sun, Yang Yang, Huadong Mo, Daoyi Dong

Research Collection College of Integrative Studies

A power station or transmission line can be affected due to bushfires, increasing operation costs. We study a fundamental but challenging problem of planning the optimal power flow (OPF) for power systems under bushfires. We develop a model to capture the stochastic nature of bushfire spread based on Moore’s neighborhood model and propose an online optimization modeling framework to sequentially plan power flows in the electricity network. Our framework assumes that bushfire spread is non-stationary over time and that the spread and containment probabilities are unknown. To address these challenges, we develop a contextual online learning algorithm that treats the …

Comparative Analysis Of Task Scheduling In Multi-Tier Fog-Cloud Computing: From Classical Approaches To Greedy Multi-Objective Optimization, Zafril Rizal M. Azmi, Najmul Haque, Saydul Akbar Murad

Faculty Publications

Fog computing extends cloud services to the network edge, enabling low-latency processing for time-sensitive applications. However, scheduling complexity significantly increases due to heterogeneous resources, dynamic workloads, and strict Quality-of-Service (QoS) constraints. Although numerous scheduling techniques have been proposed, existing studies often assess only a narrow subset of algorithms or rely on offline metaheuristics unsuitable for real-time environments. This paper presents a comprehensive comparative evaluation of twelve scheduling algorithms, including five classical, one heuristic, and six metaheuristic-inspired approaches, within a realistic 20-node multi-tier fog-cloud topology. Across 1,365 experiments spanning seven utilization levels, we analyze each algorithm’s deadline adherence, load distribution, and …

Clinical Ethics Training Needs Among Pediatricians And Pediatric Residents In Ethiopia: Conference-Based Cross-Sectional Survey., Betelehem Kassa, Addishiwot Melesse, Eyob Kebede Etissa, Bitseat W. Haile, Atnafu Mekonnen Tekleab, Stephanie Kukora

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Pediatricians encounter ethically challenging cases in clinical practice throughout the world. In Ethiopia, ethically distressing pediatric cases are heightened by limited resources, lack of ethical frameworks to guide clinical care and withdrawal of supportive therapies, absence of child protection laws, and dearth of trained ethics consultants or institutional ethics committees providing clinical ethics consultation. Ethics training remains limited in undergraduate medical programs and absent in the resident curriculum at most institutions.

METHODS: A survey of Pediatric Residents and Pediatricians attending the Ethiopian Pediatric Society's 24th Annual Conference on March 2023 was conducted using a self-administered, clinical ethics needs assessment. …

The Critical Pediatric Obesity Window: Pre-Pubertal Metabolic Disease And The Fallacy Of Delayed Intervention., Matthew Lindquist, Brooke Sweeney

Manuscripts, Articles, Book Chapters and Other Papers

Despite increasing recognition of pediatric obesity as a chronic disease, many clinicians continue to rely on "watchful waiting," assuming pubertal growth will mitigate excess weight and metabolic risk. Current evidence contradicts this approach. Children under 12 years of age with obesity frequently demonstrate clinically significant metabolic disease, including insulin resistance, dyslipidemia, dysglycemia, and metabolic dysfunction-associated steatotic liver disease (MASLD), often before symptoms emerge. Puberty does not reverse these processes; rather, physiologic pubertal insulin resistance amplifies preexisting metabolic dysfunction and accelerates disease progression. Delayed intervention allows potentially irreversible injury during a critical period of metabolic plasticity. This article reviews contemporary biologic …

Current Practices And Variations Among Pediatric Severe Asthma Programs In The United States-The North American Severe Pediatric Asthma Consortium., Kristina Gaietto, Nadia Krupp, Avani V. Shah, Erhan Ararat, Samantha H. Averill, Sachin Baxi, Matejka Cernelc-Kohan, Jeffrey M. Chambliss, Heather De Keyser, Monica Federico, Bob Geng, Akilah A. Jefferson, Parisa Kaviany, Lila C. Kertz, Kirsten Kloepfer, Allyson Larkin, Sydney Leibel, Tanya Martinez-Fernandez, Samira Naime, Robert D. Pesek, Dinesh K. Pillai, Deepa Rastogi, Katherine Rivera-Spoljaric, Kristie R. Ross, Franziska J. Rosser, Tregony C. Simoneau, Jade Tam-Williams, Kelan G. Tantisira, William Anderson, Jonathan M. Gaffin, Theresa W. Guilbert, Erick Forno

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Severe and difficult to treat asthma in children is a complex condition causing significant morbidity and associated healthcare costs. While treatment guidelines exist for severe asthma, optimal treatment approaches for the pediatric population are less well established. Furthermore, best practices regarding real world management and implementation of guidelines for the severe pediatric asthma population are lacking. In order to provide care for this population, institutions around the United States have developed multidisciplinary severe pediatric asthma programs (SPAPs). In recent years, the North American Severe Pediatric Asthma Consortium (NASPAC) was established as a mechanism for SPAPs to collaborate and share …

Sputtered Transport Layers Enabling Ambient-Air Processed Cspbi3 Perovskite Solar Cells, Shamik Datta, Md Abdul Kuddus Sheikh, Md Shazarul Islam, Mohammed Jasim Uddin, Hasina Huq

Electrical and Computer Engineering Faculty Publications

Perovskite solar cells offer promising efficiency compared to traditional technologies. In this study, NiOx and ZnO were employed as charge transport layers using a magnetron sputtering process within a p-i-n architecture (ITO/NiOx/CsPbI3/ZnO/Au). This approach produced uniform, low-defect interfaces and supports low-temperature, scalable fabrication suitable for flexible substrates. Our investigation, using techniques such as X-Ray Diffraction (XRD), UV-Visible spectroscopy, Scanning Electron Microscopy (SEM), and Atomic Force Microscope (AFM), revealed the formation of uniform layers deposited by the magnetron sputtering process. The photoactive CsPbI3 layer was deposited via a spin coating solution process. UV-Visible spectroscopy revealed strong absorbance in the wavelength range …

Urb-Poiesis: A New Terminology Between Theorisation And Practice In Sustainable Urban Development, Lubna Raheem Al-Azzawi

Iraqi Journal of Architecture and Planning

Urb-poiesis is a new term formed from the two words `urban' and `poiesis', which refer to the autopoietic and allopoietic phenomena of urban systems, as defined in relation to SUD. The research developed a new theory to investigate the typology of city system behaviour. Thus, a new model of theoretical relationships based on the Urb-poiesis definition is proposed to create a dual association with identity as the driving force behind the city. The methodology followed a logical, stepwise approach to transforming qualitative data into quantitative data, using a semantic differential scale (SDS) of Urb-poiesis represented by identity from the flow …