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Oxide Failures In Sic Power Mosfets, Kate L. Smith May 2026

Oxide Failures In Sic Power Mosfets, Kate L. Smith

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Ramp to breakdown (RTBD), constant voltage time dependent dielectric breakdown (CVS-TDDB), and low-field long term (LFLT) tests were performed on commercially available silicon carbide MOSFETs from four manufacturers in discrete, TO-247 packaging (A, B, C, and D). Voltage and temperature stress factors are examined for their impact on oxide breakdown. “High temperature gate bias stress test of silicon carbide MOSFETs from multiple manufacturers were performed. It was found that some extrinsic oxide failures are an ongoing problem. The results of the tests and lifetime analysis are presented” (Oxide Failures in SiC Power MOSFETs).


Lightweight Attestation Techniques For The Industrial Internet Of Things, Syed Owais Athar May 2026

Lightweight Attestation Techniques For The Industrial Internet Of Things, Syed Owais Athar

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

The Industrial Internet of Things (IIoT) has transformed critical infrastructure by integrating programmable logic controllers (PLCs) with connected sensors, actuators, and supervisory systems. While these advancements enhance operational efficiency, they also increase exposure to sophisticated cyber-physical threats, particularly through malicious modifications of PLC programs. Existing attestation methods either impose significant computational burdens by performing continuous verification or rely on detailed physical models that are often impractical to maintain across heterogeneous environments.

The first part of this thesis focuses on DuAtt, a dual-layer attestation scheme that integrates a physical process–based anomaly detection mechanism with a targeted attestation of the PLC program. …


The Value Of Difficulty In Engineering Education To Professional Work Experience Of Early Career Engineers: A Multiple Case Study, Nosakhare Iyobosa Idiaghe May 2026

The Value Of Difficulty In Engineering Education To Professional Work Experience Of Early Career Engineers: A Multiple Case Study, Nosakhare Iyobosa Idiaghe

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Engineering education has long been characterized by rigor, intensity, and selective sorting, conditions often justified as necessary for producing capable engineers. Yet, despite the widespread assumption that academic hardship prepares students for professional practice, relatively little empirical work has examined how graduates themselves interpret the value of these difficult experiences once they enter the workforce. This dissertation addresses that gap by investigating how early-career engineers make sense of the difficulty encountered in their undergraduate education and how those experiences compare to the challenges of engineering practice.

Using a qualitative multiple‑case study design, the research draws on semi‑structured interviews with eight …


Leading While Black: An Examination Of The Black Supervisor Experience Overseeing White Subordinates In Higher Education, Colette Marie Tobias May 2026

Leading While Black: An Examination Of The Black Supervisor Experience Overseeing White Subordinates In Higher Education, Colette Marie Tobias

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

This study examines how systemic racism and social capital hierarchies shape the supervisory experiences of Black supervisors. While existing literature has explored leadership and race, it has not fully examined how systemic racism shape Black supervisors’ experiences or how social capital hierarchies play into the behavioral responses of white subordinates. This study addresses that gap by centering the lived experiences of Black supervisors within higher education.

Grounded in narrative inquiry, this research focuses on how participants make meaning of their experiences through their stories. Data was collected through semi-structured interviews and reflective journals with 19 Black supervisors who had at …


Examining Associations Between Cognitive Factors And Behavior To Promote Culturally Responsive Teaching In Middle School Math: A Conceptual Replication Study, Ashley Struebing May 2026

Examining Associations Between Cognitive Factors And Behavior To Promote Culturally Responsive Teaching In Middle School Math: A Conceptual Replication Study, Ashley Struebing

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

The purpose of this research was to examine the association of middle school math teachers’ cognitive processes on their use of culturally responsive teaching (CRT) practices to promote CRT in middle school math classrooms. Specifically, a quantitative, cross-sectional research design was used to conduct a conceptual replication of Comstock et al. (2023), and to extend their research by exploring the association between teachers’ self-efficacy in teaching math and their use of CRT practices. Participants in the current study were urban and rural middle school math teachers who may or may not have been involved in a CRT professional development program, …


Empowering Educators, Elevating Students: A Multifaceted Approach To Improving Student Academic Success, Amanda Huebner May 2026

Empowering Educators, Elevating Students: A Multifaceted Approach To Improving Student Academic Success, Amanda Huebner

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

This proposal examines the interrelationship between teacher professional development, collaborative planning time, and student academic achievement in rural middle schools. Drawing on data from a central Nebraska district, the study analyzes how targeted, job‑embedded professional learning and structured planning practices empower educators, reduce burnout, and increase engagement among seventh‑ and eighth‑grade students. Using an improvement‑science framework, the research seeks to inform systemic strategies that elevate both teacher efficacy and student outcomes.


A Pedagogy Of Connection: Potentials And Practices For The English Classroom, Alexandra Bissell May 2026

A Pedagogy Of Connection: Potentials And Practices For The English Classroom, Alexandra Bissell

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

In a moment characterized by rapid technological advancement and sociopolitical volatility, the academy currently faces the need to redefine what a college education can offer students and reimagine how it delivers on that promise. This dissertation proposes a pedagogy centered on the process of connection as one way that English educators at the collegiate level might approach our teaching and respond to this call. Connection is relational, but also textual and conceptual, and I contend that establishing connection as the catalyst for our pedagogical practices is a powerful way to move forward and support our students’ intellectual growth as well …


Investigating Book Challenges: Reasons For Challenges, Changes In Public Opinion, And Removals In U.S. School Districts, Makena Nail May 2026

Investigating Book Challenges: Reasons For Challenges, Changes In Public Opinion, And Removals In U.S. School Districts, Makena Nail

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

The American Library Association documented an increase in book challenges in the U.S. in recent years. These are attempts to censor or limit access to books on library and book store shelves and are mostly brought by organizations and elected officials. There is much more research on which particular books are challenged and the reasons for the challenges than on general public opinion about the need for limiting access to books (PBS, 2022; American Library Association, n.d.). Previous research demonstrates that when books are challenged, the underlying goal is protecting community values by limiting access to ideas that some believe …


Dividing To Survive, Fight, Or Ally: Understanding Terrorist Group Splintering, Makayla Wendland May 2026

Dividing To Survive, Fight, Or Ally: Understanding Terrorist Group Splintering, Makayla Wendland

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

The splintering of terrorist groups is extremely common, with members breaking from the ranks of an existing organization to establish a new, independent organization. At times, the process of splintering has produced some of the deadliest terrorist groups globally, significantly affecting the trajectory and intensity of conflict. Conversely, there are times when splintering can produce groups that quickly dissipate without having an impact. This variation in lethality frames the question at the center of this dissertation: how do splinter groups behave and operate in their conflict landscape?

I develop a new theory-based typology to explain variations in the behavior and …


Perception Of 3d Data Visualizations, Tyler Wiederich May 2026

Perception Of 3d Data Visualizations, Tyler Wiederich

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Data visualizations are powerful tools for communicating complex data structures. They are typically presented in 2-dimensional formats, such as on paper or computer screens. In recent years, technological advancements have enabled traditional data visualizations to be fully rendered in physical environments through 3D printing, offering more natural interactions. However, this style of graphical rendering remains largely unexplored in empirical evaluations with traditional charts. In this research, we conducted two experiments to assess ratio estimations across 2D and 3D charts in digital and physical environments. The first study partially replicated Cleveland and McGill’s (1984) work in perceptual tasks and expanded to …


Bridging Reaction Engineering And Polymers Design: Solvent Effects In Continuous Flow Copolymerization, Leila Ba May 2026

Bridging Reaction Engineering And Polymers Design: Solvent Effects In Continuous Flow Copolymerization, Leila Ba

Department of Chemical and Biomolecular Engineering: Dissertations, Theses, and Student Research

Poly(glycidyl methacrylate-co-methyl methacrylate) [poly(GMA-co-MMA)] is a promising functional copolymer for photoresist applications due to its reactive epoxy groups and tunable physicochemical properties. This thesis is focused on this polymer and integrates theoretical solubility prediction, thermodynamic modeling, and continuous-flow synthesis to establish quantitative structure–process–property relationships for their use in microelectronic-grade solvents.

Solubility behavior in dimethyl sulfoxide (DMSO), propylene glycol monomethyl ether (PGME), and propylene glycol monomethyl ether acetate (PGMEA) was investigated using the Hildebrand and Hansen models, Hoy group-contribution method, Polymer Genome machine-learning platform, and Flory–Huggins thermodynamic analysis of Gibbs free energy of mixing. Experimental saturation solubility measurements at 25 °C …


The Intersection Between Adolescent Pregnancy, Mental Health Concerns, Stigma, And Sex Education, Madelon Cox May 2026

The Intersection Between Adolescent Pregnancy, Mental Health Concerns, Stigma, And Sex Education, Madelon Cox

Honors Program: Senior Projects (Public)

This thesis discusses research from the past two decades focused on factors contributing to an increased risk of adolescent pregnancy and the lasting impact of that pregnancy. The consequences of being a pregnant adolescent can be compounded by race, gender, socioeconomic class, and access to education. Adolescent pregnancy also carries significant physical and mental health risk for the adolescent and the child. Awareness and various interventions can help pregnant adolescents or those who may be at risk for adolescent pregnancy to support them, prevent isolation, and reduce further negative mental health conditions, such as depression and anxiety.


Comparing Awssi And Traditional Winter Metrics For Predicting Overwinter Survival Of Juvenile Walleye (Sander Vitreus), Camille N. Shifrin May 2026

Comparing Awssi And Traditional Winter Metrics For Predicting Overwinter Survival Of Juvenile Walleye (Sander Vitreus), Camille N. Shifrin

Honors Program: Senior Projects (Public)

Winter conditions are an important driver of recruitment variability in freshwater fishes, yet winter severity is often characterized using single climate metrics. These simplified approaches may not capture the cumulative stress experienced by fishes during winter. The Accumulated Winter Season Severity Index (AWSSI) integrates multiple components of winter climate and may therefore provide a more biologically relevant indicator of overwinter survival. In this study, we compared AWSSI with traditional winter severity metrics to explain interannual variation in overwinter survival of juvenile Walleye (Sander vitreus) in Harlan County Reservoir, Nebraska. Model comparisons using Akaike’s Information Criterion (AIC) indicated that …


Substance Use And Childhood Environment In Adolescent Head Injury: Examining The Effects Of Race, Jessica A. Phelps May 2026

Substance Use And Childhood Environment In Adolescent Head Injury: Examining The Effects Of Race, Jessica A. Phelps

Department of Sociology: Dissertations, Theses, and Student Research

Adolescents participating in sports are at an increased risk of concussion, which is particularly important given the difficulties with cognitive function, emotion regulation, and impulsivity that may occur as a result of this brain injury. These symptoms can predispose adolescents to subsequent concussions, leading to further damage during a critical time in neurodevelopment which can result in mental health disorder development in adulthood. It is crucial to understand what factors may predispose youth to increased rates of concussion for these reasons. As such, this paper explored whether race/ethnicity, gender, grade in school, childhood environment, and risk-taking behaviors were associated with …


Optimization Of The Baffle Geometry Of A Circular Culvert Outlet Structure To Maximize Energy Dissipation, Kiarash Shirmahi May 2026

Optimization Of The Baffle Geometry Of A Circular Culvert Outlet Structure To Maximize Energy Dissipation, Kiarash Shirmahi

Department of Civil and Environmental Engineering: Dissertations, Theses, and Student Research

High-velocity flow at culvert outlets can lead to significant soil erosion and damage to downstream infrastructure, particularly in agricultural regions where land protection is critical. Circular culverts, commonly used in transportation systems, are especially susceptible to this issue due to flow acceleration caused by geometric constraints and installation angles. Despite extensive research on energy dissipation in rectangular culverts, limited attention has been given to circular configurations. This study addresses this gap by evaluating the hydraulic performance of baffle systems designed to reduce outlet energy in circular culverts.

A series of laboratory experiments was conducted using a scaled physical model of …


Leveraging Code Embeddings To Identify And Address Blind Spots In Benchmark Creation, Charles Moloney May 2026

Leveraging Code Embeddings To Identify And Address Blind Spots In Benchmark Creation, Charles Moloney

School of Computing: Dissertations, Theses, and Student Research

Formal software verification remains critical for early vulnerability detection, yet benchmarking these tools is costly and often reliant on centralized datasets such as SV-COMP. While such repositories enable standardized evaluation, they introduce risks of overfitting and bias, particularly due to first-party benchmark contributions. To address these limitations, we extend ARG-V, our tool for generating SV-COMP-compatible benchmarks from real-world Java code, with a novel approach of using code embedding techniques to selectively sample from mined code. By leveraging Nomic Embed Code and a cosine-based Minimum Hyperspherical Energy (MHE) objective, we systematically select and transform benchmarks from scraped GitHub code that …


Application Of Maritime Non-Line-Of-Sight Relay Attack On Wireless Digital Communication, Nathan Meyer May 2026

Application Of Maritime Non-Line-Of-Sight Relay Attack On Wireless Digital Communication, Nathan Meyer

School of Computing: Dissertations, Theses, and Student Research

As wireless communication becomes increasingly prevalent, securing information over wireless channels is an ongoing challenge, especially in maritime environments where communication depends on radio links. While higher layer wireless attacks have been widely studied, lower level physical-layer relay attacks in maritime settings have received less attention. This thesis presents a simulation of a maritime relay attack in a beyond line-of-sight wireless environment for study. A three antenna communication model is developed where a legitimate transmitter sends a digital wireless signal, an attacking antenna intercepts, modifies, and retransmits the signal, and a final receiver observes both the direct and relay transmission. …


Quantitative Genetics, Genomics, And Phenomics In Maize And Sorghum, Nikee Shrestha May 2026

Quantitative Genetics, Genomics, And Phenomics In Maize And Sorghum, Nikee Shrestha

Complex Biosystems Program: Dissertations and Student Research

Generating the best crop varieties and hybrids requires identifying genes associated with the phenotype of interest and screening thousands of varieties across multiple locations. Quantitative genetics, along with comparative genomics, phenomics, and machine learning approaches, can help us identify target genes associated with the phenotype of interest to develop the right genotypes. Satellite platforms offer logistical and technical advantages in scalability and accessibility and could facilitate plot-level predictions, especially with steadily improving spatial resolution, thereby empowering the large-scale screening of thousands of genotypes across diverse locations. In the first chapter, I evaluated over 20,000 plot-level images of over 80 hybrid …


The Goad, The Bad, & The Ugly: The Livestreamed Vice Signaling & Body Fascism Of Clavicular & Asmongold, Jacob T. Fry May 2026

The Goad, The Bad, & The Ugly: The Livestreamed Vice Signaling & Body Fascism Of Clavicular & Asmongold, Jacob T. Fry

Department of Communication Studies: Dissertations, Theses, and Student Research

This thesis explores the rhetorical, material, and symbolic implications of fascist livestreaming in the United States through two popular streamers: Clavicular and Asmongold. These two streamers represent a small slice of the rise of different reactionary rhetorics online and how the use of different masculine subcultures—in this case ‘Looksmaxxing’ or Gamer inspired rhetoric—are used as ideological texts for white male supremacy. Whether in front of the glow of their gaming monitor or the flashing lights of a nightclub, the livestreaming of the body, home, relationships, and lifestyles challenge rhetorical conceptions of style, the ‘public/private sphere,’ and political communication. As different …


Clinical Case Study: The Effects Of Task Dynamics And Saltatory Pneumotactile Stimulation On Cerebral Oxygenation, Cognitive Performance, And Sensorimotor Function In An Adult Following Left Ischemic Mca Stroke, Bridget Slagle May 2026

Clinical Case Study: The Effects Of Task Dynamics And Saltatory Pneumotactile Stimulation On Cerebral Oxygenation, Cognitive Performance, And Sensorimotor Function In An Adult Following Left Ischemic Mca Stroke, Bridget Slagle

College of Education and Human Sciences: Dissertations, Theses, and Student Research

In the chronic stage of stroke recovery, neuroplasticity is thought to require external influence, and is often considered to be experience-dependent, or “Hebbian,” plasticity. Current studies have been investigating multiple ways to induce plasticity to enhance recovery, including investigating the role of sensory stimulation in cortical priming to enhance the effects of rehabilitation interventions.

This case study of an 80-year-old female with aphasia after L-MCA ischemic stroke included 18 neurotherapeutic sessions over 10 weeks. Each session included pneumotactile somatosensory stimulation to the glabrous hand and perioral face, delivered to both the left and right side via the GALILEO, as well …


Beyond The Cycle: How Menstruation Influences Gender Identity And Well-Being In Binary And Non-Binary Adults, Rin Nguyen May 2026

Beyond The Cycle: How Menstruation Influences Gender Identity And Well-Being In Binary And Non-Binary Adults, Rin Nguyen

College of Education and Human Sciences: Dissertations, Theses, and Student Research

Approximately 1.8 billion people worldwide menstruate, including transgender and gender-diverse (TGD) people, yet their experiences remain underrepresented in research. Given that menstruation can affect gender alignment and psychological well-being, understanding its impact on TGD people is critical. Gender congruence, or alignment between one’s gender identity and expression, is a key factor influencing well-being, with research linking it to reduced depression and anxiety. Furthermore, emerging research on gender euphoria, the joy experienced when gender congruence is experienced, suggests it may serve as a protective factor for mental health and well-being. Gender euphoria has been associated with reduced psychological distress and increased …


Bright Star: A Lighting Design, A Study On The Emotional Impact Of Lights, Dean J. Bressler May 2026

Bright Star: A Lighting Design, A Study On The Emotional Impact Of Lights, Dean J. Bressler

Johnny Carson School of Theatre and Film: Theses, Student Research, and Creative Work

The purpose of this thesis will be to observe, analyze, and evaluate the design process and production for the musical Bright Star Written and composed by Steve Martin and Edie Brickell, Produced by the Johnny Carson School of Theatre and Film’s in house production company the Nebraska Repertory Theatre Company in collaboration with the University of Nebraska’s Glen Korff School of Music. Performed in the Howell Memorial Theatre from April 16th, 2026, to April 26th, 2026. Bright star was directed by Bobby Pieranunzi, the dance captain for the original Broadway performance of Bright Star in 2016, …


The Detection Of Morbidity Using A Remote Sensing Ear Tag On Newly Received Steers And Feedlot Performance And The Effects Of Feeding Experior And Optaflexx On Carcass Characteristics And Meat Tenderness In Beef Steers, Lauryn O. Smidt May 2026

The Detection Of Morbidity Using A Remote Sensing Ear Tag On Newly Received Steers And Feedlot Performance And The Effects Of Feeding Experior And Optaflexx On Carcass Characteristics And Meat Tenderness In Beef Steers, Lauryn O. Smidt

Department of Animal Science: Dissertations, Theses, and Student Research

Two experiments were conducted to evaluate the effects of remote sensing health technology and growth-promoting feed additives on feedlot cattle performance, health outcomes, and carcass characteristics. In the first study, 638 crossbred steers (initial BW = 270 kg; SD = 18.6 kg) were used in a randomized block design to assess the effectiveness of a remote sensing ear tag (RST; HerdDogg, Seward, Nebraska) versus conventional pen-rider observation (PR) for detecting morbidity during a 35-d receiving period and subsequent 180-d finishing period. No differences were detected between PR and TAG for ending BW, average daily gain (ADG), dry matter intake (DMI), …


Carcass Mass And Cooling Dynamics As Determinants Of Beef Color, Tenderness, And Dark-Cutting Risk, Grace C. Johnson May 2026

Carcass Mass And Cooling Dynamics As Determinants Of Beef Color, Tenderness, And Dark-Cutting Risk, Grace C. Johnson

Department of Animal Science: Dissertations, Theses, and Student Research

Discoloration in beef has important implications to the beef industry. Dark-cutting (DC) beef remains one of the most economically significant color defects; however, industry prevalence has only marginally declined (≈ 0.1%) despite mitigation efforts. This lack of improvement largely stems from research focused on pre-harvest stress and glycogen depletion leading to dark, firm, and dry (DFD) beef. However, not all darkcutting beef originates from DFD phenotypes. Atypical dark-cutting (ATDC) phenotypes have recently been observed and do not exhibit the classic metabolic indicators of DFD. This trend coincides with steadily increasing carcass weights in the beef industry and raises the possibility …


Measuring Urban Space: A Spatial Framework For Transit Stop Siting, Michael R. Leiting May 2026

Measuring Urban Space: A Spatial Framework For Transit Stop Siting, Michael R. Leiting

Architecture Masters of Science Program: Theses

Urban investment projects, particularly those related to transit infrastructure, are often evaluated through quantitative metrics that emphasize economic output, proximity, and development potential. While these measures provide useful benchmarks, they offer limited insight into the spatial conditions that shape how environments are structured, navigated, and occupied at the human scale. As a result, sites that appear comparable through conventional metrics may produce fundamentally different spatial experiences.

This thesis develops a drawing-based framework for evaluating spatial conditions across multiple urban sites. Four primary conditions, Urban Form, Threshold, Mobility, and Public Realm, are analyzed through standardized drawings and translated into corresponding indices. …


After Antiquity: Between Preservation And Disappearance, Elizabeth Pernicek May 2026

After Antiquity: Between Preservation And Disappearance, Elizabeth Pernicek

Architecture Masters of Science Program: Theses

This thesis investigates how architectural remnants evolve from sacred or civic monuments into global spectacles and how these transformations reveal the relationship between architecture, power (be it political or otherwise), and cultural memory and significance. Through studying cycles of sacredness, destruction, and spectacle, this thesis explores architecture’s role as a living record of cultural transformation.

This thesis proposes that architectural remnants do not passively exist after their moment of rupture, but are actively shaped through systems of preservation, authority, and cultural framing. While remnants appear to operate as historical artifacts, they are in fact continuously rewritten through intervention, restoration, and …


From Prairie To Practice: Forensic Taphonomy, Ethics, And Regional Ecology In Southeastern Nebraska, Jessica F. L. Gammage May 2026

From Prairie To Practice: Forensic Taphonomy, Ethics, And Regional Ecology In Southeastern Nebraska, Jessica F. L. Gammage

Department of Anthropology: Theses and Student Research

Forensic taphonomy examines the postmortem processes that affect human remains within specific environmental contexts and plays a critical role in medicolegal death investigation. Despite significant advances in decomposition research, experimental studies remain geographically and environmentally uneven, limiting the transferability of postmortem interval (PMI) estimation methods across regions. The Central Great Plains are underrepresented in forensic taphonomic research despite its distinct ecological and geomorphological characteristics.

This thesis evaluates southeastern Nebraska as a specific regional setting for forensic taphonomic research by integrating ecological, pedological, and geomorphological data with current forensic literature. Tallgrass prairie vegetation, loess-derived soils, seasonal moisture variability, and dynamic fluvial …


Rehumanizing Anatomized Individuals: Using Osteobiographies As A Step Towards Reparative Justice, Lillie C. Turpin May 2026

Rehumanizing Anatomized Individuals: Using Osteobiographies As A Step Towards Reparative Justice, Lillie C. Turpin

Department of Anthropology: Theses and Student Research

In 1985, India banned the export of human remains. This ended the major trade route for primarily US and European anatomical supply companies. Until this point, companies like Carolina Biological Supply exploited and erased vulnerable people's identities, molding them into anonymous anatomical specimens. This study investigates the life and postmortem history of twenty-five individuals, previously used as anatomical specimens, housed at the University of Nebraska–Lincoln. Using an osteobiographical approach, this research reconstructs aspects of these individuals' lived experiences and examines how anatomical preparation practices reflect structural violence and apathy.

Skeletal analysis of twenty-five individuals revealed a range of biological profiles, …


Non-Destructive Automated Classification Of Human And Large Mammal Long Bone Fragments: A Deep Learning Approach Using Micro-Ct Histomorphology And Grad-Cam Interpretation, Kathleen Marie Kelley May 2026

Non-Destructive Automated Classification Of Human And Large Mammal Long Bone Fragments: A Deep Learning Approach Using Micro-Ct Histomorphology And Grad-Cam Interpretation, Kathleen Marie Kelley

Department of Anthropology: Theses and Student Research

This study explores the development and validation of an automated, deep learning system designed to differentiate human from large mammal long bone fragments using micro-CT imagery. A comprehensive dataset of cross-sectional µCT images was assembled from human and animal skeletal material processed at the DPAA, Nebraska. A convolutional neural network (CNN) based on a ResNet-18 architecture, utilizing transfer learning from ImageNet weights, was trained to classify µCT images as human or animal. The model achieved a mean classification accuracy of 89.85% (± 8.27%) across five sample-level cross-validation folds, with a sensitivity of 96.21% and a 95% bootstrap confidence interval of …


A New Electroencephalography Electrode Design For Curly And Kinky Hair Types, Elena Butler May 2026

A New Electroencephalography Electrode Design For Curly And Kinky Hair Types, Elena Butler

Department of Agricultural and Biological Systems Engineering: Dissertations, Theses, and Student Research

Medical discrimination and implicit bias are present in both societal systems and into the design and validation of medical devices. Traditional electroencephalography (EEG) systems often fail to provide reliable physiological recordings on curly and kinky hair types (3B–4C), associated typically with Black American and others of African descent. EEG on these hair types often results in high electrode-scalp impedance, poor signal quality, and participant discomfort. Consequently, such technical biases contribute to the underrepresentation of these populations in neuroscience research and clinical diagnostics, while simultaneously limiting equitable access to EEG-based medical care.

To address this gap, a novel conductive electrode attachment …