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Hollow Nickel-Iron Nanoshells As Electrocatalysts For The Oxygen Evolution Reaction, Jonathan Batey May 2026

Hollow Nickel-Iron Nanoshells As Electrocatalysts For The Oxygen Evolution Reaction, Jonathan Batey

Chemistry & Biochemistry Undergraduate Honors Theses

The development of highly active and affordable catalysts for the oxygen evolution reaction is crucial to achieve a future where hydrogen is generated cleanly using renewable methods. Ni-Fe nanocatalysts show great promise in this area, as they are affordable and highly active. However, to overcome the industrial dominance of steam methane reforming, their activity needs improvement. This work aims to increase the activity of Ni-Fe nanocatalysts by making hollow nanostructures. Hollow Ni-Fe nanostructures were synthesized by coating a Cu template with Ni and Fe, followed by the etching of the Cu template. This left hollow Ni-Fe nanoshells, which were used …


That Song Sounds Familiar: An Analysis Of U.S. Copyright Considerations In Popular Music, Jessica Johnson May 2026

That Song Sounds Familiar: An Analysis Of U.S. Copyright Considerations In Popular Music, Jessica Johnson

Honors Theses

Much of popular music has started to bear resemblance to songs of the past as artists rely on techniques, including sampling and interpolations, to ensure their song is a guaranteed hit. But what are the legal implications behind that, and is the line between inspiration and copying getting blurred? This thesis aims to consider the precedent of copyright law as applied to modern musical works and how the landscape of popular music has evolved over time to raise more copyright concerns. It also looks at two modern case studies of musical inspiration that have resulted in legal claims: the song …


Mary Margaret ("Meg") Penrose, Mary Margaret Penrose May 2026

Mary Margaret ("Meg") Penrose, Mary Margaret Penrose

Faculty CVs

No abstract provided.


Huyen Pham, Huyen Pham May 2026

Huyen Pham, Huyen Pham

Faculty CVs

No abstract provided.


Aaron Retteen, Aaron Retteen May 2026

Aaron Retteen, Aaron Retteen

Faculty CVs

No abstract provided.


A Baseline Study Of Artificial Intelligence Use Among Chemical Engineering Undergraduates At The University Of Arkansas, Natalie J. Erickson May 2026

A Baseline Study Of Artificial Intelligence Use Among Chemical Engineering Undergraduates At The University Of Arkansas, Natalie J. Erickson

Chemical Engineering Undergraduate Honors Theses

In recent years, artificial intelligence (AI) has shifted from a novel innovation to a tool used in daily life, particularly within higher education. While anecdotal evidence suggests high levels of student engagement with AI, empirical data regarding usage patterns remains limited. This baseline study investigates AI integration among undergraduate chemical engineering students at the University of Arkansas. Through an anonymous survey (N=68; comprising 20 freshmen, 14 sophomores, 16 juniors, and 18 seniors), researchers assessed usage frequency, student comfort levels, and their evolving relationship with AI tools. The findings reveal that 75% of respondents utilize AI for coursework at least once …


Surface-Functionalized Silica Nanoparticles For Enhanced Bioavailability In Ophthalmic Mucoadhesive Drug Delivery Applications, Kaylee M. Drake May 2026

Surface-Functionalized Silica Nanoparticles For Enhanced Bioavailability In Ophthalmic Mucoadhesive Drug Delivery Applications, Kaylee M. Drake

Chemical Engineering Undergraduate Honors Theses

This study investigates the stimuli-responsive behavior of porcine gastric mucin (PGM) as a model for the conjunctival mucous membrane of the human eye to optimize mucoadhesive ophthalmic drug delivery. As a versatile biopolymer, PGM has a dynamic matrix structure that functions as a selectively permeable barrier, regulating transport across mucosal membranes. To improve drug bioavailability and retention in ocular treatments, silica nanoparticles (SiNPs) were modified with varying surface functional groups and incorporated into the mucin at different physiological pH levels to examine the resulting microstructural changes. Leveraging the amphiphilic and negatively charged characteristics of mucin, positively charged and hydrophobic SiNPs …


Design Of Aluminum-Air Battery Systems And Optimization Of Cetyltrimethylammonium Bromide And 8-Hydroxyquinoline Additives In Alkaline Electrolytes, Steve Chen May 2026

Design Of Aluminum-Air Battery Systems And Optimization Of Cetyltrimethylammonium Bromide And 8-Hydroxyquinoline Additives In Alkaline Electrolytes, Steve Chen

Chemical Engineering Undergraduate Honors Theses

The first portion of this thesis focuses on the design and component optimization of aluminum-air batteries to power a car for the Chem-E-Car competition. A range of separators, cathodes, and current collectors was evaluated to determine the optimal configuration for maximizing output. The resulting system consisted of 1000 series aluminum as the anode, cellulose separators saturated in 1 M potassium hydroxide as the electrolyte, and composite PVDF and graphite as the cathode. The improved batteries achieved a power density of 2.14 x 10-4 W/cm2 and were utilized for the Chem-E-Car competition. The second portion of the thesis investigates …


Electrochemical And Mechanical Evaluation Of Cellulose Acetate Electrolyte Films As A Function Of Polyetherimide And Polyethylene Glycol Additives For Supercapacitor Applications, Chase E. Golden May 2026

Electrochemical And Mechanical Evaluation Of Cellulose Acetate Electrolyte Films As A Function Of Polyetherimide And Polyethylene Glycol Additives For Supercapacitor Applications, Chase E. Golden

Chemical Engineering Undergraduate Honors Theses

Polymer electrolytes for supercapacitor applications require a balance between mechanical robustness and electrochemical performance. In this study, cellulose acetate (CA) films were modified with additives such as polyetherimide (PEI) and polyethylene glycol (PEG) to test how compositional changes influence mechanical performance, ionic conductivity, and electrochemical charge storage. Films were cast using phase inversion, soaked in a 1 M NaCl aqueous solution, and characterized using Fourier-transform infrared spectroscopy (FTIR), electrochemical impedance spectroscopy (EIS), cyclic voltammetry (CV), and tensile testing. Films were also evaluated based on fluid uptake for insight into electrolyte retention.

Characterizations show that the addition of PEI increased ionic …


Performance Of Zirconia-Based Catalysts For Cold Plasma-Assisted Dry Methane Reforming, Levi Pile May 2026

Performance Of Zirconia-Based Catalysts For Cold Plasma-Assisted Dry Methane Reforming, Levi Pile

Chemical Engineering Undergraduate Honors Theses

This study investigates the performance of zirconia-based catalysts in non-thermal plasma (NTP)–assisted dry methane reforming (DMR) for synthesis gas (syngas) production. This work explores an alternative pathway for converting carbon dioxide and methane into valuable products under milder conditions than conventional thermal processes. Experiments were conducted in a radiofrequency plasma reactor to evaluate the effects of plasma power, feed flow rate, and reactant ratios on conversion efficiency. The performance of plasma-only conditions was compared with packed-bed systems using zirconia catalysts. Results show that plasma-only systems achieved modest conversion rates (~16.5% for CH4 and ~12.0% for CO2), while …


Cationic Polymer-Grafted Magnetic Nanoparticles For Enhanced Removal Of Anionic Dyes From Wastewater, Joia A. Traver May 2026

Cationic Polymer-Grafted Magnetic Nanoparticles For Enhanced Removal Of Anionic Dyes From Wastewater, Joia A. Traver

Chemical Engineering Undergraduate Honors Theses

Water scarcity and pollution are escalating global challenges, with textile industry wastewater often enriched with toxic dyes posing significant risks to environmental and human health. These contaminants increase turbidity, reduce dissolved oxygen levels, and ultimately impair aquatic ecosystems. This thesis focuses on the remediation of dye-contaminated water using nanoscale polymeric adsorbents. Methyl orange, a common anionic dye widely used in textile and leather industries, was selected as the model contaminant due to its terminal sulfonate group, which enables strong electrostatic and hydrogen-bonding interactions with cationic functional materials.

In this work, magnetic nanoparticles grafted with cationic polymers were synthesized and evaluated …


Demonstration Of The Relationship Between Irwin Spire Quantity And Boundary Layer Depth In The Chemical Hazards Research Center Wind Tunnel, Jace D. Beckwith May 2026

Demonstration Of The Relationship Between Irwin Spire Quantity And Boundary Layer Depth In The Chemical Hazards Research Center Wind Tunnel, Jace D. Beckwith

Chemical Engineering Undergraduate Honors Theses

Atmospheric Dispersion Models (ADMs) are computer-based simulations used to model gas releases for enforcing regulatory compliance, designing facilities, and responding to emergencies. Because ADMs rely on complex mathematical models, they require experimental validation to ensure accuracy. Wind tunnels offer a controlled, repeatable method for gathering validation data. The Chemical Hazards Research Center (CHRC) at the University of Arkansas operates an ultra-low speed wind tunnel for this purpose. A key feature of this tunnel is its simulated Atmospheric Boundary Layer (ABL). The simulated ABL is a turbulent layer in which wind speed increases logarithmically with height from near zero at the …


Sumset Lower Bounds In Abelian Groups, Van T. Huynh May 2026

Sumset Lower Bounds In Abelian Groups, Van T. Huynh

Honors Theses

This thesis investigates sumset lower bounds across discrete and continuous settings. We begin with general inequalities in torsion-free abelian groups and then specialize to the integers modulo prime p, where we present the Cauchy–Davenport Theorem, which establishes the bound ∣A+B∣≥min(p,∣A∣+∣B∣−1). The equality case is further examined via Vosper's Theorem, which characterizes subsets attaining this bound as arithmetic progressions under suitable conditions. The continuous analogue in Euclidean spaces is then considered, where cardinality is replaced by Lebesgue measure. In this setting, the Brunn–Minkowski Inequality provides a sharp lower bound for the Lebesgue measure of A+B and serves as a geometric counterpart …


Reimagining The Cadenza: Bluegrass And Mozart, Linna Zheng May 2026

Reimagining The Cadenza: Bluegrass And Mozart, Linna Zheng

Honors Theses

The bluegrass-inspired cadenza for the first movement of Mozart’s Violin Concerto No. 5 is a parallel with the “Turkish” episode of Mozart’s composition. While introducing the bluegrass idiom into a Classical concerto may not be idiosyncratic, it can be understood and seen as an extension of Mozart’s own practice and approach to stylistic disruption. This approach can be understood through the concepts of Sonata Theory, revealing the cadenza as a site of productive deformation within a normative formal framework. Along with this, Robert S. Hatten’s concept of troping further supports the idea that the interaction between Classical and bluegrass idioms …


The Artificial Artist: Considering Ai’S Impact On Image Copyright, Alyse Mandelblatt May 2026

The Artificial Artist: Considering Ai’S Impact On Image Copyright, Alyse Mandelblatt

Communication Undergraduate Honors Theses

This thesis seeks to create empirical results to ground what has been a largely theoretical discussion about the effect of artificial intelligence (AI) on copyright law in the United States. AI has disrupted traditional ideas of creativity and expression, which are vital communication tools. Copyright is a regulatory agent to encourage the production of unique communication products by giving owners complete rights to their work. Copyright principles conflict with current AI model training practices. This research considers how AI literacy may provide insight into copyright knowledge and AI attitudes for prediction of how common law and AI regulation policy may …


"Deadly Imports": Populism, Demagoguery, And The Contemporary Rhetoric Of U.S. Immigration, Summer N. Wolfe May 2026

"Deadly Imports": Populism, Demagoguery, And The Contemporary Rhetoric Of U.S. Immigration, Summer N. Wolfe

Communication Undergraduate Honors Theses

This project examines former CNN and Fox Business anchor Lou Dobbs’s meteoric success to understand his rhetorical choices and appeals surrounding immigration discourse in the United States. As the first rhetorical assessment of Dobbs’s immigration rhetoric, this project centers him as a key figure who defined how U.S. culture operates within immigration discourses. The project relies on Michael Calvin McGee's work on ideographs to perform a close textual analysis of news programs featuring Dobbs to understand how ideologies about immigrants and immigration are built, circulated, and maintained in the Right’s media ecology. The project advances three arguments about Dobbs’s anti-immigration …


Illuminating The Shadows: Building An Empirical Dataset To Analyze The Shadow Docket, Natalie Marx May 2026

Illuminating The Shadows: Building An Empirical Dataset To Analyze The Shadow Docket, Natalie Marx

Senior Honors Theses

No abstract provided.


Between The One And The Many: Considering Community And Individualism - Opening Essay, John Schmalzbauer May 2026

Between The One And The Many: Considering Community And Individualism - Opening Essay, John Schmalzbauer

eJournal of Public Affairs

This issue had its genesis thirty years ago at a campus lecture, a lecture that helped launch Missouri State University’s public affairs mission. Speaking on the “moral crisis in American public life,” sociologist Robert Bellah criticized the toxic individualism of the global elite, calling for a renewed commitment to the common good. Addressing an audience of 1,700 students, faculty, and local residents, Bellah ignited a community-wide discussion that reverberated across university classrooms, Ozarks congregations, and in the pages of the Springfield News-Leader.

Bellah’s questions remain no less relevant today: How can we balance individualism with our shared commitments? How …


Are We Still Bowling Alone – Part Iii: Our Diminished Life In Public And Its Consequences, Kenneth Woodward May 2026

Are We Still Bowling Alone – Part Iii: Our Diminished Life In Public And Its Consequences, Kenneth Woodward

eJournal of Public Affairs

Editor’s note. The following is based on a panel session from the 2024 Public Affairs Conference, presented by Nancy Ammerman, Harry Bruinius, and Kenneth Woodward. The panel was a reflection on what has happened since authors Robert Putnam and Robert Bellah issued warnings on the decline of community in America.


Changes In Opioid Prescribing Patterns In Opioid Naive Patients Can Translate To Improved Outcomes In The Opioid Non-Naive Patients With Anterior Cervical Surgery: A Michigan Spine Surgery Improvement Collaborative (Mssic) Study, Anisse Chaker, Geoff Kahn, Michael Melhem, Jian-Hui Hu, Kari Jarabek, Heegook Yeo, Bhargav Ayloo, Trevor Ruesch, Adam Junn, Jad Khalil, Kenneth Easton, Richard Easton, Doris Tang, Miguelangelo Perez-Cruet, Noojan Kazemi, Ilyas Aleem, Muwaffak Abulhak, David Nerenz, Victor Chang May 2026

Changes In Opioid Prescribing Patterns In Opioid Naive Patients Can Translate To Improved Outcomes In The Opioid Non-Naive Patients With Anterior Cervical Surgery: A Michigan Spine Surgery Improvement Collaborative (Mssic) Study, Anisse Chaker, Geoff Kahn, Michael Melhem, Jian-Hui Hu, Kari Jarabek, Heegook Yeo, Bhargav Ayloo, Trevor Ruesch, Adam Junn, Jad Khalil, Kenneth Easton, Richard Easton, Doris Tang, Miguelangelo Perez-Cruet, Noojan Kazemi, Ilyas Aleem, Muwaffak Abulhak, David Nerenz, Victor Chang

Conference Presentation Abstracts

Introduction: Though often necessary for adequate analgesia after spine surgery, continued opioid use can lead to chronic dependency. The Michigan Spine Surgery Improvement Collaborative (MSSIC) has demonstrated in prior work the promise of utilizing a multi-institutional morphine milliequivalent (MME) cutoff for elective anterior cervical surgery in the opioid naıve population. However, the effect of this cutoff in patients who were already on opioids pre-operatively have not previously been studied. The goal of this study was to evaluate whether changes in prescribing patterns in the opioid naıve population would also translate to the non-naıve populations, and whether the non-naıve population would …


Implementation Of A Multi-Institutional Enhanced Recovery After Surgery (Eras) For Elective Spine Surgery: Two-Year Michigan Spine Surgery Improvement Collaborative (Mssic) Experience, Anisse Chaker, Kylie Springer, Kari Jarabek, Michael Melhem, Heegook Yeo, Jian-Hui Hu, Jad Khalil, Kenneth Easton, Richard Easton, Doris Tong, Miguelangelo Perez-Cruet, Noojan Kazemi, Ilyas Aleem, Muwaffak Abulhak, Victor Chang May 2026

Implementation Of A Multi-Institutional Enhanced Recovery After Surgery (Eras) For Elective Spine Surgery: Two-Year Michigan Spine Surgery Improvement Collaborative (Mssic) Experience, Anisse Chaker, Kylie Springer, Kari Jarabek, Michael Melhem, Heegook Yeo, Jian-Hui Hu, Jad Khalil, Kenneth Easton, Richard Easton, Doris Tong, Miguelangelo Perez-Cruet, Noojan Kazemi, Ilyas Aleem, Muwaffak Abulhak, Victor Chang

Conference Presentation Abstracts

Introduction: Enhanced Recovery After Surgery (ERAS) protocols have been introduced to several surgical specialties with the intention to reduce peri-operative adverse events and improve various health-system quality metrics including length of stay and patient satisfaction. Though this has been studied in the setting of spine surgery, the vast majority are single institution protocols biased toward academic teaching hospitals. There is a paucity of literature studying the utilization of a multi-institutional ERAS protocols that is applicable to community hospitals without associated training programs. We present the Michigan Spine Surgery Improvement Collaborative (MSSIC) two-year experience implementing a multi-institutional ERAS protocol for elective …


The Impact Of Covid-19 On Spine Surgery: Temporal Trends In Complications And Patient-Reported Outcomes Across A Statewide Cohort, Ali Mehaidli, Richard Easton, Ahmad Almaat, Gary George, Alqasim Elnaggar, Victor Chang, Doris Tong, Jad Khalil, Kevin Taliaferro May 2026

The Impact Of Covid-19 On Spine Surgery: Temporal Trends In Complications And Patient-Reported Outcomes Across A Statewide Cohort, Ali Mehaidli, Richard Easton, Ahmad Almaat, Gary George, Alqasim Elnaggar, Victor Chang, Doris Tong, Jad Khalil, Kevin Taliaferro

Conference Presentation Abstracts

Introduction: The COVID-19 pandemic caused major disruptions in elective surgical care, including spine surgery, due to widespread hospital restructuring and resource limitations. Although previous studies have examined surgical volumes and safety during the pandemic, limited data exist on how outcomes varied across multiple phases of the pandemic, especially in real-world, multicenter spine surgery populations. Material and Methods: This retrospective cohort study used data from the Michigan Spine Surgery Improvement Collaborative (MSSIC) to compare outcomes in patients undergoing lumbar or cervical spine surgery across four COVID-19 timeframes: pre-COVID (1/2019-2/2020), onset-COVID (3/2020-9/2020), active-COVID (10/2020-2/2022), and post-COVID (3/2022- 12/2022). Patient demographics, surgical characteristics, …


Halo Effect Of Prescribing Guidelines For Opioid Naive Patients Translates To Opioid Non-Naive Patients Undergoing Lumbar Decompression: A Michigan Spine Surgery Improvement Collaborative (Mssic) Study, Anisse Chaker, Geoff Kahn, Michael Melhem, Jian-Hui Hu, Kari Jarabek, Heegook Yeo, Jawad Saad, Abdullah Al-Tekreeti, Kenneth Easton, Jad Khalil, Richard Easton, Doirs Tong, Miguelangelo Perez-Cruet, Noojan Kazemi, Ilyas Aleem, Muwaffak Abulhak, David Nerenz, Victor Chang May 2026

Halo Effect Of Prescribing Guidelines For Opioid Naive Patients Translates To Opioid Non-Naive Patients Undergoing Lumbar Decompression: A Michigan Spine Surgery Improvement Collaborative (Mssic) Study, Anisse Chaker, Geoff Kahn, Michael Melhem, Jian-Hui Hu, Kari Jarabek, Heegook Yeo, Jawad Saad, Abdullah Al-Tekreeti, Kenneth Easton, Jad Khalil, Richard Easton, Doirs Tong, Miguelangelo Perez-Cruet, Noojan Kazemi, Ilyas Aleem, Muwaffak Abulhak, David Nerenz, Victor Chang

Conference Presentation Abstracts

Introduction: Chronic opioid dependency in spine surgery is an ongoing concern given the ongoing opioid epidemic. We have previously reported on our cohort of opioid-naıve patients, however the literature has shown that patients with opioid use at baseline are at higher risk of less favorable outcomes. Starting in 2022, MSSIC instituted state-wide prescribing guidelines for opioid naıve patients undergoing one- or two-level lumbar decompression surgery (laminectomy, laminotomy, foraminotomy, microdiscectomy) with performance goals of 80% compliance. The goal of this study was to evaluate whether there would be a form of a “halo” effect on prescribing patterns for patients with baseline …


Postoperative Ileus After Lumbar Spine Surgery: Modifiable Risk Factors And Impact On Outcomes, Ali Mehaidli, Richard Easton, Alqasim Elnaggar, Gary George, Ahmad Almaat, Victor Chang, Jad Khalil, Kevin Taliaferro May 2026

Postoperative Ileus After Lumbar Spine Surgery: Modifiable Risk Factors And Impact On Outcomes, Ali Mehaidli, Richard Easton, Alqasim Elnaggar, Gary George, Ahmad Almaat, Victor Chang, Jad Khalil, Kevin Taliaferro

Conference Presentation Abstracts

Introduction: Postoperative ileus (POI) is an infrequent but impactful complication following lumbar spine procedures. While well-characterized in abdominal surgery, spine-specific data remain limited, particularly regarding modifiable risk factors. Materials and Methods: We analyzed 41,164 patients who underwent elective lumbar spine surgery between 2018 and 2023 using the Michigan Spine Surgery Improvement Collaborative (MSSIC) registry. Multivariable generalized estimating equation models were used to identify independent risk factors for POI. We also evaluated the association between POI and postoperative outcomes, including patient-reported outcome measures (PROMs). Results: POI occurred in 1.1% of patients (n = 447). Independent risk factors included older age (RR …


Impact Of Campus Leadership Behaviors On Teacher Experiences With Burnout, Carmen Imai May 2026

Impact Of Campus Leadership Behaviors On Teacher Experiences With Burnout, Carmen Imai

Open Access Theses & Dissertations

Teacher burnout continues to be a significant concern in K-12 education, contributing to emotional exhaustion, decreased job satisfaction, teacher attrition, and negative impacts on student learning. While previous research has examined the causes and symptoms of burnout, less attention has been given to how teachers perceive the role of campus leadership in either mitigating or contributing to burnout experiences. The purpose of this qualitative phenomenological study was to explore how teachers who have experienced burnout perceive the role of campus administrators within that process. The study was guided by three research questions focused on teachers' experiences with burnout, perceptions of …


From Instructional Design To Student Experience: Engagement As Designed And Experienced In Asynchronous Graduate Education, Francisco Javier Maldonado May 2026

From Instructional Design To Student Experience: Engagement As Designed And Experienced In Asynchronous Graduate Education, Francisco Javier Maldonado

Open Access Theses & Dissertations

The expansion of asynchronous online learning in graduate education has reshaped instructional delivery; however, concerns persist regarding declining student engagement in fully online environments. While faculty often perceive engagement as sustained through structured course design and digital communication strategies, graduate students report experiences of disconnection, diminished motivation, and limited meaningful interaction. This misalignment in perception presents a significant challenge for graduate programs seeking to promote student success and retention. The purpose of this qualitative study is to explore how asynchronous online instructional practices influence graduate student engagement within a Master's-level Higher Education Leadership program. Guided by the Academic Constructs of …


Enhancing Gender Congruence And Life Satisfaction In The Borderland Through Gender-Affirming Communication Services, Kimberley Ramirez May 2026

Enhancing Gender Congruence And Life Satisfaction In The Borderland Through Gender-Affirming Communication Services, Kimberley Ramirez

Open Access Theses & Dissertations

Transgender individuals frequently encounter barriers to accessing gender-affirming healthcare, particularly within marginalized borderland communities. Communication-based gender affirmation, including voice therapy and nonverbal communication training, remains an underexplored yet essential component of transgender health and psychosocial well-being. The purpose of this study was to examine the impact of gender-affirming communication services on voice-gender congruence and life satisfaction among transgender individuals living in the U.S.-Mexico borderland region. A single-subject experimental design (ABAB) was implemented with six participants initially enrolled in the study. Four participants completed all intervention phases and were included in final analysis. Intervention consisted of individualized gender-affirming communication services targeting …


Daughters Of The Road, Kristen Marie Sche May 2026

Daughters Of The Road, Kristen Marie Sche

Open Access Theses & Dissertations

The beloved Road Novel has long been a tale submerged in the coming-of-age story following men as they search for themselves along the American highways. The genre can vary from journeys of families seeking refuge or tackling a task to men seeking answers to something missing in their lives. However eclectic the genre, it lacks in the pilgrimage of girls finding what the road can bring to them in a literary fictional context. This thesis provides a novel written in the popular genre while exploring themes of sisterhood, grief, and inclusion through the context of a hybrid form of narration …


Effective Prediction Of Martensite Start Temperature By Hybrid Machine Learning And Ethical A.I. In Materials Science, Agniprava Banerjee May 2026

Effective Prediction Of Martensite Start Temperature By Hybrid Machine Learning And Ethical A.I. In Materials Science, Agniprava Banerjee

Open Access Theses & Dissertations

The martensite start temperature Ms governs heat treatment design and mechanical property development in martensitic steel alloys. Accurate prediction of Ms from chemical composition alone would accelerate alloy development, yet existing empirical equations lack accuracy for multi-component steels and purely data-driven models provide no physically principled behavior outside their training domain. This dissertation develops a hybrid machine learning-physics framework for predicting Ms in steel alloys from composition. The MAP Cambridge dataset (1,020 cleaned records, 15 alloying elements) is processed through a five-stage cleaning pipeline and a 21-feature physics augmented representation, including the Ghosh-Olson Ms thermodynamic prediction as an explicit feature. …


The Impact Of Life Coaching On Self-Efficacy In Personal Goal Setting Among Black Educators In Arkansas, Veronica Cousette Jackson May 2026

The Impact Of Life Coaching On Self-Efficacy In Personal Goal Setting Among Black Educators In Arkansas, Veronica Cousette Jackson

Graduate Theses and Dissertations

This quantitative study examines the relationship between life coaching and self-efficacy in personal goal setting among Black educators in Arkansas, with gender explored as a moderating variable. Self-efficacy, grounded in Bandura’s (1997) social cognitive theory, is a central determinant of motivation and goal-directed behavior, influencing persistence, effort, and adaptive strategies. Although life coaching has gained recognition as a professional developmental practice, empirical research remains limited regarding its psychological effects within educator populations and its differential impact across demographic groups (Grant, 2014; Theeboom et al., 2014). This gap is particularly significant for Black educators, who experience disproportionate workforce stress and retention …