Transformer-Based Language Models For Bitcoin Market Prediction And Interpretation, Erich Gozebina

Masters Theses

"In the context of a Master's thesis in applied mathematics, this work investigates compact transformer-based language models as an instrument for Bitcoin-related predictions and decision support. The work connects three topics: the structure of the Bitcoin system and its data, the mathematical and algorithmic foundations of deep autoregressive transformers, and the design of practical training pipelines for financial applications. On this foundation, a reproducible ETL pipeline for Bitcoin data is developed and two forecasting experiments are conducted with the compact language model nanochat. The first experiment approaches the prediction of next-day price movements through autoregressive next-token generation based on structured …

Characterizing A Delay-Programmable Two-Color Femtosecond Light Source For Coherent Control Of Atomic Multi-Photon Ionization Processes, Mason Tanner Toombs

Masters Theses

"In this work a delay-programmable two-color femtosecond laser based on a chirped-seed noncollinear optical parametric amplifier was characterized. This design utilizes a titanium-sapphire crystal oscillator to generate broadband pulses of light spanning approximately 600-1200 nm, with a pulse duration of ~5 fs, repetition rate of 80 MHz, and pulse energy of ~2.5 nJ. An infrared portion of the light, spanning approximately 1020-1060 nm, is split off from the pulse and used to generate a pump beam. By dispersing the remaining seed beam and controlling the relative timing delay between the seed and the pump, tunable frequencies within the seed can …

What Kind Of Democracy Is Energy Democracy? Reconsidering Energy Democracy Through Green Democratic Theory, Eric S. Godoy

Faculty Publications - Philosophy

This study examines an energy democracy framework for guiding a just transition to renewable energy, which incorporates democratic methods and values into energy policy decision-making. But as there are a variety of models of democracy (e.g. liberal, ecological, green republican, and socialist), energy democracy is a complex normative concept, which gives rise to ambiguities and confusions. Drawing from political theory, I argue that identifying with a particular kind of democracy provides the framework with a clearer definition, richer normative grounding, and resources for addressing some limitations its critics have identified, such as the reduction of democracy to participation.

Serum Protein Signatures For Breast Cancer Detection In Treatment-Naïve African American Women Using Integrated Proteomics And Pattern Analysis, Padma Tadi Uppala, Elmer Rivera, Hyun J. Kwon, Sharon S. Lum

Faculty Publications

Breast cancer is the leading cause of cancer-related mortality in African American (AA) women. In this study we evaluated the serum proteomic profile of AA women with breast cancer using an integrated proteomic framework with multivariate pattern analysis. Using 2D-DIGE, thousands of serum protein spots were detected across 33 gels; 46 spots met criteria for presence, statistical significance, and differential expression. Proteins from the spots were identified by MALDI-TOF/TOF and matched in curated databases, highlighting serum biomarkers including ceruloplasmin, alpha-2-macroglobulin, complement component C3 and C6, alpha-1-antitrypsin, alpha-1B-glycoprotein, alpha-2-HS-glycoprotein and haptoglobin-related protein. LC-MS/MS analysis revealed 163 differentiating peptides after imputing and …

Communication Sciences And Disorders Faculty Perspectives On Collaborating With Students As Instructional Partners, Bryanna Cosman

Brehm Scholars Research

Student-faculty partnerships, such as instructional partnerships, have been shown to benefit both students and faculty members who engage in them. This form of collaboration does not commonly occur at public, comprehensive universities, especially in the field of Communication Sciences and Disorders (CSD). The purpose of this study was to understand the perspectives of CSD faculty on collaborating with students as instructional partners (IP), as there is limited research on it. IPs are students who have successfully taken a class in the recent past, attend the course in a subsequent semester, and meet after each class with the professor to discuss …

Benign Painful Soft Tissue Tumors Of The Digits: A Contemporary Review, Nethmi Withanage, Athikur Rahman, Lawrence Hurst, Samantha Muhlrad

Purpose: Benign painful tumors of the digit are commonly encountered in hand surgery yet frequently pose diagnostic challenges due to overlapping clinical presentations. This review synthesizes current evidence on eight benign soft tissue tumors and cystic lesions that commonly cause digital pain: glomus tumor, giant cell tumor of the tendon sheath (GCTTS), digital mucous cyst, digital ganglion cyst, epidermoid inclusion cyst, pyogenic granuloma, nerve sheath tumors, and angioleiomyoma.

Methods: A comprehensive review of PubMed/MEDLINE was performed, supplemented by hand surgery textbooks and online educational resources. Case series, retrospective cohort studies, and review articles were included.

Results: Each tumor exhibits a …

Proceeding Of The 31st Annual Orthopaedic Symposium June 19, 2026, David Komatsu

Proceeding of the 31st Annual

Orthopaedic Symposium

June 19, 2026

Possible Reconsideration To The Library Of Congress Classification System’S Liberal Placements Of African American Psychology And African American Social Science, Eddie Hughes

Southern University and A&M College: John B. Cade Library Publications

The Library of Congress Classification (LCC), developed by Herbert Putnam in 1897, remains the predominant system for organizing materials in U.S. academic libraries. By integrating innovations with earlier classification systems by Charles Cutter and Melvil Dewey, the LCC divides human knowledge into 21 classes, each represented by alphabetic codes. While Psychology is classified under BF and social sciences under HQ, materials on African American Psychology and African American Social Science are primarily cataloged under Class E—History of America—specifically E185.625 and E185.86. This placement raises critical questions about the appropriateness of categorizing these subjects as historical rather than disciplinary. Given African …

Improving Staff Knowledge And Consistency In Sat And Sbt Practices In The Critical Care Unit: A Quality Improvement Initiative, Morgan Crapo

Master's Theses and Capstones

Abstract

Background: Spontaneous Awakening Trails (SATs) and Spontaneous Breathing Trials (SBTs) are key components of the ICU Liberation Bundle and have been associated with shorter durations of mechanical ventilation, reduced intensive care unit (ICU) length of stay (LOS), and improvement in patient outcomes. Despite having strong evidence supporting their use, implementation remains inconsistent due to knowledge gaps, workflow barriers and interdisciplinary communication challenges.

Local Problem: This quality improvement (QI) project aimed to improve critical care nurses’ knowledge and confidence regarding the implementation of SATs and SBTs through an evidence-based educational intervention.

Methods: Guided by the Plan-Do-Study-Act (PDSA) framework, this QI …

Implementing A Nurse Re-Education Program To Promote Timely Use Of The Jada® System In The Postpartum Hemorrhage Cascade: A Quality Improvement Project, Maegan E. Doody

Master's Theses and Capstones

Background: Postpartum hemorrhage (PPH), defined as blood loss greater than 1,000 mL after delivery, is a leading cause of maternal morbidity in the United States. Identification of risk factors and timely intervention are critical to improving maternal outcomes after delivery. First-line interventions include manual uterine massage, uterotonic medications, and antifibrinolytic medications; however, when bleeding is not well controlled, the Jada® System (Jada) is a newer vacuum-induced hemorrhage control device with a high efficacy and safety profile, particularly when implemented earlier in the hemorrhage cascade.

Local Problem: In 2025, the annual rate of PPH within the microsystem was 7.29%, …

Reducing Readmissions For Copd Through Improved Education: A Gap Analysis, Raphael Gaughan

Master's Theses and Capstones

No abstract provided.

Promoting Equitable Access To Postpartum Hemorrhage Education: A Quality Improvement Project Using Educational Interventions For Night Shift Nurses, Michelle Stella

Master's Theses and Capstones

Abstract

Background: Postpartum hemorrhage (PPH) is a serious condition that can lead to maternal morbidity or mortality following the birth of their child. It is important for nurses to be properly educated to manage this condition quickly and efficiently. Night shift nurses often face barriers to accessing educational opportunities during their shift because most education is tailored to daytime hours.

Local Problem: At the project site facility, night shift nurses perceived inconsistent access to education compared to day shift nurses. This gap highlighted the need for more flexible educational modalities to meet the needs of night shift nurses.

Methods: This …

Increasing Nursing Perceptions On Advanced Directives Through Education To Promote Patient Centered Care, Michelle Strong

Master's Theses and Capstones

No abstract provided.

Improving Equipment Safety And Operational Efficiency In The Labor And Delivery Setting Using A Standardized Bedside Equipment Checklist: A Quality Improvement Project, Clara E. Lane

Master's Theses and Capstones

Background: Timely and effective neonatal resuscitation depends on the immediate availability and functionality of emergency equipment. Within labor and delivery settings, equipment failures or delays in obtaining necessary supplies and equipment can be detrimental to neonatal health outcomes. Standardized equipment verification processes have been recommended to improve equipment readiness and reduce preventable delays in care provision during neonatal emergencies.

Local Problem: Baseline observational data within the labor and delivery microsystem identified inconsistencies in equipment verification processes, resulting in variable equipment readiness across the microsystem. Staff reported variations in room preparation, safety checks, and concerns related to missing or malfunctioning equipment …

The Retrograde Pendulum: Reversing Course On Standards-Based Grading, Jay C. Percell

Faculty Publications - College of Education

This commentary details one large, suburban school district that, after a decade-long commitment to implementing standards-based grading (SBG), reversed course, abandoned the initiative, and returned to traditional grading. This article provides a postmortem of the ambitious reform effort, drawing upon previous research and recent district survey data from teachers and parents. Among the factors leading to the reform's reversal are that, despite a carefully planned, multi-year rollout, the initiative was unable to resolve persistent concerns about implementation inconsistency, student motivation, and the technology reporting platform. Internal pressures were exacerbated by external turmoil, including personnel turnover and the COVID-19 pandemic, and …

Making Sense Of Cuba's National Literacy Campaign: A Reflexive Study Of Lra Delegates’ Engagement With The Museo De La Alfabetización, Erin Quast, Brooke Ward Taira, Deborah M. Sanchez, Grace Pigozzi, Marco Bravo, Dorothy Shapland Rodriguez, Crystal N. Wise

Faculty Publications - College of Education

In December 2024, as part of the Literacy Research Association (LRA) Advancing Reading and Literacy Education Delegation to Cuba, delegates visited the Museo de la Alfabetización in Havana, which documents the 1961 Cuban Literacy Campaign. This collaborative reflexive self-study examines how delegates—literacy scholars and educators—collectively interpreted and negotiated national literacy narratives through engagement with the museum. Data sources included a transcript of a post-visit critical conversation, individual reflexive memos, and artifacts gathered during the museum visit. Iterative thematic analysis identified four sensemaking processes: shifting from pedagogy to shared purpose; holding inspiration and discomfort together; questioning narrative ownership and erasure; and …

They Don't Talk Very Good: Attending To Raciolinguistic Socialization In Early Childhood, Erin Quast

Faculty Publications - College of Education

In this article, I share experiences from my roles as a teacher, researcher, and parent to show how raciolinguistic ideologies take hold in early childhood. Specifically, I illustrate how children come to uphold English superiority, map language to belonging, and make judgments about whose language counts. In sharing these experiences, I call on educators and caregivers to attend to raciolinguistic socialization and work toward disruption so that all children's languages are valued in literacy learning. I suggest centering multiple languages, cultivating curiosity, and questioning curricular assumptions as ways to work alongside children in challenging hierarchies and creating learning spaces that …

A Theory Of Major Questions, Nicholas Almendares

Cardozo Law Review

The major questions doctrine has been fiercely criticized as an example of the Supreme Court’s “imperial” turn where it concentrates ever more power in its own hands. The doctrine is sweeping, vague, and lacks a clear justification. Not only does the Court get to decide when the doctrine applies and when the heightened standard is satisfied, but it has also not offered good reasons behind this rule. A well-defined theory would give the doctrine structure, clarity, and consistency. While majority opinions have been conspicuously quiet on the theory behind the major questions doctrine, concurrences, namely by Justice Gorsuch, have argued …

When The Internet Attacks, Craig Cowie

Cardozo Law Review

Courts have struggled with applying personal jurisdiction in cases involving intentional torts where the defendants act outside the forum, and the problem is particularly apparent and acute when the defendants use the internet to commit the tort. For example, is there jurisdiction when a defendant doxxes someone and calls for violence? What if they leave a bad Yelp review? Or tweet a defamatory statement? Courts have used many tests for determining whether personal jurisdiction is appropriate in these situations, but there has been relatively little recent scholarship on whether these tests are appropriate for analyzing personal jurisdiction in these contexts. …

Undermining Discretion: The Selective Attacks On Progressive Prosecutors, Angela J. Davis

Cardozo Law Review

Prosecutors are the most powerful officials in the criminal legal system. They decide whether to bring criminal charges and what those criminal charges should be. These decisions are totally within their discretion. The U.S. Supreme Court has consistently protected the power and discretion of prosecutors in making these decisions, and legal challenges to the exercise of prosecutorial discretion have been largely unsuccessful.

In recent years, a growing number of individuals have successfully run for chief prosecutor on platforms of reducing the prison and jail populations, consistent with public safety. They pledged to use their power and discretion to implement policies …

Much Ado About Misjoinder: An Alternative To Fraudulent Misjoinder To Preserve Defendants’ Right To Removal In Pharmaceutical And Medical Device Products Liability Cases, Alexander Flaum

Cardozo Law Review

Unresolved questions surrounding the contours of the fraudulent misjoinder doctrine have understandably led to reluctance by courts to adopt it, despite its utility in protecting defendants’ access to federal court. This is particularly troubling in the context of pharmaceutical and medical device products liability cases. It is common in these actions for plaintiffs, whose only connection is having consumed a particular pharmaceutical product at different points in time and for different durations, to strategically join in one action to defeat complete diversity and prevent removal to federal court. However, federal courts are not powerless to prevent such procedural gamesmanship. By …

Quantum Ai And The Future Of Corporate Law, Michael R. Siebecker

Cardozo Law Review

As quantum computing and AI surge toward mainstream adoption, how corporate directors satisfy their duties of care and oversight requires some fiduciary recalibration. The current fiduciary framework that allows directors to escape liability absent “gross negligence” or “utter failure” in oversight may no longer be defensible in a world where advanced analytics offer unprecedented capacity to model, monitor, and foresee significant corporate risks. Behavioral economics makes clear that humans (including corporate managers) remain vulnerable to a variety of biases and heuristics shortcuts in decision making. Technological evolution provides the means to correct such cognitive distortions if boards take an active …

Scope Of Microbial Transglutaminase For Site-Specific And Oriented Immobilization Of Native Antibodies From Various Host Species, Emily Beitello, Kwame Osei, Faith E. Breausche, Jon A. Friesen, Jeremy D. Driskell

Faculty Publications – Chemistry

Modification of antibodies to chemically couple labels or immobilization reagents is essential for developing biosensors. Typically, conjugation occurs through chemical methods that leverage reactive amines and thiols on native antibodies; however, this nonspecific approach can interfere with antibody function. Microbial transglutaminase (mTG) is an enzyme that has been used for site-specific conjugation of chemical modifiers to the F_c region of native antibodies, but thus far mTG-mediated conjugation has been limited to production of antibody-drug conjugates with human IgGs. Here, we assessed the scope and versatility of mTG to target IgGs, with the goal of site-specific conjugation to facilitate oriented …

Investigations Toward A Unified Reaction Pathway Of Thermal And Tbsotf-Mediated Oxidopyrylium-Alkene (5 + 2) Cycloadditions, Adam J. Youman, Samantha N. Rokey, Wentao Guo, Jacob P. Grabowski, Susanna N. Angles, Jacob J. Bulandr, Qing Sun, John R. Goodell, Dean J. Tantillo, T. Andrew Mitchell

Faculty Publications – Chemistry

Oxidopyrylium-based (5 + 2) cycloadditions are crucial reactions to construct seven-membered carbocycles containing an ether bridge (i.e. oxabicyclo[3.2.1]octanes). Intramolecular silyloxypyrone-based (5 + 2) cycloadditions were investigated and revealed several features: (1) the TBDPS thermal process proceeds via a zwitterionic oxidopyrylium intermediate similar to previously reported TBS variants; (2) the TBSOTf-mediated reaction proceeds through a cationic oxidopyrylium intermediate; (3) quantum chemical calculations predict a stepwise process for an electron-rich dipolarophile for each set of conditions. The thermal silyloxypyrone-based (5 + 2) cycloadditions were extremely dependent on the nature of the dipolarophile and the silyl transfer group. The TBDPS enhances the …

Ordo Ab Chao: Crystallographic Disorder As A Window Into Ionic Liquid Structure, Joseph Cooper, Marija Scheuren, Lara I. Teodoro, Christopher M. Butch, Raychell A. Jerdo, Kylie M. Allen, Mariana E. Toner, Matthias Zeller, Arsalan Mirjafari, Patrick C. Hillesheim

Faculty Publications – Chemistry

Despite being intended to resist crystallization, ionic liquids (ILs) quite frequently form solids, albeit with low melting points. The design motifs that lower melting points can leave measurable signatures in the solid state, manifesting as crystallographic disorder, and often give rise to metastable liquid states. While sometimes treated as experimental complications, such features provide a valuable window into the structural origins of IL phase behavior. Herein, we report a crystallographic study of a series of benzylated ILs that crystallize either directly or from long-lived supercooled melts. Single-crystal X-ray diffraction, supported by computational modeling and statistical analyses, provides structural evidence that …

Managing Deportation: How Docket Control Replaced Substantive Relief In Immigration Courts, R. Linus Chan

SMU Law Review

In the modern deportation era, immigration courts saw their ability to grant relief from deportation undergo significant restrictions, constraining individualized discretion in favor of "categorical" denials. Congress dramatically curtailed the discretionary tools available to immigration judges, with the latest being the pair of immigration reforms from 1996, shifting the locus of individualized decision-making away from the courts and toward enforcement officers and prosecutors. Immigration courts lost discretion in being able to decide who could formally be granted status and stay in the United States when facing deportation through various restrictive eligibility requirements written into the law.

This Article argues that …

Second Looks For Sentencing Equality, Joshua D. Weiss

SMU Law Review

This Article challenges a persistent assumption about the relationship between so-called “second look” laws and sentencing disparities. Courts, the United States Sentencing Commission, and scholars tend to assume that increasing judicial discretion to reduce previously imposed sentences on an individualized basis results in increased sentencing disparities. But this assumption is based on a limited focus on disparities caused by judges and fails to account for disparities caused by other institutional actors, especially prosecutors.

This Article examines the relationship between disparities and second-look laws by focusing on one such law: the federal reduction in sentence (RIS) statute, commonly referred to as …

Fda After Loper Bright, Erika Lietzan

SMU Law Review

Loper Bright Enterprises v. Raimondo, which overruled the Chevron, U.S.A. v. Natural Resources Defense Council decision from 1984, tells us that a court should determine the meaning of all statutory provisions for itself, rather than deferring to the views of the federal agencies that implement those provisions. But the overruling of Chevron may have less of an impact on the U.S. Food and Drug Administration (FDA) than conventional wisdom supposes. Most challenges to FDA action do not concern its statutory interpretations. And the agency prevailed in most cases involving statutory interpretation before the Chevron doctrine took hold. After 1984, …

The Pregnancy Draft, Meghan M. Boone

SMU Law Review

By severely limiting or outright banning abortion, states are requiring pregnant people to perform reproductive labor in the service of the state’s own interests. Unwilling pregnant people are compelled, through the force of law, to continue their pregnancies—to perform a task that is difficult, dangerous, and fundamentally alters their life’s course. The state justifies overcoming the pregnant person’s unwillingness by prioritizing its own interests in the continuation of the pregnancy—articulated at various times as an interest in potential life, the protection of health or the integrity of the medical profession, or the prevention of discrimination.

There is only one other …

Racing To Safety: Tax Policy For Ai Safety-By-Design, Mirit Eyal-Cohen, Yonathan Arbel

SMU Law Review

The White House recently announced its vision of artificial intelligence (AI) policy: AI development is a race and America must win it. To that end, a new America’s AI Action Plan directs federal agencies and states to remove regulatory barriers to AI development and accelerate innovation. This approach leaves limited room for regulatory measures that would address the safety risks of powerful AI systems: their behavior in novel domains remains unpredictable, their decision-making opaqueness, and their alignment with human values is uncertain. While experts warn of large-scale accidents, policymakers find themselves in a bind: Regulate AI and cede ground to …