Digital Commons Network^™

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 …

Structured Decomposition And Efficient Adaptation For Scientific Data Movement: From Transfer Concurrency To Genomic Data Acquisition, Rasman Mubtasim Swargo

Masters Theses

"The end-to-end performance of scientific data movement is increasingly limited not by raw network capacity but by whichever resource along the path is momentarily slowest, a bottleneck that no single static configuration can track. This thesis argues that the right response is to decompose each problem along the resource or workflow axis where bottlenecks vary, adapt only the genuinely dynamic control variables at runtime, and make that adaptation efficient through utility-guided or offline-learned control rather than expensive online search. The thesis develops this principle through four systems of widening scope. AutoMDT decomposes a transfer by operation, assigning separate concurrency levels …

Moth Assemblages Of Fort Leonard Wood, Missouri, Kimberly Anne Steese

Masters Theses

"Moths (Lepidoptera) are ecologically important insects that function as herbivores, pollinators, prey resources, and indicators of ecosystem integrity. Despite their ecological significance, moth communities in the Missouri Ozarks remain poorly documented, particularly within military-managed landscapes. This thesis examined patterns of moth diversity, assemblage structure, and environmental drivers at Fort Leonard Wood (FLW), Missouri, while also assessing the distribution and genetic diversity of species within the genus Papaipema.

Field surveys were conducted from 2019 through 2021 across prairie, savanna, forest, and restoration habitats at FLW using UV bucket traps, sheet trapping, and targeted larval surveys. Across all sampling efforts, 29,116 individual …

Dean's Update, January 2026, Neil W. Schluger

SOM Dean's Research Newsletter

No abstract provided.

Immortal Garland, Marcet Haldeman-Julius

Related Publications

No abstract provided.

Mapping Latino Studies In The Heartland: Illinois State University’S Efforts Towards Creating Communities Of Belonging And Academic Success (Cobas), Maura I. Toro-Morn, James Pancrazio, Juliet Lynd, Lourdes Concepcion-Cabas

Faculty Publications – Sociology and Anthropology

The Latino Studies journal has long advanced the development of what can be described as pedagogies of Latinidad, particularly through its reflexiones pedagógicas section. For decades, the journal has played a vital role in publishing and highlighting the work of teacher-scholars in the classroom and community spaces where we teach and work. Today, however, these efforts face growing challenges due to actions by the current federal administration, making it especially important to document how under-resourced programs still play a crucial role in recruiting, retaining, and graduating first-generation Latina/o/x/e students. This paper contributes to the ongoing development of the pedagogies of …

Aac Training Experience Of Speech Language Pathologists And Special Educators, Jenna Kekich

Brehm Scholars Research

No abstract provided.

Visual Supports For Elementary Students With Autism Spectrum Disorder, Madisyn Setser

Brehm Scholars Research

No abstract provided.

Working With Gestalt Language Processors: Slp Perspectives, Alex Disbro

Brehm Scholars Research

No abstract provided.

Linking Women’S Empowerment And Community Contexts To Intimate Partner Violence: Evidence From Ten West African Countries, Winfred A. Avogo

Faculty Publications – Sociology and Anthropology

Abstract Purpose Intimate partner violence (IPV) is experienced by over one-third of women in sub-Saharan Africa, yet evidence on the associations between women’s empowerment, community contexts, and IPV risk remains limited and inconsistent. This study examines the association between individual empowerment and community socioeconomic conditions and different forms of IPV across West Africa, using the Survey-based Women’s Empowerment Index. Method Demographic and Health Survey data (2018–2022) from ten West African countries were pooled, yielding a sample of 38,434 ever-married or cohabiting women who completed the domestic violence module. Multilevel binary logistic regression models estimated associations between empowerment dimensions, community characteristics, …

Caterpillar's Spatial Metamorphosis: Heavy Equipment Manufacturing In The 21st Century, Utkarsh Kumar, Michael L. Dougherty

Faculty Publications – Sociology and Anthropology

Caterpillar Inc., the world's largest heavy equipment manufacturer, grew rapidly in the 20th century before a crisis of overproduction in the early 1980s threatened its survival. In response, it launched the $2.8 billion “Plant with a Future” (PWAF) program, a sweeping material and ideological overhaul that remade the firm for the post-Fordist global economy. This article advances three interventions. First, it shows how post-Fordism as a spatial and ideological project emphasized decentralization, accountability, and customer orientation, which helped legitimize and institutionalize corporate restructuring. Second, it demonstrates that flexibilization operated as a spatial strategy, implemented through four interrelated processes: bureaucratic restructuring, …

Use Of Single-Case Research Designs In An Academic Setting, Paul Ganago

Brehm Scholars Research

No abstract provided.

Autistic College Students Who Identify As Female: Experiences Working With Speech Language Pathologists, Mollie Spencer

Brehm Scholars Research

No abstract provided.

Student Perceptions Of The Learning Environment In A Hospital School Program, Hannah Buck

Brehm Scholars Research

Most research related to hospital school programs has focused on adult perspectives (e.g., teachers, administrators, parents, and clinical staff) rather than on the perspectives of hospitalized students. This study examined the education-related perspectives of hospitalized K–12 students (N = 10) who had engaged with the C.S. Mott Children’s Hospital School Program in Ann Arbor, Michigan. Participants completed one semi-structured interview and two short surveys. Sessions were audio-recorded, transcribed, in vivo coded, and thematically analyzed. Despite the challenges associated with hospitalization, participants generally reported equal or greater enjoyment of in-hospital schooling compared to non-hospital schooling. Survey responses revealed that higher …

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 …

Implementation Of The Four Pediatric Feeding Disorder Domains By The Elementary School-Based Speech-Language Pathologist: A Research Plan, Kelsi Szakovits

Brehm Scholars Research

No abstract provided.

Extradigital Glomus Tumor Mimicking Incisional Neuroma After Total Knee Arthroplasty: A Case Report, James W. Li, Michael J. Sayegh, Heng Hong, Zhongyu Li

This case report describes a patient who was presented with severe incisional pain following an uncomplicated total knee arthroplasty. There was suspicion for an incisional neuroma; however, excisional biopsy revealed an extradigital glomus tumor. The patient had immediate symptom resolution post-operatively. Clinicians should maintain a suspicion for the possibility of extra-digital glomus tumors at sites of prior extremity surgery, causing exquisite tenderness and pain.

Development And Evaluation Of A Modular 3-D Printed Adapter For Hands-Free Tissue Retraction, Fady E. Attia, Vijay A. Chhabra, Vaibhav Tadepalli,, Joseph Attia, Michael M. Hadeed

Fracture fixation procedures typically require precise retraction of soft tissues in order to provide adequate exposure of bone fragments for reduction and fixation. Such procedures require the use of multiple surgical assistants to maintain proper tissue retraction. This manual retraction using traditional instruments, such as Hohmann and Weitlaner retractors, can lead to inefficiencies and poor labor allocation within the operating room (OR). The purpose therefore is to develop and evaluate a three dimensional (3D)-printed Nylon PA12 adapter designed to dock Hohmann retractors onto Weitlaner retractors, enabling hands-free retraction during fracture fixation procedures and potentially improving labor allocation in the OR. …

Association Of Perioperative Steroid Use With Recovery Rate And Postoperative Infection Risk In Spinal Cord Injury, Nathan Zou, Athikur Rahman, Brian Lynch

Background: The purpose of this study is to compare recovery and infection outcomes between teenagers and adults who undergo surgery for traumatic spine injuries and the effect of steroid administration. Steroids are often used in traumatic spine injuries to help recovery, however there is a concern that steroid use could increase the risk of infection due to the suppression of the immune system. We examined the impact of postoperative steroid use on recovery rates and infection rates in both age groups.

Methods: A retrospective cohort study was conducted using the TriNetX Research Network, which includes data from over 100 healthcare …

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

The Price Of Precision: Financial Insights From A Robotic Nephrectomy Transition, Jill M. Knolle Msw, Mph, Aiden Tobin, George Rofaiel Md

Department of Surgery

No abstract provided.

Sglt2 Inhibitors In Cardio-Oncology: A Systematic Review And Meta-Analysis, Luigi Spadafora, Marco Bernardi, Gianmarco Sarto, Beatrice Simeone, Erica Rocco, Salvatore Carbone, Laura Adelaide Dalla Vecchia, Roberto Franco Enrico Pedretti, Valentina Valentine, Rachele Di Mario, Maurizio Forte, Giacomo Frati, Antonio Abbate, Michele Golino, Francesco Versaci, Mariangela Peruzzi, Pierre Sabouret, Giuseppe Biondi Zoccai, Sebastiano Sciarretta

EVMS School of Health Professions Faculty Publications

Background

According to available evidence, sodium-glucose cotransporter-2 inhibitors (SGLT2i) may confer cardioprotection in patients with cancer undergoing chemotherapy.

Objectives

The objective of the study was to evaluate the impact of SGLT2i on all-cause mortality and heart failure (HF) outcomes in this population.

Methods

We searched PubMed, Cochrane CENTRAL, and Embase through August 2025 for studies of SGLT2i in adult patients with cancer. Random-effects models were used to pool effects for all-cause mortality and an HF composite (new-onset HF and/or HF hospitalization) in cancer patients >18 years. Meta-regression tested effect modification by beta-blockers, statins, angiotensin-converting enzyme inhibitors/angiotensin receptor blockers, age, and …

Acute Lower Leg Transcutaneous Electrical Nerve Stimulation Increases Leg Blood Flow And Exercise Capacity In Patients With Peripheral Arterial Disease, Thomas K. Pellinger, Catherine B. Neighbors, Joshua C. Hefta, Patrick H. Luo, Carl B. Suarez, Erotokritos T. Varlas, Grant H. Simmons, Brett J. Wong

EVMS School of Health Professions Faculty Publications

We tested the hypothesis that two different durations of lower leg transcutaneous electrical nerve stimulation (TENS) increase post-TENS popliteal artery blood flow (PABF), popliteal vascular conductance (PVC), and 6-min walk distance (6MWD) in patients with peripheral artery disease (PAD). Seven subjects (5 male, 2 female) with PAD (67.9 ± 7.4 years; claudication: ankle-brachial index (ABI) < 0.90) participated in three randomized treatment sessions: control or bilateral TENS (3.0 Hz burst mode, 250 µs) for either 15 or 45 min. PABF (Doppler ultrasound) was measured before and after treatment. 6MWD and time/distance to claudication onset were measured 25 min post-treatment during each session. PABF, PVC and 6MWD increased after both 15 and 45 min of TENS (P < 0.05, post-TENS vs. pre-TENS baseline/control). Our preliminary results suggest that as little as 15 min of lower leg TENS increases leg blood flow and exercise capacity in individuals with PAD.

Contextualizing The Aspe Standards Of Best Practice: Reflecting On The Past, Present, And Future Of Sp Methodology, Amelia M. Wallace, Cory Krebsbach, Janice Radway, Lou Clark

EVMS School of Health Professions Faculty Publications

As we celebrate the publication of the Association of SP Educators Standards of Best Practice (ASPE SOBP) for Physical Exam Teaching Associates (PETAs) and corresponding literature review, we, elected leaders of ASPE, offer reflections on SP methodology history, current practices, and future opportunities. Our aim is to contextualize this addition to what is now the third SOBP publication [1, 2] that guides the global simulation community on best practices of simulated participant (SP) methodology.

Thank you to the ASPE members and SP Educators who made time to share their expertise as authors on these new standards- in addition to their …

Fall 2026 Environmental Sciences Seminar Series, Nress

NRESS Seminars

No abstract provided.

Perspectives Of Poetry: Peering Into Poetry And Aphasia, Kristian M. Perez

Graduate Studies Theses and Dissertations 2026

People with aphasia often experience significant barriers to communication, emotional expression, and participation in meaningful life activities following stroke or neurological injury. Although poetry and creative expression have been explored in broader therapeutic contexts, limited research has examined how people with aphasia perceive poetry. The purpose of this qualitative study was to explore the perspectives of people with aphasia regarding definitions of poetry, level of interest in poetry and the factors influencing said interest. Semi-structured interviews were conducted with adults with aphasia recruited through convenience sampling. Participants responded to questions before and after exposure to the poem Trust by Mark …

Ecological And Evolutionary Divergence Of A Shared Sympatric Color Polymorphism In Paracirrhites Hawkfish, Samuel Greaves

Graduate Studies Theses and Dissertations 2026

Color polymorphism provides a tractable window into how selection, gene flow, and ecology interact to maintain phenotypic diversity and initiate divergence. I investigate the ecological and genomic basis of sympatric light and melanistic morphs in two reef hawkfishes, Paracirrhites arcatus and P. hemistictus, across Guam and Hawai‘i. This study aims to determine whether the color morphs of these hawkfishes are a stable polymorphism or have begun the process of ecological speciation. For P. arcatus revealed substantially lower density on Guam (0.086 ind/m²) than reported for Hawai‘i (0.292 ind/m²) and a strong skew away from the melanistic morph on Guam …

Examining Patient Safety Culture Trends In U.S. Healthcare Through A Multi-Year Analysis, Hassan Alabdullah

Graduate Studies Theses and Dissertations 2026

Patient Safety Culture (PSC) is recognized as a cornerstone of healthcare quality and a key determinant of patient outcomes. Despite the Institute of Medicine’s early calls to establish safety-oriented systems, evidence on the long-term stability of PSC in U.S. hospitals has remained limited. This dissertation addresses this gap through a multi-year evaluation of PSC using the Hospital Survey on Patient Safety Culture (HSOPSC v1.0) and advanced statistical methods. Drawing on one of the largest national datasets—comprising over 993,000 healthcare providers from 1,601 U.S. hospitals across three survey cycles (2013–2020)—the study employed a longitudinal repeated cross-sectional design. Analyses combined descriptive statistics, …