Digital Commons Network^™

Multi-Component Automatic Context Window Optimization For Personalization In Large Language Models, Mugurel-Ionut Andreica, Rajiv Mathews

Defensive Publications Series

Personalization in chat assistants requires multiple interdependent components, where outputs from earlier components are consumed as inputs by downstream components. Manual optimization of these context windows remains highly complex. To address this issue, a method is disclosed wherein context windows are organized into a hierarchical schema of atomic blocks. A joint optimization algorithm is utilized to simultaneously refine top-level inputs, atomic block roles, and child block orderings. The optimization process is guided by past candidate performance, structured evaluation rubrics and processes, and internal model signals, including attention weights and introspection scores. Overall performance is maximized across all components without manual …

Usa V. Philip Epps

2026 Decisions

USDC for the District of Delaware

In Re: Frank Monte, Iii

2026 Decisions

USDC for the District of New Jersey

Early Immune Dysregulation In Mtb/Siv Co-Infection Resists Cart Treatment At The Single-Cell Level, Riti Sharan, Yi Zou, Zhao Lai, Korri Weldon, Todd Bradley, Xi Luo, Hulin Wu, Shabaana A. Khader, Deepak Kaushal

Manuscripts, Articles, Book Chapters and Other Papers

Using single-cell transcriptomics of bronchoalveolar lavage cells from Mtb/SIV co-infected rhesus macaques on cART, we reveal profound immune dysregulation during early SIV co-infection of latent tuberculosis. SIV induces a sharp decline in CD4+ T cells, NK, and NKT cells, with incomplete recovery of Mtb-specific TH1 effector responses despite viral suppression. Instead, a persistent TH17-skewed environment emerges, alongside sustained myeloid inflammation driven by Type I interferon signaling and pro-inflammatory regulators such as KLF6 and NFKB1. Ligand-receptor network analyses demonstrate expanded CD4+ T cell-macrophage crosstalk and loss of immune homeostasis that cART fails to fully restore. These findings expose …

Cesar Plaza Rivera V. Attorney General United States Of America

2026 Decisions

Agency

Curiosity For The Common Good: A Catholic And Marianist Approach To Artificial Intelligence, Meghan R. Henning, Lee J. Dixon, Amanda Shannon, Esther Brownsmith, Kim Conde

Books and Book Chapters by University of Dayton Faculty

This book is not a book; it is an invitation. As many institutions of higher education have gone into panic mode about how to respond responsibly and with pedagogical grounding to the rapid technological changes of our time, members of the University of Dayton community came to the table to talk.

The writings in this volume reflect the hopes, fears, observations, and tested strategies that were shared and developed by faculty and staff addressing the challenges of our times in an atmosphere of trust and solidarity.

These short reflections are meant to continue the conversation in our community and others …

First Amended Joint Plan Supplement

Catholic Dioceses in Bankruptcy

No abstract provided.

Msw Portfolio, Allie Wright

Graduate Student Portfolios, Professional Papers, and Capstone Projects

No abstract provided.

Extreme Geomagnetic Storm Effects On Earth's Radiation Belts Observed By Calet On The International Space Station, Anthony W. Ficklin

LSU Doctoral Dissertations

This dissertation examines changes in Earth's energetic-particle environment using measurements from the Calorimetric Electron Telescope (CALET) on the International Space Station. Although CALET was designed primarily for high-energy cosmic-ray and gamma-ray observations, its count rates provide nearly continuous measurements of particles of ~1 MeV and above. The analysis uses the CHDX, CHDY, and IMC4X channels, which have approximate electron thresholds of $>\!1.5$, $\!>3.4$, and $\!>8.2$~MeV and proton thresholds of $>\!17$, $\!>37$, and $\!>52$~MeV, respectively. Because these measurements do not identify particle species, the observations are interpreted using their geographic and geomagnetic distributions, the relative …

Non-Native English-Speaking Teachers Of Writing, Native-Speaker Ideologies, And Feedback Uptake In First-Year Composition, Mustapha Bannerman

Rhetoric and Composition PhD papers

Research on non-native English-speaking teachers (NNESTs) and writing feedback has rarely examined how students’ perceptions of multilingual instructors shape feedback uptake. This critical literature review synthesizes scholarship from composition studies, second language writing, translingualism, and NNEST research to examine this relationship in first-year composition. The review argues that native-speaker ideologies may shape perceptions of instructor credibility in ways that could influence students’ willingness to trust and apply feedback during revision. It identifies a significant gap in existing scholarship and calls for empirical research and pedagogical practices that promote linguistic justice, multilingualism, and equitable writing instruction in higher education.

Feasibility And Patient-Reported Outcomes Of Full-Body Red And Near-Infrared Photobiomodulation For Musculoskeletal Pain In A Predominantly Hispanic/Latino Population: A Single-Arm Pilot Study, Robson Dias Scoz, Frida Garza, Ivana Burberg, Isabella Moreno, Melissa Espinosa Cantu, Mia Dominguez, Juan Gonzalez

Physical Therapy Faculty Publications

Objective: To characterize feasibility, tolerability, and patient-reported outcomes after a 10-session full-body red and near-infrared photobiomodulation (PBM) protocol for musculoskeletal pain in a predominantly Hispanic/ Latino community sample.

Background: PBM is a non-pharmacological intervention with potential analgesic and anti-inflammatory effects. Evidence from community-based and Hispanic/Latino populations remains limited, and full-body LED protocols are incompletely standardized.

Methods: This single-arm observational pilot study included 40 adults with self-reported acute or chronic musculoskeletal pain. Participants completed baseline and post-protocol Qualtrics surveys. The intervention used a full-body LED panel emitting 630, 660, 830, and 850 nm light in continuous-wave mode for 20 min per …

Looking Beneath The Surface: Understanding Fetal Alcohol Spectrum Disorder Through The Caregiver’S Lens—Support, Advocacy, And Self-Care, Melissa Fredin

Master of Arts in Human Services

Fetal Alcohol Spectrum Disorder (FASD) is a lifelong neurodevelopmental disability resulting from prenatal alcohol exposure that can affect cognitive functioning, adaptive skills, communication, emotional regulation, and daily living abilities. Individuals with FASD and their caregivers often face complex challenges while navigating behavioral, educational, healthcare, human service, and criminal justice systems. Although awareness of FASD continues to increase, gaps remain in caregiver education, professional understanding, and access to coordinated, trauma-informed supports. The literature indicates that caregiver education is central to improving outcomes for individuals with FASD and is associated with stronger advocacy, more effective support strategies, greater caregiver resilience, and improved …

Emotional Intelligence Deficits And Behavioral Escalation Among Justice-Involved Populations, Aleasa M. Word

Master of Arts in Human Services

This capstone examined the relationship between deficits in emotional intelligence and behavioral escalation among justice-involved populations, who frequently demonstrated challenges with emotional regulation, impulse control, aggression, and behavioral escalation. However, many correctional interventions, including traditional anger management programming, emphasized behavioral compliance rather than the underlying emotional processing deficiencies that contributed to these behaviors. This project synthesized existing peer-reviewed literature from psychology, criminology, forensic behavioral health, and correctional rehabilitation research to examine how low levels of emotional awareness, emotional regulation, empathy, and interpersonal functioning are associated with aggression, recidivism, and escalating behaviors. Findings suggested deficits in emotional intelligence were consistently associated …

Predicting Cesarean Section Delivery In The United States Using Machine Learning: Population-Based Retrospective Study, Yanchao Yang

Business Analytics Faculty Publications

Background:
Cesarean section (C-section) is the most common surgical procedure in the United States, yet its use varies widely across regions and institutions. Although clinical risk factors are central to delivery decisions, geographic context, health system capacity, and local practice patterns may also influence C-section use. Understanding both the determinants and predictability of C-section delivery is important for improving obstetric quality and equity.

Objective:
This study aims to document geographic variation in C-section use across the United States, identify maternal and county-level factors associated with C-section delivery, and evaluate the predictive performance of machine learning models across clinically defined risk …

A Quality Improvement Project On Maternal Hemorrhage Protocol Adherence, Cyrus Masih, Richard Zapata

Doctor of Nurse Anesthesia Practice (DNAP) Manuscripts

Postpartum hemorrhage is a leading cause of preventable maternal morbidity and mortality and requires rapid, coordinated response among obstetric, anesthesia, nursing, and blood-bank teams. This quality improvement project implemented and evaluated a California Maternal Quality Care Collaborative (CMQCC)-based Code OB maternal hemorrhage intervention at a western Pennsylvania hospital. The project aimed to improve anesthesia provider knowledge, confidence, and readiness to recognize, stage, and respond to maternal hemorrhage using standardized guidance, quantitative blood loss (QBL) measurement, and point-of-care cognitive support. Guided by the Institute for Healthcare Improvement Model for Improvement and a Plan-Do-Study-Act cycle, the intervention included a focused educational presentation …

Spiral & Wheel, Red Audiss

Graduate Student Portfolios, Professional Papers, and Capstone Projects

No abstract provided.

Small Business Owner Strategies To Decrease Voluntary Employee Turnover, Darious D. Smith

Walden Dissertations and Doctoral Studies

Voluntary employee turnover remains a significant challenge for small business owners in the car dealership industry. Small business owners are concerned because employee turnover increases recruitment and training costs, disrupts operations, and can reduce profitability. Grounded in transformational leadership theory, the purpose of this qualitative multiple case study was to explore effective strategies some small business owners in the car dealership industry use to decrease voluntary employee turnover in North Florida. The participants were three small business owners in the car dealership industry in North Florida who had implemented retention strategies. Data were collected through semistructured interviews with the three …

Trustee's Objection To First Amended Disclosure Statement

Catholic Dioceses in Bankruptcy

No abstract provided.

First Amended Disclosure Statement

Catholic Dioceses in Bankruptcy

No abstract provided.

Healthcare Students’ Experiences Using Artificial Intelligence Simulation Tools In Clinical Simulated Laboratory Practice, Delicia S. Cousin

Student Dissertations

Artificial intelligence-driven simulation has become an important component of healthcare education by providing students with opportunities to strengthen clinical reasoning, decision-making, and technical skills in a safe learning environment. Despite its growing adoption, limited research has explored how healthcare students experience artificial intelligence-driven simulation during clinical laboratory practice. The purpose of this qualitative case study was to explore healthcare students’ experiences using artificial intelligence-driven simulation tools during clinical laboratory practice. Guided by Experiential Learning Theory and Transformative Learning Theory, the study examined how students interpreted, reflected upon, and learned from these experiences. Data were collected through a researcher-developed Qualtrics questionnaire …

Exploring The Perspectives Of Individuals Who Were Formerly Incarcerated To Determine The Barriers And Facilitators To Successful Reentry Programs In Maryland, Ansu Sawi Momoh

Walden Dissertations and Doctoral Studies

Due to persistently high rates of incarceration and recidivism, the Maryland Department of Public Safety and Correctional Services developed policies and programs geared towards reducing recidivism. Existing literature indicated that successful reentry depends on access to coordinated support services, there was a lack of qualitative studies that explored the perspectives of individuals who were formerly incarcerated, specifically in the state of Maryland. The purpose of this generic qualitative research was to understand the reentry process from the perspective of 12 individuals who were formerly incarcerated. Semi structured interviews were used to explore the barriers and facilitators within the re-entry programs …

Effective Employee Retention Strategies Used By Hair Salon Leaders To Sustain Business Operations, Taylor Bynum

Walden Dissertations and Doctoral Studies

Employee retention challenges continue to affect the operational sustainability of hair salons. Hair salon owners and leaders are concerned about employee retention because it directly affects their ability to sustain business operations. Grounded in Wayne McPhee’s sustainable activity model, the purpose of this qualitative pragmatic inquiry was to explore the strategies hair salon owners and leaders used to retain employees and sustain business operations. Participants included eight hair salon owners or leaders who had successfully retained employees and sustained business operations for at least 5 years. Data from semistructured interviews with the participants were analyzed using Braun and Clarke’s six-step …

Improving K-Card Observation Fidelity To Sustain A Culture Of Continuous Learning, John L. Ricks Iii

Master's Projects and Capstones

Problem

            Despite improvements in central line-associated bloodstream infection (CLABSI) attribution, variability in Kamishibai card (K-card) observation practices and documentation limited the unit's ability to identify, learn from, and correct persistent deviations from expected practice. Baseline data showed frequent incomplete documentation and a pattern of completing K-card observations outside bedside shift report.

Context

This project took place in a 20-bed medical-surgical ICU, using the existing K-card process to support high-reliability prevention of hospital-acquired conditions (HAC). Baseline assessment revealed inconsistent observation workflows, incomplete documentation, and unclear roles and expectations.

Interventions

A standardized K-card observation workflow was developed through rapid-cycle testing. Observations were …

Don’T Fall For It: Just-In-Time Staff Education To Reduce Patient Falls On An Adult Telemetry Unit, Forrest Wilcox, Kyle Knight, Jennifer Paiz, Zaira Garcia-Vega

Master's Projects and Capstones

Objective: Patient falls remain a leading cause of preventable harm among hospitalized adults and carry significant clinical and financial consequences. On an adult medical-surgical telemetry unit at this study site, a one-year review of 45 fall events found that most falls occurred among patients classified as high risk on the Morse Fall Scale, frequently without continuous observation or consistent purposeful rounding. Aim: The aim of this project is to reduce falls on the telemetry unit to the national benchmark of 3.2 falls per 1,000 patient days within a 6-month period. Methods: A just-in-time (JIT) education intervention was delivered to registered …

Performance Analysis Of Bulk Queueing Systems With Inspection, Two Rework Cycles And Multiple Vacations, R. Lokesh, S. Karpagam, Gopal Kumar Gupta

Baghdad Science Journal

In a production system, rework plays a key role in reducing waste and efficiently managing manufacturing costs. The proposed model addresses a system with batch arrivals, a single server, and a two-stage bulk service with inspection, two rework cycles, and multiple vacations. First, batches are processed in stage 1, some of which may require rework during the same cycle, albeit with a certain probability, while others proceed to stage 2. After stage 2, batches are inspected, and if evidence of nonconformities is found, they are reworked with a certain probability. After inspection or rework, batches are processed according to the …

North Country Career Expo Student Brochure, Cooperative Extension, Coos County, Ray Berthiaume

UNH Cooperative Extension

No abstract provided.

Beyond The Checklist: Just-In-Time Education For Multi-Component Fall Risk Reduction, Kyle Knight

Master's Projects and Capstones

Objective On a Telemetry unit at a level 1 trauma center public safety net hospital in the Bay Area, a review was conducted of 45 reported falls over the past year. The analysis uncovered inconsistencies in fall-risk assessment techniques, underuse of continuous observation among high-risk patients, and an absence of standardized purposeful rounding. These data points suggest existing tools were not being applied consistently, and need reinforcement and updating.

Aim This project aimed to reduce inpatient fall rates to the national benchmark by strengthening staff's consistent use of existing fall-prevention practices and infrastructure, including multifactorial risk assessment, purposeful rounding, and …

Physical Design Automation For Next Generation Ics: Graph And Machine Learning Based Approaches, Dr. Kritanta Saha

Doctoral Theses

Integrated Circuit (IC) technology has progressed significantly over the last six decades, culminating in billions of transistors on a chip. The widely used 193 nm immersion lithography process exceeds modern feature sizes, leading to layout pattern distortions and electrical violations. Mitigation techniques such as Multiple Patterning and Optical Proximity Correction become ineffective below 45 nm, prompting the development of several Next-Generation Lithography (NGL) methods such as Extreme Ultraviolet Lithography (EUVL), Multiple Electron Beam Lithography (MEBL). MEBL employs thousands to millions of e-beams in parallel to overcome throughput limitations. A 2D layout is partitioned into vertical stripes by stitch-lines (SLs), each …

A Stochastic Nonlinear Dynamical System For Smoothing Noisy Eye Gaze Data, Thoa Thieu, Roderick Melnik

School of Mathematical & Statistical Sciences Faculty Publications

In this study, we address the challenges associated with accurately determining gaze location on a screen, which is often compromised by noise from factors such as eye tracker limitations, calibration drift, ambient lighting changes, and eye blinks. We propose the use of an extended Kalman filter (EKF) to smooth the gaze data collected during eye-tracking experiments and systematically explore the interaction of different system parameters. Our results demonstrate that the EKF significantly reduces noise, leading to a marked improvement in tracking accuracy. Furthermore, we show that our proposed stochastic nonlinear dynamical model aligns well with real experimental data and holds …

Brief Amici Curiae Of New Ways Ministry, Et Al., St. Mary Catholic Parish V. Roy, Leslie C. Griffin, Marci A. Hamilton

Court Briefs

No abstract provided.