Digital Commons Network^™

Validity Of The Schrage Equation In Prediction Of Evaporation Rate Of Liquid N-Dodecane In High-Pressure Nitrogen Gas: A Molecular Dynamics Study, Wazih Tausif, Jordan Hartfield, Md Amin Haque, Zhi Liang

Mechanical and Aerospace Engineering Faculty Research & Creative Works

Evaporation of liquid fuel in a high-pressure air is a process that critically influences fuel–air mixing in advanced propulsion systems. In this work, we use molecular dynamics (MD) simulations to study the validity and accuracy of the Schrage equation in quantifying the evaporation and condensation rates of n-dodecane (a diesel surrogate) in air (approximated as N2 gas) with gas pressure varying from 0 atm to above the critical pressure of n-dodecane. The MD simulation results show that the evaporation coefficient (αe) is higher than the condensation coefficient (αc) at the evaporating n-dodecane surface and is lower than αc at the …

A Federated Learning Framework For Data-Sovereign Predictive Maintenance In Distributed Smart Manufacturing, Md Sazol Ahmmed, Sriram Praneeth Isanaka, Frank Liou

Mechanical and Aerospace Engineering Faculty Research & Creative Works

Featured Application: The proposed federated learning framework can be applied in distributed smart manufacturing environments where multiple factories or production facilities collaboratively develop predictive maintenance models without sharing sensitive operational data. This approach is particularly useful for industrial networks involving geographically distributed plants, contract manufacturing partners, and multi-site production systems where data sovereignty and avoidance of raw data sharing are critical. Predictive maintenance enables early detection of machine failures and reduces unexpected production downtime. However, conventional approaches typically rely on centralized data collection and model training which introduce challenges related to data sovereignty, communication overhead and data ownership. To address …

Machine Vision For In Situ Measurement And Control Of Wire Stickout In Lwded Process, Braden Mclain, Remy Mathenia, Todd Sparks, Frank Liou

Mechanical and Aerospace Engineering Faculty Research & Creative Works

This work presents a machine-vision–based measurement and control framework for laser wire directed energy deposition (LWDED) processes. A visible-light camera system is used to capture meltpool images, from which a novel vision algorithm extracts the wire–meltpool interface location. By utilizing a camera that is rigidly mounted to the deposition head, the vision algorithm provides a relative measurement of the distance between the nozzle tip and the workpiece, also referred to as wire stickout. A proportional-derivative (PD) control strategy is implemented using the measured stickout as feedback to adjust deposition feedrate. Results show that the control system successfully compensates for improper …

Mease: Multi-Agent Episodic Action Sequence Explanation, Phyo Wai Khaing, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Multi-agent reinforcement learning (MARL) achieves remarkable performance in complex coordination tasks, yet interpreting the emergent behaviors of trained agents remains a fundamental challenge. Most current explainability methods focus on individual agent decisions, overlooking the critical interplay of joint strategiesand temporal coordination patterns that define successful multi-agent policies. We present MEASE (Multi-agent Episodic Action Sequence Explanation), a novel explainable MARL (XMARL) framework that explains trained MARL policies as human-interpretable emergent cooperative joint behaviors. MEASE employs a cognition-inspired episodic memory model to learn spatio-temporal multi-agent interaction patterns, coupled with abstraction algorithms that identify significant cooperative agent behaviors. We evaluate MEASE on diverse …

Collaborative Practices And Tool Utilization In Software Development Projects: A Student Perspective, Yi Meng Lau, Muhammad Syahmi Bin Abbas, Lingxiao Jiang

Research Collection School Of Computing and Information Systems

Software development is a collaborative activity that depends on effective teamwork, shared understanding, and coordinated use of development practices and tools. While these aspects are well studied in professional environments, they are less frequently examined within software engineering education. This study investigates how students collaborate in group projects, focusing on collaborative practices, tool usage, and their perceptions of software quality. We conducted a quantitative post-project survey with 143 second-year undergraduate students enrolled in a software development course. The results show that students actively share information and often establish team norms to support coordination and collaboration. However, students face challenges in …

Causality-Driven Test Case Minimisation For Cyber-Physical Systems, Michael Foster, Christopher M. Poskitt, Nicholas R. Latimer, Neil Walkinshaw, Richard Somers, Robert M. Hierons

Research Collection School Of Computing and Information Systems

Cyber-physical systems allow digital control systems to interact with the physical world using sensors and actuators. They are increasingly being used to automate critical infrastructure, where software faults can have dire consequences. Due to the complex nature and unpredictability of these systems, their resilience is often tested using a technique called fuzzing, which generates quasi-random sequences of sensor and actuator manipulations with the goal of forcing a system into unsafe states. However, there is currently no way of determining which manipulations of a test case cause a failure without systematically removing each one and re-running the test, which can be …

Natural Adversaries: Fuzzing Autonomous Vehicles With Realistic Roadside Object Placements, Yang Sun, Haoyu Wang, Christopher M. Poskitt, Jun Sun

Research Collection School Of Computing and Information Systems

The emergence of Autonomous Vehicles (AVs) has spurred research into testing the resilience of their perception systems, i.e., ensuring that they are not susceptible to critical misjudgements. It is important that these systems are tested not only with respect to other vehicles on the road, but also with respect to objects placed on the roadside. Trash bins, billboards, and greenery are examples of such objects, typically positioned according to guidelines developed for the human visual system, which may not align perfectly with the needs of AVs. Existing tests, however, usually focus on adversarial objects with conspicuous shapes or patches, which …

Enhancing Action And Ingredient Modeling For Semantically Grounded Recipe Generation, Guoshan Liu, Bin Zhu, Yian Li, Jingjing Chen, Chong-Wah Ngo, Yu-Gang Jiang

Research Collection School Of Computing and Information Systems

Recent advances in Multimodal Large Language Models (MLMMs) have enabled recipe generation from food images, yet outputs often contain semantically incorrect actions or ingredients despite high lexical scores (e.g., BLEU, ROUGE). To address this gap, we propose a semantically grounded framework that predicts and validates actions and ingredients as internal context for instruction generation. Our two-stage pipeline combines supervised fine-tuning (SFT) with reinforcement fine-tuning (RFT): SFT builds foundational accuracy using an Action-Reasoning dataset and ingredient corpus, while RFT employs frequency-aware rewards to improve long-tail action prediction and ingredient generalization. A Semantic Confidence Scoring and Rectification (SCSR) module further filters and …

Greek Basileus "King" As A Possible Borrowing From Semitic Mšl "To Rule’", Gerald Leonard Cohen

Arts, Languages and Philosophy Faculty Research & Creative Works

No abstract provided.

Staying Safe, Smart, And Well Online: Empowering Older Adults In The Digital Age Conference Summary, Minzhi Ye, Rebecca Cole

School of Social Work Faculty Publications

Summary of the two-day, bilingual community conference that brought older adults, caregivers, service providers, researchers, and local organizations together to build digital confidence and prevent fraud.

Using Picturebooks In Elementary School To Support Discussion, Connection, And Community Action, Polly Parkinson

All Graduate Theses and Dissertations, Fall 2023 to Present

Children are in school to acquire knowledge, so the books they read are a significant influence on how they see themselves and others. School curricula often lack diverse voices, which may limit students’ views of themselves and how they relate to their communities. The research objective of this study was to examine the potential for fostering empathy in students, to encourage societal benefits of positive community behaviors, deepen understanding of history, and future contributions to an engaged democratic society.

The problem identified was that although much research exists discussing children’s literature and empathy, little explores whether that empathy leads to …

Smart-Charge: Stable Matching Algorithm For Electric Vehicle Charging In Subscription-Based Models, Arindam Khanda, Anurag Satpathy, Sajal K. Das

Computer Science Faculty Research & Creative Works

The transition from internal combustion engine (ICE) to electric vehicles (EVs) introduces several challenges, including limited charging infrastructure, unpredictable charging wait times, and inefficient selection of charging points (CPs). To address these issues, we propose SMART-CHARGE, a framework that efficiently assigns EVs to CPs through an edge-level coordination mechanism within each service region, enforced by roadside units (RSUs). Operating under a novel subscription-based charging model, SMART-CHARGE enforces predefined charging time limits via service-level agreements (SLAs). The EV-CP assignment problem is formulated as a one-to-many matching game that captures EV user preferences. To construct bounded yet efficient EV coalitions at each …

Safepass: Efficient Emergency Vehicle Passage With Minimal Disruption To Traffic Flow, Osho Osho, Suchetana Chakraborty, Sajal K. Das

Computer Science Faculty Research & Creative Works

Emergency vehicle passage in congested urban networks poses a dual challenge: ensuring rapid response while minimizing disruption to surrounding traffic. This study addresses this challenge in the context of Connected Autonomous Emergency Vehicles (CA-EVs), proposing SafePass , a lightweight distributed framework for seamless CA-EV passage through decentralized, cooperative maneuvering of surrounding Connected Autonomous Non-Emergency Vehicles (CA-NEVs). At its core, SafePass employs the Target Lane Potential (TLP), a novel utility-based metric combining lane-choice utility with probabilistic gap acceptance, augmented by a cascade-aware penalty that suppresses upstream shockwaves triggered by gap-creation maneuvers. Evaluated in Simulation of Urban Mobility (SUMO) using synthetic traffic …

The First Cut Is The Deepest: Understanding Learner Trauma In The Emergency Medicine Clerkship, Dimitrios Papanagnou, Leela Raj, Karen E. Watkins, Xiao C. Zhang, Andres Fernandez, Md, Victoria J. Marsick

Department of Emergency Medicine Faculty Papers

BACKGROUND: As third-year medical students transition into high-stakes, high-stress clinical environments like the emergency department (ED), they may experience significant personal trauma. However, little is known about how this trauma is experienced early in their training - specifically during the transition from preclinical to clinical learning environments. This study addresses that gap by exploring third-year medical students' experiences of trauma during the emergency medicine (EM) clerkship through the lens of Trauma-Informed Care (TIC) and identifies workplace factors and intersectional demographics influencing these experiences.

METHODS: This qualitative study used the critical incident technique to explore emotionally-significant events encountered by third-year medical …

Practicing Conflict Transformation Skills Through Role-Playing Games For Diversity, Equity, And Inclusion In Higher Education, Alexandra Schreiber, Kjell H. Hugaas, Sarah L. Bowman

Journal of Roleplaying Studies and STEAM

No abstract provided.

The Effects Of Poverty On Student Achievement And Behavior, Dwayne Lucas

All-Inclusive List of Electronic Theses and Dissertations

Poverty can have a devastating impact on the academic achievement of students and their potential for positive adult outcomes. One of the most impactful aspects in the fight against the impact of poverty is student engagement. There must be attention paid to how engagement impacts a student’s potential for success as well as what strategies can be employed to improve engagement. It was the goal of this study to determine how relationships and engagement impacted student outcomes and educational experience. This study attempted to determine what strategies educators utilize to increase student engagement. Using observations and semi-structured interviews, the researcher …

A Qualitative Exploration Of How Spanish-Speaking Latino Parents Communicate With Their Adolescent Children About Substance Use, Diana Karina Diaz

Doctoral Dissertations

Substance use during adolescence remains a significant public health concern, particularly within Latino communities where cultural values, family dynamics, and communication patterns play a central role in youth development. This qualitative study explored how Latino parents communicate with their adolescent children about substance use, the strategies they use for prevention, and the cultural and contextual factors that shape these conversations. Using a focus group design, data was collected from four focus groups consisting of two groups of Latino mothers (n = 10) and two groups of Latino fathers (n = 9). A thematic analysis revealed six primary themes: (1) parent–child …

Service As Spiritual Formation : A Foundational Discipleship Framework For Service, Mak Zhe Hao

ATS Dissertations

No abstract provided.

Clergywomen, Cliftonstrengths, And Spiritual Formation : A Leadership Development Study In The Kentucky Annual Conference, Tamara H. Coleman

ATS Dissertations

No abstract provided.

Factors Associated With Postpartum Depression Symptoms Following Antepartum Hospitalization, Alison N Goulding, Daniel Palacios, Sukru Aras, Hu Chen, Sasidhar Pasupuleti, Marika Toscano, Nicole Cirino, Israel C Christie, Zhandong Liu, Emily S Miller, Terri L Fletcher

Duncan NRI Faculty and Staff Publications

Background: Hospitalized antepartum patients are at increased risk for postpartum depression (PPD). Developing approaches to identify those at highest risk for PPD would enable timely and targeted intervention.

Objective: We aimed to identify factors associated with the development of PPD symptoms in hospitalized antepartum patients and to assess their predictive utility.

Study design: This retrospective cohort study included pregnant individuals hospitalized in a regional referral center due to medical or obstetric complications between 2012 and 2025. Data were extracted from the electronic health record, including demographics, medical and obstetric history, hospitalization characteristics, and postpartum Edinburgh Postnatal Depression Scale (EPDS) scores …

Combined Middle Meningeal Artery Embolisation And Subdural Evacuation Port System Drainage For Chronic Subdural Haematoma: A Systematic Review, Single-Arm Meta-Analysis, Meta-Regression, And Cost-Benefit Analysis, Shiva A. Nischal, Santosh Guru, Shaan Patel, Ashviniy Thamilmaran, Mary Murphy

Department of Neurosurgery Faculty Papers

BACKGROUND: Chronic subdural haematoma (cSDH) is an increasingly prevalent condition in older, anticoagulated, and medically frail patients, in whom recurrence and perioperative risk remain substantial despite standard surgical evacuation. Growing recognition of cSDH as an angiogenic, inflammatory disorder has prompted interest in minimally invasive strategies that combine mechanical decompression with targeted modulation of the underlying vascular pathology. This study aimed to evaluate the safety, effectiveness, and health-economic profile of combined middle meningeal artery embolisation and subdural evacuation port system (MMAE-SEPS) drainage for cSDH, compared with conventional burr-hole evacuation.

METHODS: MEDLINE, Embase, and CENTRAL were searched from inception to 24th August …

Popular Accountability And State Constitutional Law, Jonathan L. Marshfield

Vanderbilt Law Review

American constitutionalism operates against the backdrop of democratic processes, but the federal Constitution approaches democracy differently than state constitutions. The federal Constitution is built to fend off rash majoritarianism through checks and balances and siphoning accountability into a few highly mediated representative bottlenecks—elections for President and Congress. State constitutional structure is different. Through processes like judicial elections, the citizen initiative, referendum, recall, popular conventions, and elections for various executive offices, state constitutions reflect skepticism of wholesale representative democracy and trust in extant electoral majorities to participate in governance. This Article argues that state constitutional law should better account for this …

Home Is Where The Hearsay Is: Should Zillow’S Home Value Estimates Be Excepted From The Rule Against Hearsay?, Ian L. Baumer

Vanderbilt Law Review

In the early 2000s, the real estate company Zillow released the Zestimate, an automated valuation model that turns raw multiple listing service records, tax appraisals, and other data into an estimate of a home’s value. The Zestimate has since become the public’s tool of choice to measure the value of real property. The Zestimate’s popularity has not spared state and federal courts, where litigants often invoke this tool to prove the value of real property in a variety of contexts, including criminal restitution, bankruptcy, and divorce. The use of this technological novelty has the potential to enhance litigants’ access to …

Asl Language Development And Interpreting Instruction: A Nationwide Study Of American Sign Language Interpreter Education Programs With Comparison To Spoken‑Language Interpreter/Translation Education, Alianna Giudice

Theses

Interpreter training programs in the United States vary in how they structure language development and interpreting instruction, with particularly stark differences between American Sign Language (ASL) interpreter training programs (ITPs) and spoken‑language interpreting and translation programs. In many ASL ITPs, students begin interpreting coursework before achieving foundational fluency, resulting in language acquisition and interpreting skill development occurring concurrently. In contrast, spoken‑language programs typically require incoming students to demonstrate functional fluency prior to beginning interpreting training. These structural differences may overwhelm ASL learners, constrain their linguistic development, and contribute to the graduation of interpreters who are not yet prepared to meet …

Safety And Efficacy Of Individualised Exercise And Nad+ Precursor Supplementation In Patients With Friedreich’S Ataxia In The Usa: A Single-Centre, 2 × 2 Factorial, Randomised Controlled Trial, Kimberly Lin, Anna Bucha, Kara Mcsweeney, Kristin Wade, Antoneta Karaj, Jaclyn Tamaroff, Shannon O'Malley, Nicole Chung, Nicolette Cilenti, Julianne Wanner, Gabriel Adzika, Clementina Mesaros, Ian Blair, Teerapat Rojsajjakul, Suraj Serai, Jennifer Farmer, Kyle Bryant, Yingying Lu, Michael Harhay, David Weber, Stephen Paridon, Erin Seifert, Mary Putt, Payman Zamani, Joseph Baur, David Lynch, Shana Mccormack

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND:Friedreich's ataxia is a rare, chronic, progressive, neurodegenerative condition affecting multiple organ systems, including neurological, musculoskeletal, cardiac, and endocrine systems, and is marked by low cardiopulmonary fitness. We tested the effect of exercise and NAD⁺ precursor supplementation with nicotinamide riboside, which have each shown benefits in animal and early clinical studies, on cardiopulmonary fitness in individuals with Friedreich's ataxia.

METHODS: This 12-week, outpatient, phase 2, single-site (Children's Hospital of Philadelphia, Philadelphia, PA, USA), randomised, 2 × 2 factorial clinical trial recruited individuals aged 10–40 years with an ejection fraction of 45% or greater who were able to exercise. A …

Sympathetic And Parasympathetic Ganglion Blocks For Treatment Of Long Covid-19 Symptoms: A Scoping Review, Abhay Tyagi, Khushboo Singh, Preet Mohinder Singh, Frederic J Gerges

2020-Current year OA Pubs

BACKGROUND: Long COVID-19 affects approximately 10-30% of individuals who are infected with SARS-CoV-2 and is associated with persistent functional impairment and reduced quality of life. The heterogeneous, multisystemic nature and nonspecific symptomatology of long COVID-19 makes its treatment challenging. This scoping review evaluates existing evidence on sympathetic and parasympathetic ganglion blocks as potential interventions for patients suffering from long COVID-19.

OBJECTIVE: Our primary objective was to assess the effectiveness of sympathetic and parasympathetic ganglion blocks in treating patients with long COVID-19 by identifying the most commonly reported symptoms, symptom response to different block regimens, and any adverse effects associated with …

A Scoping Review Of The Associations Between Ascariasis, Helicobacter Pylori Infection And Gastric Pathologies, Nina L Tang, Jacob J Williams, Jennifer Stockton, Maria Elena Bottazzi, Jill E Weatherhead

Library Staff Publications

Ascaris infection-ascariasis-is the most common human parasitic worm infection worldwide and induces damage and cellular changes within the stomach. Helicobacter pylori is a bacterium of the stomach that also causes gastric pathologies globally. Importantly, Ascaris, H. pylori, and gastric diseases all disproportionately affect individuals in resource-limited settings. However, the associations between ascariasis, H. pylori infection, and gastric diseases remain relatively unexplored. We synthesized the existing research associating Ascaris infection with H. pylori infection and/or gastric pathologies. Records were identified in OVID Medline, Embase and Web of Science using search terms for ascariasis, H. pylori infection, and gastric abnormalities and additional …

Optical Coherence Tomography As An Emerging Technique For Identifying Pediatric Middle Ear Effusion, Roger Neuberger, Jeffrey Carter, Adriana Dives, Ana Sofia C Ibarrola, Maritsa Ixba, Elton Lambert, Yi-Chun Liu, Anna H Messner

Faculty, Staff and Students Publications

Objective: Acute otitis media (AOM) and otitis media with effusion (OME) rely on accurate characterization of middle ear effusion (MEE). Optical coherence tomography (OCT) is a potential modality for noninvasive analysis of MEE, thereby assisting with otitis media diagnosis. This study aims to compare the diagnostic performance of OCT with otoscopy and tympanometry in pediatric patients.

Methods: A prospective convenience sample of 164 pediatric patients aged 6 months to 12 years was recruited from two tertiary care pediatric otolaryngology clinics. During their visit, each child underwent otoscopy, tympanometry, and OCT evaluation. Scans were reviewed by both a fellowship-trained pediatric otolaryngologist …

Derivation And Validation Of The Pediatric Community-Acquired Pneumonia Severity (Pedcaps) Score: A Prospective Cohort Study, Todd A Florin, Ron Reeder, Lilliam Ambroggio, Richard M Ruddy, Samir S Shah, Allison Cator, Matthew J Lipshaw, Geoffrey A Capraro, Laura F Sartori, Amy Y Cheng, Leah Tzimenatos, Patrick S Walsh, Claudia R Morris, Chris A Rees, Son H Mclaren, Tamar R Lubell, Chari D Larsen, Justin Moher, Eileen J Klein, Shubhada Hooli, Nathan Kuppermann

Faculty, Staff and Students Publications

Introduction: Community-acquired pneumonia (CAP) is a frequent and costly cause of pediatric emergency department (ED) visits and hospitalizations. Previous prognostic tools for CAP are limited by small samples, single-center or retrospective designs, lack of generalizability to ED settings, lack of biomarkers, or limited objective data. To overcome these limitations, we will derive and externally validate a prediction rule for pediatric CAP severity in a large, multicenter prospective cohort.

Methods: This is a prospective cohort study of children 3 months to 18 years old with CAP who present to EDs within the Pediatric Emergency Care Applied Research Network. Enrollment began 8/2023 …

The Impact Of Tracheal Intubation Attempts On Chest Compression Fraction During Pediatric Cpr: A Report From The Videography In Pediatric Resuscitation (Viper) Collaborative, Theerapon Jariyasakoolroj, Karen O'Connell, Thomas Macdonald, John Breslin, Jennifer Murphy, Crystal Macdonald, Tara Neubrand, Laura Rochford, Sage Myers, Benjamin Kerrey, Aaron Donoghue

Faculty, Staff and Students Publications

Aim: To examine the association between tracheal intubation (TI) attempts and chest compression (CC) pauses on chest compression fraction (CCF) during pediatric CPR across a network of emergency departments.

Methods: Prospective observational cohort by the Videography in Pediatric Resuscitation (VIPER) Collaborative. Videorecorded CPR events were reviewed to measure CC pauses and characterize TI attempts. CCF was calculated as the proportion of time compressions were delivered during each event. Events were categorized based on whether TI-associated pauses occurred, and CCF was compared using Wilcoxon rank-sum testing.

Results: A total of 183 CPR events were included. The median event duration was 971 …