Digital Commons Network^™

Trajectory-Aware Dynamic Offloading For High-Mobility Vehicular Edge Systems, Haoran Xu, Zhiqin Huang, Youwu Hu, Zheyi Chen

Journal of System Simulation

Abstract: To address the problems of service interruptions, task failures, and resource waste caused by high mobility of intelligent vehicles (IVs) in vehicular edge computing (VEC), this paper proposes a trajectory-aware dynamic offloading (TADO) framework for high-mobility vehicular edge systems. A lightweight T-pattern trajectory-aware algorithm is designed to efficiently predict the next-hop road side unit (RSU) by mining spatio-temporal patterns from historical trajectories of vehicles, offering a forward-looking reference for offloading decisions. A joint optimization model is constructed, and a service interruption risk factor driven by trajectory prediction is introduced. An improved DRL method is developed. It takes the predicted …

Multi-Auv Pursuit Algorithm With Phased Guidance Based On Maddpg, Sen Zhang, Sihang Shen, Xiaojie Sun, Jingping Shao, Shuaiqiang Guo, Yingjie Deng

Journal of System Simulation

Abstract: To address the problems such as low exploration and sampling efficiency and sparse rewards in the early training stage under the complex target pursuit environment of multiple AUVs based on MADDPG, a phased-guidance curriculum MADDPG (PGC-MADDPG) algorithm was proposed. The pursuit task was divided into two phases, i.e., target tracking and encircling, through curriculum learning. In the target tracking phase, an experience strategy based on the APF method was introduced as a guidance item to provide prior knowledge of the target direction and accelerate the AUV training speed. After entering the encircling phase, the APF guidance item was removed, …

Study On Trajectory Optimization Of Spray Painting Robot Based On Improved Sparrow Search Algorithm, Jie Yang, Zhenkai Xiong, Longyan Wang

Journal of System Simulation

Abstract: To address the challenges posed by the complex working environment to the trajectory planning of the spray painting robot, a multi-strategy integrated sparrow search algorithm (MISSA) was proposed with the dual optimization objectives of time efficiency and motion smoothness. The 3-5-3 polynomial interpolation method was adopted to design the trajectory curve, aiming to ensure continuous angular displacement, angular velocity, and angular acceleration throughout the process. A multidimensional optimization problem with joint constraints was constructed using the total trajectory duration as the performance index. MISSA, which integrates refraction reverse learning, sine-cosine adaptive adjustment, and Cauchy mutation, was utilized to optimize …

Simulation Platform Based On Soc-Fpga Clusters For Cxl-Ethernet Heterogeneous Interconnection, Xu Zhang, Ke Liu, Mingyu Chen

Journal of System Simulation

Abstract: To address the difficulty of balancing simulation speed and topology flexibility when simulating large-scale, CXL-Ethernet heterogeneous interconnect datacenter scenarios with existing CXL simulation platforms, this paper presents CNetSim, a semi-physical simulation platform based on an SoC-FPGA cluster. The platform employs SoC-FPGA hardware to emulate endpoint nodes, leveraging their real processors and memory devices as well as FPGA-implemented CXL. mem protocol to support high-speed execution of standard Linux systems and real distributed applications. Meanwhile, it utilizes the flexible topology configuration capability of software simulation to implement CXL switched networks and inter-rack Ethernet interconnects based on DPDK on simulation servers. Simulation …

Optimization Of Convective Heat Transfer Parameters For Spindles Based On Finite Element Thermal Analysis, Jiali Zhang, Haiping Liu, Qinsheng Jiang, Sina Dang

Journal of System Simulation

Abstract: In view of the low simulation accuracy of existing finite element models for thermal characteristics of spindles caused by ignoring the influences of geometric characteristics of convective surfaces and fluid flow patterns and often adopting constant temperature loading in the setting of convective heat transfer boundary conditions, this paper proposed an optimization method for convective heat transfer parameters of spindles based on finite element thermal analysis. Combined with the geometric shapes and spatial positions of various convective surfaces of the spindle system, the calculation criterion of the convective heat transfer coefficient was determined through dimensional analysis according to the …

Simulation And Optimization Of Task Offloading In Mine Edge Computing For Low-Concurrency Devices, Zhaolu Guo, Qianhui Liu

Journal of System Simulation

Abstract: With the advancement of mine intelligence, task offloading technology has become a core technology of mine edge computing (MEC). For edge computing systems deployed with mine low-concurrency devices (MLCD), a discrete-event simulation model for MEC task offloading oriented to MLCD was constructed to solve the collaborative optimization problem of task processing latency and load balancing of mine edge servers (MES). By dynamically simulating the queuing, transmission, and computation processes of tasks, the objective of minimizing task processing latency was achieved. An improved evolutionary algorithm, ISBT-EA, was proposed, which integrated a task-characteristic-driven initialization strategy and local search operators, enhancing the …

Harnessing Nitrogen Fixing Plants For A Bio-Solar Nitrogen Economy, Taufiq Nawaz, Liping Gu, James Young, Riffat Latif, Mazhar Sher, Lan Xu, Shah Fahad, Ruanbao Zhou

Natural Resource Management Faculty Publications

The fossil fuel–driven chemosynthesis of ammonia for nitrogen fertilizers is a major contributor to global greenhouse gas emissions, releasing approximately 1130 million metric tons (MMT) of CO₂-equivalent annually. In addition, the extensive use of synthetic nitrogen fertilizers (≈108 MMT annually) results in substantial emissions of nitrous oxide (N₂O), while nearly 50% of applied nitrogen is lost through leaching and runoff, leading to widespread nitrate pollution and ecosystem degradation. In contrast, solar-powered biological nitrogen fixation (BNF) by nitrogen-fixing plants offers a sustainable alternative that supports agricultural productivity and healthy ecosystem resilience. BNF by leguminous and non-leguminous plants …

Personalizable Metabolic Models To Enable Immune Characterization And Drug Discovery, Joshua Loecker

Department of Biochemistry: Dissertations, Theses, and Student Research

Cellular metabolism is reshaped by disease and physiological state, and genome-scale metabolic networks (GSMNs) offer a systematic way to interrogate this biology and identify therapeutic targets. Building a GSMN from expression data, however, requires a sequence of stages including read processing, normalization and gene-activity classification, multi-omic integration, model reconstruction, simulation, and biological interpretation. These are typically handled by disconnected tools spanning multiple programming languages, file formats, and databases. The resulting reliance on heterogeneous interfaces and manual steps threatens reproducibility. This work develops an ecosystem of computational tools that carry an analysis from raw sequencing reads to mechanistic biological interpretation. First, …

David Edmonds, Parfit: A Philosopher And His Mission To Save Morality, T. J. Mawson

Faith and Philosophy: Journal of the Society of Christian Philosophers

No abstract provided.

On The (Libertarian) Freedom Of The Trinity, Slater Simek

Faith and Philosophy: Journal of the Society of Christian Philosophers

No abstract provided.

Nicholas M. L. Nathan, A Map Of Selves: Beyond Philosophy Of Mind, Mark Textor

Faith and Philosophy: Journal of the Society of Christian Philosophers

No abstract provided.

Developing A Body Of Knowledge For Sustainability Engineering Using The Delphi Method: A Work In Progress, Ivan J. Baiges-Valentin, Yewande S. Abraham, Sagata Bhawani, Christopher Papadopoulos, Radhika Barua, Amakoe Gbedemah, Sara Hill, Jorge E. Loyo, Victoria Matthew, Noe Vargas Hernandez

Mechanical Engineering Faculty Publications

Background: As sustainability becomes increasingly important in engineering education and practice, there is a need to formally define Sustainability Engineering as a distinct discipline. Engineering disciplines, such as Civil Engineering, Industrial Engineering, and Environmental Engineering, have established Bodies of Knowledge (BoKs) that delineate the professional and educational expectations of their respective fields. Sustainability Engineering, as a new and evolving field of study, has yet to develop a unified framework that can facilitate curricular coherence, guide the assessment of learning outcomes, and define professional competencies.

Objectives: The goal of this work is to develop an initial version of a Sustainability Engineering …

Long-Term Outcomes And Symptom Response Following Hypofractionated Stereotactic Radiotherapy For Intracranial Meningioma, Ryan Shah, Bs, Nilanjan Haldar, Shray Jain, Lauren Holt, Sophia Shah, Hamail Iqbal, Anthony Chen, Christopher J. Farrell, Debanjan Haldar, James J. Evans, Gregory S. Alexander, Wenyin Shi

Department of Neurology Faculty Papers

Objective: Various radiation dosing regimens exist due to tumor size, location, and patient preference. This study evaluated the long-term outcomes of patients with benign meningiomas treated with hypofractionated stereotactic radiotherapy (SRT)at our institution.

Methods: This is a retrospective review of all patients diagnosed with meningioma at our institution who received hypofractionated SRT (5 fractions). Clinical data, including tumor location, size, prior treatments, demographics, radiation dosimetric information, tumor response, and survival were collected. Kaplan-Meier curves were used to assess local control (LC). Acute and late toxicities were evaluated. Patients were included for analysis if they had at least one post-treatment magnetic …

Understanding And Cultivating Algebraic Thinking: A Case Study Of Middle Grades Multilingual Learners, Damiale Johnson

Curriculum and Instruction (Ed.D.) Dissertations

Multilingual learners often encounter challenges in mathematics classrooms due to the linguistic and interpretive demands of mathematical discourse and problem-solving. This qualitative case study investigated how three seventh-grade multilingual learners developed and demonstrated algebraic thinking during collaborative mathematical problem-solving tasks. Specifically, the study examined students’ strategies and resources, the challenges they encountered, and how language, collaboration, and representation supported algebraic and functional reasoning.

Guided by situated learning theory, sociocultural developmental theory, and the Algebraic Habits of Mind framework, the study emphasized social interaction, language, and contextualized problem-solving. Participants were Spanish-speaking multilingual learners developing academic proficiency in English in a middle …

After A Fire: Considerations For Residential Property Soil Testing And Restoration, Andrew J. Whelton, Todd Thalhamer, Yiming Liu, Sarah Miller, Hua Cai

Resilience to Emergencies and Disasters

No abstract provided.

Inflammation Associated With Obesity, Aging, And Amyloid Burden In Adults With Down Syndrome, Victoria L. Fleming-Batayneh, Brian C. Helsel, Lauren T. Ptomey, Benjamin L. Handen, Mark Mapstone, Melissa Petersen, Sharon J. Krinsky-Mchale, Christy L. Hom, Davneet Minhas, Weiquan Luo, Charles Laymon, Joseph H. Lee, Annie Cohen, Beau M. Ances, Adam M. Brickman, Margaret Pulsifer, H. Diana Rosas, Florencia Lai, Shahid H. Zaman, Elizabeth Head, Dana Tudorascu, Julie Price, Fredrick Schmitt, Bradley T. Christian, Ozioma Okonkwo, Sigan L. Hartley, Beau M. Ances, Howard F. Andrews, Karen Bell, Rasmus M. Birn, Adam M. Brickman

Neurology Faculty Publications

Objective: Adults with Down syndrome (DS) often show elevated systemic inflammation, but the association with obesity, aging, and Alzheimer's disease (AD) pathology is not well understood. Methods: Data were drawn from 188 nondemented adults with DS participating in the Alzheimer Biomarkers Consortium-DS (ABC-DS). Participants completed clinical assessments, blood draws, and neuroimaging. Plasma biomarkers included indicators of general, pro-, and anti-inflammation. Mixed linear models tested associations between BMI, age, PET-measured amyloid burden, and inflammatory biomarkers, adjusting for sex, trisomy type, and collection site. False discovery rate correction was applied. Results: The majority of the participants met criteria for obesity. Higher BMI …

Using Clinical And Thrombus Characteristics To Predict The Etiology Of Ischemic Stroke, Graham A. Branscom, Carina Seah, Tannishtha Som, James Vicari, Alan R. Dabney, Selva Baltan, Farida Sohrabji, Keith Pennypacker, Keith B. Woodward, Benjamin I. Rapoport, Sol Schulman, Justin F. Fraser, Christopher P. Kellner

Neurology Faculty Publications

Background and purpose: Ischemic stroke comprises about 87% of all stroke cases in the US. 20% of these have a cardioembolic (CE) etiology, and 25% are still considered embolic strokes of undetermined sources (ESUS). ESUS strokes are associated with worse functional outcomes and survival rates, underscoring the need for understanding the clinical differences in stroke etiology. Methods: We analyzed the Investigation of Clot in Ischemic Stroke and Hematoma Evacuation (INSIGHT) registry (NCT04693767, https://clinicaltrials.gov/study/NCT04693767), which includes n=388 patients total (n=208 CE, n=142 AFIB, n=180 non-CE). We analyzed 123 data features, spanning across domains including demographics, past medical history, baseline blood lab …

Development Of The Comparative Wellness Index (Cwi): A Cross-National Assessment Of Resident Physician Wellness In India And The United States, Jeevan Nammi

Expo Student Presentations

2026 Summer Expo Oral Presentation

• Education

Patient Factors Influencing Caregiver Burden After Stroke, Madison Johnson, Catherine Vaughn, Elizabeth Byrd

Expo Student Presentations

2026 Summer Expo Poster Presentation

• Health Sciences & Health Professions

Adolescent Brain Activity During Associative Memory Encoding Is Related To Dietary Nutrient Intake, K S. Mohankumar, C T. Eickstead, A Bolaram, D K. Grey, C A. Orihuela, R Evans, S Mrug, D C. Knight

Expo Student Presentations

2026 Summer Expo Poster Presentation

• Social & Behavioral Sciences

Vegf-A Mediates Red Light-Induced Enos Expression In Human Microvascular Endothelial Cells, Iman Zuberi, Helen Brown, Nicole Lohr

Expo Student Presentations

2026 Summer Expo Poster Presentation

• Biological & Life Sciences

Machine Learning Identifies Structural Predictors And Residual Hotspots Of County-Level Cardiovascular Mortality In The United States, Jeevan Nammi

Expo Student Presentations

2026 Summer Expo Oral Presentation

• Health Sciences & Health Professions

Comparative Hepatobiliary Adverse Event Reporting Phenotypes Among Traditional And Emerging Masld Therapies: A Faers Analysis, Jeevan Nammi

Expo Student Presentations

2026 Summer Expo Oral Presentation

• Health Sciences & Health Professions

Practice Brief—Reading Strategies For Parents And Teachers, Kelsey Davison, Rebecca Marks

Science of Reading

Shared reading is an important context for supporting young children's language and emergent literacy development. Research has identified evidence-based strategies that parents and educators can use to make shared reading more interactive, language-rich, and supportive of children's learning. This brief reviews these strategies and how they can strengthen the early language skills that provide the foundation for learning to read.

Waring Library Society Newsletter, Summer 2026, Jude Arendall, J. G. Reves, Joann Livingston Zeise, Elinor Cecile Gray Borgert

The Waring Library Society Newsletters

This issue includes a tribute to President David Cole by Dr. Jerry Reves, in honor of Cole’s retirement. It features an intriguing story on the history of the X-ray, and a special article on the history of the gin and tonic, written by our very own WLS member and leader, Dr. Elinor Borgert.

Addressing Homelessness As A Key Risk Factor For Overdose Deaths In King County, Washington, Catherine Mutti-Driscoll

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement:

In this portfolio, I identify prevention strategies that address the nested problems of overdose deaths and homelessness in King County, Washington. By examining how housing instability, substance abuse, structural racism, and gaps in coordinated care intersect, this paper advocates for a responsive prevention approach that combines evidence-based substance abuse strategies, phased housing approaches, and culturally responsive care.

Significant Findings:

While recent harm reduction measures have improved overdose death rates in King County, unhoused individuals continue to account for 50% of the county’s still concerning fatal overdose numbers. Data shows that historical racism in King County also shapes who …

Addressing The Stigma: Fostering Mental Health And Resilience Among Law Enforcement Officers In The Columbia River Gorge, Claire Ranit

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement:

This portfolio aims to raise awareness of the increased risk of suicidality in small, rural law enforcement agencies and identify prevention strategies to reduce the risk by empowering and educating law enforcement officers (LEOs).

Significant Findings:

LEOs in small, rural agencies like those found in the Columbia River Gorge face significant mental health challenges, with research indicating LEOs rate of suicide at agencies employing 50 or fewer sworn staff is 43.78 per 100,000 between 2016 to 2022, compared to the United States (U.S.) general population of 13.78 per 100,000 in that same time period (Lawrence et al., 2025; …

Reducing Chronic Loneliness Among Lgbtq+ Older Adults In Greater Seattle, Douglas J. Gallup

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement

The goal of this project is to reduce chronic loneliness and social isolation among LGBTQ+ adults age 65 and older in the Greater Seattle area by increasing access to affirming, accessible, and evidence-informed opportunities for meaningful connection.

Significant Findings

LGBTQ+ older adults in Seattle and King County face elevated risks of living alone, social isolation, and limited access to affirming services, while also demonstrating substantial resilience (Fredriksen-Goldsen et al., 2015). A promising approach would combine meaningful activity, social support, practical access assistance, and PEARLS-informed strategies. GenPride is a logical community partner because its programs foster well-being and belonging …

The Impact Of Childhood Trauma On Parenting And Emotional Regulation In Charlotte, Nc], Raven Forrest

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement:

The goal of this social change project is to increase awareness of how unresolved childhood trauma can affect parenting, emotional regulation, and family relationships among low-income families in Charlotte, North Carolina. This project focuses on prevention by promoting trauma-informed education, emotional regulation skills, and evidence-based parenting support programs that can help reduce intergenerational patterns of trauma.

Significant Findings: Unresolved childhood trauma may affect adults through emotional dysregulation, anxiety, depression, low self-esteem, unhealthy communication, harsh discipline, and difficulty forming healthy family relationships. These challenges may increase parenting stress and create emotionally unsafe home environments for children. In Charlotte, families …

Preventing Mental Health Issues In Children And Adolescents With Learning Disabilities, Laura Barrett

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: The goal of this social change portfolio is to prevent mental health issues in children and adolescents with learning disabilities in the state of Utah.

Significant Findings: Children and adolescents with learning disabilities (LDs) in Utah face elevated risks of anxiety, depression, low self-esteem, and related difficulties stemming from chronic academic frustration and social challenges, yet substantial service gaps for this vulnerable population exist. Approximately 58% of children needing mental health care in Utah do not receive any, and only about half of the estimated 58,000 students diagnosed with LDs have specialized educational supports such as individualized education …