Digital Commons Network^™

The Assessment And Valuation Gis Toolbox For Nerds, Lauren Voelker, Daniel Fasteen Phd

GIS Technology Conference 2026

This hands-on workshop explores the modern geospatial toolkit for property valuation and assessment. We’ll explore how spatial analytics can enhance assessment accuracy, uncover neighborhood patterns, and support more defensible valuations. We’ll start with the essentials—bringing your data into Pro and performing exploratory spatial analysis—before moving into advanced tools for valuation modeling. Learn how to apply exploratory regression, forest-based classification and regression, geographically weighted regression (GWR), spatially constrained multivariate clustering, and territory design tools to improve accuracy and insight in your valuation workflows. We’ll also introduce the R-Bridge for extending analytical capabilities with custom scripts. If time permits, we’ll conclude with …

Leveraging Arcgis Pro To Manage Parcels (Full-Day) Workshop, Jason Camerano

GIS Technology Conference 2026

In this hands-on workshop, attendees will learn about managing parcels in ArcGIS Pro, utilizing the Parcel Fabric data model, and how to extend it for their data migration. Once data is migrated, the focus will shift to common record-driven and quality-driven workflows. Agenda: The ArcGIS Parcel Fabric information model and how to extend it for your organization Data migration to the Parcel Fabric Record-driven workflows and parcel lineage Quality-driven workflows to evaluate and improve data quality Modern implementation patterns that use service-oriented architecture (SOA) and versioning to support Multi-user, concurrent editing Using and configuring Tasks for your repeatable workflows The …

Demonstrating Sysml V2’S Utility With Syside And Syson For Systems Modeling, Quinn Galen

Student Research Symposium (SRS)

This study highlights the practical utility of SysML v2’s kernel language, a formal, text based foundation for consistent, cross tool model definitions, in Model Based Systems Engineering (MBSE), using Air Traffic Management (ATM) as an illustrative example. SysIDE, an open source textual editor, enables rapid model creation with the kernel’s concise syntax, allowing users to define system components and behaviors (e.g., ATM radar or flight path interactions) with real time validation. SysON, a web based graphical tool, complements this by facilitating collaborative visualization of system architectures. Using ATM as an example case, we can showcase how the kernel language enhances …

Conceptual Exploration Of Film Cooling Techniques In Hydrogen Gas Turbines, Wen Wu

Student Research Symposium (SRS)

Film cooling is a key heat transfer technique that protects gas turbine blades from extreme temperatures, allowing higher turbine inlet temperatures and greater thermal efficiency. It works by ejecting a thin layer of cooler air from the compressor through small holes onto the hot surface, creating a protective film layer that lowers surface temperature and reduces thermal stress on blades. This process is vital in power generation and propulsion systems that operate near material limits. With growing emphasis on sustainability, film cooling has gained new importance in hydrogen-fueled gas turbines. Hydrogen combustion creates water vaper and low-density exhaust gases, which …

Therepairer_Vol8no12_Dec1903

The Repairer

No abstract provided.

Gci #274: The Neuro-Clearance Research Architecture, Michael Victor Caldwell Mr.

Defensive Publications Series

This disclosure describes the GCI-274 Neuro-Clearance Engine (v3.1), a non-medical, open-hardware research architecture designed for the study of complex fluid dynamics in cranial-mimetic phantom models. The system integrates 21 independent Gemini Caldwell Inventions (GCI) into a unified Vortex-Acoustic Transport Stack to explore the mobilization and redistribution of protein-analog aggregates in non-Newtonian fluids (PVA-Cryogel).

The architecture utilizes a multi-layer physical approach:

1. Kinetic Lift Layer: Employs the GCI #102 Vortex Spine featuring GCI #18 J-Groove Rifling to induce passive vortex shedding and helical upward flow without mechanical impellers.

2. Acoustophoretic Layer: Utilizes a 12-element GCI #75 Phased Array mapped to a GCI …

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Artificial Genuine Intelligence: Why Constraint Matters More Than Values In Recursive Ai Systems, Thom Pham

Defensive Publications Series

Large language models are often described as hallucinating when they produce incorrect

or unsupported outputs. That label is useful descriptively, but it conflates several distinct

mechanisms, including local generation error, unsupported fabrication, and

interaction-driven reinforcement of an initially weak claim. This paper isolates the third

case.

We argue that a subset of hallucination-like behavior is better understood as Recursive

Narrative Amplification (RNA): a feedback dynamic in which an already introduced

claim gains authority through recursive reuse before sufficient external constraint has

refreshed or corrected the trajectory.

The paper also introduces aggregation-induced error as a distinct structural failure mode

arising from …

Bio‑Kinetic Vortex Sentry (Bkvs) V3.2 (Gci #272), Michael Victor Caldwell Mr.

Defensive Publications Series

The Bio‑Kinetic Vortex Sentry (BKVS) v3.2 (GCI #272) is a modular, battery‑free, open‑hardware research architecture for biomechanical sensing, microfluidic processing, and ultrasonic telemetry, intended solely for in‑silico and in‑vitro / ex‑vivo investigation under ethical oversight. BKVS integrates (i) µW‑scale biomechanical energy harvesting via Kirigami piezoelectric nanogenerators, adaptive PVDF‑TrFE meta‑material skins, and a self‑regenerative bio‑triboelectric buffer; (ii) an ex‑vivo acoustophoretic + J‑groove vortex microfluidic module combining acoustophoresis, electrostatic focusing, and low‑shear hydrodynamics for microplastic and protein‑aggregate separation; (iii) Dyneema‑reinforced microchannel scaffolds for acoustically addressable tissue engineering experiments; (iv) an ultrasonic interstitial fluid sensor with optional needle‑free mist delivery; and (v) secure …

Gci #271 – Active Orbitronic Heat‑Pump Substrate (V2), Michael Victor Caldwell Mr.

Defensive Publications Series

GCI #271 proposes a solid‑state, vibration‑driven thermal‑diode‑like interposer for high‑density chip‑stacks. It moves beyond passive heat spreading by attempting to bias phonon transport in one direction using chiral‑phonon‑induced orbital‑like currents driven by an acoustic field and thermal bias.

At its core, GCI #271 combines:

• A high‑thermal‑polymer substrate (Dyneema‑UHMWPE / epoxy‑acrylate, based on Arachne‑23‑style concepts) that serves as the main “phonon highway” within the interposer.

• A Z‑cut α‑quartz thin film (5–20 µm thick) bonded on top, chosen because chiral‑phonon effects and orbital‑like responses have been observed in similar quartz‑like crystals when driven by thermal, optical, or acoustic excitation.

• Piezo‑driven acoustic excitation …

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Therepairer_Vol6no12_Dec1901

The Repairer

No abstract provided.

Therepairer_Vol3no8_Aug1898

The Repairer

No abstract provided.

Therepairer_Vol6no2_Feb1901

The Repairer

No abstract provided.

Therepairer_Vol5no2_Feb1900

The Repairer

No abstract provided.

From Automation To Innovation: The Transformative Impact Of Ai On Business Functions In India, Ritika Sharma, Ashwarya Kapoor

Management Dynamics

Background: Artificial Intelligence (AI) is revolutionizing business operations by driving innovation, streamlining processes, and enhancing decision-making. Its growing adoption across industries signifies a paradigm shift from traditional business models to intelligent, data-driven systems.

Objective: The study aims to examine how AI influences modern business functions, with a particular focus on marketing practices within the Indian context.

Methods: A qualitative research approach was employed using semi-structured interviews with ten Indian marketing professionals. The insights gathered were analyzed to identify emerging themes related to AI adoption, benefits, and challenges.

Results: Findings reveal that AI significantly enhances operational efficiency by automating repetitive tasks, …

Pith: A Governed Cognitive Architecture For Persistent Ai Memory, Andrew Estey-Ang

Defensive Publications Series

We present Pith, a cognitive architecture that provides persistent, governed memory for large language model (LLM) agents. Unlike stateless retrieval-augmented generation (RAG) systems or simple key-value memory stores, Pith implements a multi-layered governance stack that manages the full lifecycle of learned knowledge: acquisition, belief state management, temporal decay, contradiction detection, authority scoring, and cross-session coherence. We describe the architecture's core components — a five-state belief lifecycle, four-tier feedback system, knowledge area segmentation, and a novel behavioral benchmark (CogGov-Bench) for evaluating governance effectiveness. Deployed in production with 4,874 concepts across 3,043 sessions, Pith achieves a CogGov-Bench composite score of 69.0/100 with …

Decoupling Stylistic And Factual Context In Llms To Mitigate Conversational Tone Inertia, Viraj Doshi

Defensive Publications Series

Large language models (LLMs) engaged in extended dialogues may exhibit "tone inertia," where a model's style can become fixed and may not adapt when a conversational topic shifts, potentially leading to contextually inappropriate responses. A system can manage this behavior by algorithmically decoupling conversational context into components, such as a factual context for semantic knowledge and a stylistic context for tone and stylistic profile. A domain shift detection module can identify shifts in the conversation based on mathematical/vector detection, which may trigger a reset of the stylistic context while the factual context is preserved. This process can allow dynamic adaptation …

Transaction-Outcome Driven Adaptive Logging, Chao Feng, Kelu Zhang, Wenliang Li, Peng Xu, Xiangjun Meng

Defensive Publications Series

Presented herein is a system, referred to as Transaction-Outcome Driven Adaptive Logging (TODAL), that is an innovative system that resolves the critical trade-off between comprehensive diagnostic logging and operational efficiency on complex network devices. It achieves this by capturing all log data at the highest verbosity into an internal buffer, then intelligently processing and outputting only key summary information for successful operations, while providing full detailed logs exclusively for failed transactions. This approach not only ensures comprehensive troubleshooting data is always available when needed, but also significantly reduces system resource consumption and extends the effective retention period of relevant logs.

Adaptive Behavioural Session Control For Shared Printers Using Machine Learning–Based Threat Analytics, Hp Inc

Defensive Publications Series

The present disclosure relates to device security for shared peripherals, particularly enterprise printers and multifunction devices (MFDs). More specifically, it pertains to adaptive session management, user authentication, and AI-driven threat analytics using behavioral modelling and job accounting data.

Enhancing Introductory Cybersecurity Learning: A Design-Based Research Case Study, Manny Niri Dr.

Journal of Cybersecurity Education, Research and Practice

This study employs a design-based research (DBR) framework to examine the impact of a comprehensive curriculum redesign in an introductory Foundations of Security module for undergraduate students in computing and cybersecurity at a UK public university between 2019 and 2025. The redesign aimed to enhance student learning, engagement, and critical thinking through the embodiment of evidence-based pedagogical strategies, including flipped classroom delivery, blended learning, gamified practical exercises, repeated low-stakes mock assessments, and structured problem-solving activities. Student feedback, assessment outcomes, attendance records, and faculty reflections were analysed to evaluate the effectiveness of the redesign. The results indicate substantial improvements in student …

The Role Of Emerin In Myogenic Differentiation, Nicholas Marano

Theses and Dissertations

The nucleus harbors genetic material encapsulated by the nuclear envelope which is composed of an inner and outer nuclear membrane. The establishment and organization of chromatin at the INM is essential for cell fate during the differentiation program. Integral INM proteins are responsible for chromatin organization at the nuclear envelope. Emerin is a highly conserved type II integral INM protein with roles in chromatin organization, cell signaling, and nuclear structure. Mutations in the emerin gene cause Emery Dreifuss Muscular Dystrophy 1 (EDMD1). Emerin is ubiquitously expressed, but loss of emerin function affects specifically skeletal muscle and cardiac tissue. The precise …

How Losing My Phone Saved My Life

Emerging Writers

The author describes their journey through a mental health episode, choosing treatment, and concluding a stay at a health support facility. Please note that the author has chosen to publish under a pen name to protect their privacy.

AiXGa1−XN (0.7 < X < 1) Schottky Diodes Using Distributed Polarization Doped Layer With A Current Density Of 14 Ka/Cm2, Tariq Jamil, Abdullah Al Mamun Mazumder, Mafruda Rahman, Muhammad Ali, Grigory Simin, M. Asif Khan

Faculty Publications

High Al-content Al_xGa_1-xN (0.7 < x < 1) quasi-vertical Schottky barrier diodes (SBDs) with distributed polarization doping were grown on the bulk AlN substrate. They exhibit excellent rectification behavior with a large forward current density (~14 kA/cm² ) and a high breakdown field of ~8.3 MV/cm. The SBDs also exhibited low ideality factors of (n~1.2) with a high Schottky barrier height (Φ _b~ 1.7 eV). Thus, this study demonstrates the feasibility of the distributed polarization doping approach for high current–high voltage devices.

Starting The Engine, Rowan Rodgers

Emerging Writers

This is a nonfiction narrative about how the author gained and grew their motivation for fine arts and education. The piece discusses early obstacles in school and how the author eventually overcame them with newfound skills and supporters.

Exploring The Strategies Used By Caribbean Business Leaders To Adopt Artificial Intelligence To Improve Business Performance And Decision-Making, Hazarie Ramoutar

Walden Dissertations and Doctoral Studies

A lack of effective strategies for adopting generative artificial intelligence (GenAI) limits business leaders in the Caribbean’s ability to enhance business performance and decision-making. Business executives, shareholders, employees, and policymakers are vested in the success of Caribbean businesses to remain competitive and become more efficient. Grounded in the technology acceptance model (TAM), the purpose of this qualitative, pragmatic inquiry project was to identify and explore the strategies Caribbean business leaders use to successfully adopt GenAI, thereby enhancing business performance and decision-making. The participants were seven business leaders from for-profit organizations in the English-speaking Caribbean. Data were collected using semistructured interview-based …

The Experiences Of Faith-Based Non-Profit Human Services Professionals In The Implementation Of Parental Resources For Homeless Mothers, Latasha Sublett

Walden Dissertations and Doctoral Studies

Homelessness is a worldwide, complex social problem that has impacted groups like women and children. In recent studies, researchers have demonstrated that homeless mothers can face mental health challenges and stressors related to parenting, while homeless children can experience emotional and physical difficulties. Parental resources have been cited as a tool to help homeless families address stress and development in distinct settings in current research; however, there was limited research on how faith-based non-profits utilize parental resources to help homeless mothers. The purpose of the generic qualitative study was to learn the perceptions and experiences of faith-based non-profit human services …

Exploring The Process Of Using Equine-Assisted Psychotherapy To Treat Anxiety, Danica Yates

Walden Dissertations and Doctoral Studies

Anxiety is the most rapidly growing mental health problem globally, particularly among adolescents and young adults. Mental health clinicians need effective integrative health treatment strategies to address the anxiety epidemic. The purpose of this qualitative generic study was to explore the perspectives of clinicians on the process of using equine-assisted psychotherapy (EAP) to treat adolescents and young adults with anxiety through the lens of a somatic theory, bioenergetics. Data were collected using semi-structured interviews with 12 EAP clinicians and analyzed using Braun and Clarke’s thematic analysis. Three themes were identified: 1. The process of EAP is highly effective because energetic …

Teachers And Administrators’ Perspectives Of Teacher Retention Rates During The First 5 Years Of Employment, Seth Hay

Walden Dissertations and Doctoral Studies

The problem that was addressed through this study was the high percentage of novice teachers leaving the profession during the first 5 years of teaching in a Southwestern state. Grounded in Mitchell et al.'s job embeddedness theory, the purpose of this qualitative study was to explore K-12 teachers’ perspectives on factors influencing their decision to remain in the education profession, as well as K-12 administrators’ perspectives on influencing novice teachers’ decisions to persist in the education profession in a Southwestern state. For this basic qualitative design, data were collected from 10 teachers and three administrators and analyzed using Braun and …

What Are The Current Risks For Patients Associated With Technology Related Perfusion Practices: A Scoping Review, Jessica Steel

Student Works

Background: Advancements in medical technology, particularly in perfusion practices such as ECMO and heart-lung bypass, have improved patient care but also introduced novel risks. Technological errors—ranging from hardware malfunctions to software failures and AI model inaccuracies—can directly threaten patient safety.

Objective: To identify current trends and risks associated with technology in perfusion practices and synthesize evidence on the frequency, nature, and outcomes of technology-related errors.

Results: Evidence indicates substantial deficiencies in medical devices, predictive models, and health IT systems. AI-based predictive models frequently failed to detect critical health deterioration, missing 66% of injuries in some in-hospital mortality simulations. Adverse events …

Faculty Senate Minutes March 30, 2026, Utah State University

Faculty Senate & Faculty Senate Executive Committee

• Call to Order
• Approval of Minutes - March 2, 2026
• University Business
• Faculty Senate Business
• Reports
• Budget and Faculty Welfare
• Faculty Development and Educational Leadership
• Sustainability Council
• Information
• EPC Report - March 5, 2026
• Employee Benefits
• Task Force Report
• Additional Business
• President Elect Nominations
• Faculty Senate Spotlight
• 2026-2027 Faculty Senate Calendar
• Adjourn - 4:39

Should The Ordinary Income Rate Apply To Carried Interest?, Reuven S. Avi-Yonah

Articles

In 2008 professor Victor Fleischer published a famous article entitled “Two and Twenty: Taxing Partnership Profits in Private Equity Funds.” The article explained that: Private equity fund managers take a share of the profits of the partnership as the equity portion of their compensation. The tax rules for compensating general partners create a planning opportunity for managers who receive the industry standard “two and twenty” (a two percent management fee and twenty percent profits interest). By taking a portion of their pay in the form of partnership profits, fund managers defer income derived from their labor efforts and convert it …