Digital Commons Network^™

Low-Powered Voice Activity Detection Gating Model, Vyom Garg, Sumedh Tirodkar, Robert Kamara, Michal Matuszak

Defensive Publications Series

This document describes an automated process to evaluate a low-powered speech detection mechanism, also referred to as a voice activity detection system, audio gating network, hardware filter sentinel, wake-up trigger model, or tiny acoustic classifier, executing within an isolated, low-consumption hardware domain such as an always-on-compute island, low-power processing domain, hardware island, or power-isolated microcontroller unit. Traditional voice assistants or continuous audio recording architectures during routine environmental monitoring, including ambient processing apps and background listening frameworks, frequently cause severe battery exhaustion or power drain on mobile communications devices because the computationally heavier primary speech recognizer should remain active to evaluate …

Technical Disclosure Specification: Module 5 Integrated Multi-Layer Sub-Wavelength Photonic Crossbar Arrays And Interfacial Refractive Index Transformers For Non-Invasive Optical State Detection In Non-Equilibrium Quantum Matrices, Christopher L. Eckes

Defensive Publications Series

Traditional quantum state readouts introduce an intrusive physical measurement vector—such as direct electrical contact or unshielded magnetic flux—that acts as an unintended observer, instantly collapsing the fluid computational canvas before data extraction is completed. This disclosure specifies a standalone Integrated Multi-Layer Photonic Crossbar Array designed to execute non-invasive, simultaneous optical state tracking across distributed computing blocks. The hardware consists of high-index silicon nitride (Si₃N₄) waveguides embedded directly within the solid fused silica (SiO₂) inverse opal structural skeleton.

Rather than physically breaking into the 5.0 μm hollow spheres, the photonic network uses sub-wavelength evanescent field coupling to probe the active Interfacial …

Power-Managed Navigation Via Wearable Motion Sensing And Event-Triggered Image Capture For Auditory Hazard Alerts, Sumukh Shevde, Nazih Almalki

Defensive Publications Series

Premature battery depletion is caused in a head-worn computing device by the persistent capture of visual data for spatial navigation in low-visibility environments. To mitigate energy consumption, motion data is collected by a wrist-worn peripheral using dead reckoning to estimate positional changes. Image capture functions on the head-worn computing device are held in a suspended state during standard locomotion. Individual frames are captured at a frequency of one frame per second upon calculation of a proximity threshold to a potential hazard. The single frames are transferred over a localized wireless connection to a central mobile unit for hazard identification. Short …

Agentic Ai System For Multimodal Event Analytics And Narrative Generation, Huanhuan Wang, Jun Hui Au, Sherelyn Wan Quan Chan

Defensive Publications Series

An agentic artificial intelligence system for multimodal event analytics and narrative generation includes a multi-layer computational framework configured to autonomously acquire, transform, integrate, and produce event-related analytics. The system includes an event parameterization interface configured to receive user-defined parameters, a specialized orchestration engine configured to coordinate workflow and trigger parallel data processing streams, and a context formulation layer comprising a semantic data synthesis module, a public data extraction module, and a function calling module. The system includes a knowledge integration layer comprising a domain style and context adaptation module, a conflict resolution module configured to utilize a hierarchical dependency graph …

Editors' Introduction

Genocide Studies and Prevention: An International Journal

No abstract provided.

Full Issue 20.1

Genocide Studies and Prevention: An International Journal

No abstract provided.

Genocide In Gaza? Social Media Discussions Of Violence In Israel And Gaza, Timothy Williams, Andreas Dafnos

Genocide Studies and Prevention: An International Journal

This article conducts social network and topic analyses of German-language posts on X that discuss genocide and terrorism in Israel and Gaza in the first six months after the October 7 attacks and compares these to broader English-language discourses on the platform. The comparison reveals subtle differences in how Israeli violence and governance and Palestinians are discussed and who is seen as complicit in supporting violence. Markedly, German-language posts discuss what constitutes antisemitism more and employ a more restrained language towards Israel as a state and its political actors than English-language posts. We tie these findings back to the idiosyncrasies …

Genocidal Criminology: My Testimony, Yarin Eski

Genocide Studies and Prevention: An International Journal

This article is a testimony on the entanglement of my personal biography, responsibility, and lived experience of genocide denial and, subsequently, developing criminologies of genocide and its denial, based on my formative experiences, ranging from encountering Armenian genocide denial as a student, to dealing with institutional constraints and careerism, to my academic activism, raising awareness about the Gaza genocide, to, finally, prospecting genocide and ecocide in outer space: astrocide. These experiences configure a genealogy of what I term genocidal criminology that unpacks and criticizes criminological knowledge, institutions, and practices that produce genocide (denial), both epistemically and structurally. Essentially, I argue …

Arts & Literature: Gaza And The Question Of Prevention—An Interview With Bruce Robbins, Luis Gonzalez-Aponte

Genocide Studies and Prevention: An International Journal

No abstract provided.

Evaluating Preoperative Education Modalities For Orthopedic Surgery Patients, Hannah Johnson

DNP Projects

Effective preoperative education is essential as total joint arthroplasty (TJA) procedures shift to outpatient care, yet traditional education methods may not be meeting patients’ diverse learning styles. This Doctor of Nursing Practice (DNP) project aimed to evaluate the impact of multimodal preoperative education (in-person, virtual, hybrid video modules, or a combination) on patient-reported anxiety and discharge readiness, as well as length of stay (LOS), surgical site infections (SSIs), and 30-day readmissions. The in-person portion could not be implemented due to staffing constraints. The pre-post evaluation was conducted with a sample of 273 patients undergoing elective hip and knee arthroplasty (pre …

Improving Provider Knowledge And Confidence In Hormone Replacement Therapy Through A Quality Improvement Educational Intervention, Caitlin Schmidt

DNP Projects

Background
Menopause is associated with symptoms that can significantly diminish quality of life. Hormone replacement therapy (HRT) remains the most effective intervention for moderate to severe menopausal symptoms. Despite evidence-based guidelines endorsing its use in appropriately selected patients, HRT utilization remains limited.

Local Problem
A gap in provider knowledge and confidence regarding HRT prescribing was identified in a rural primary care clinic in the Midwestern United States. The clinical needs assessment revealed an absence of standardized menopause-specific education and highlighted an opportunity to improve evidence-based menopause management.

Methods
This quality improvement project employed a pre-post educational design guided by the …

A Multi-Method Investigation Of Social Media Use In Adolescent Girls: Examining Emotion, Emotion Regulation, And Effects By Depression, Alison Tuck

Arts & Sciences Graduate Student Theses and Dissertations

Adolescents experience emotional instability, challenges in emotion regulation, and increased risk for the onset of psychopathology, including depression. Adolescents also engage in more social media use (SMU) than any other age group. There is significant interest inside and out of the scientific community regarding how SMU is implicated in healthy versus unhealthy adolescent emotional well-being during this developmental shift in emotional experiences, particularly among girls, who may be most vulnerable. Although research on how adolescent girls’ emotional well-being may be associated with their SMU has increased over the past decade, findings have been largely mixed and inconclusive. This may be …

Unbroken Sovereignty: Land, Water, Education, And Nakoda And Oc̣Eti Ṡaḳowiŋ Tribes Of The Fort Peck Indian Reservation, 1850–1935, Richard Joseph Maska

History ETDs

This dissertation explores the intersection of sovereignty and development among the Nakoda (Assiniboine) and Oc̣eti Ṡaḳowiŋ (Sioux) Tribes of the Fort Peck Indian Reservation during the late nineteenth and early twentieth centuries. Methodologically, it draws on a critical reading of archival sources in conjunction with community input. It traces the emergence of reservation policy, government sponsored education, the imposition of allotment policy and private landownership, and the impact of state-sponsored irrigation and other development projects. I argue that the Tribes forged webs of affiliation and kinship to both assert their nationhood and navigate their involvement in such projects. These expressions …

Womanhood On The Veranda: Maternalism And The Expansion Of American Women's Public Life, Abigail J. Swanson

History ETDs

Motherhood and child welfare became central organizing principles for reform during the United States Progressive Era.  From these guiding principles, the government formed the United States Children’s Bureau. It was the country's first governmental agency that focused solely on the welfare of children. Mothers writing to the federal government for motherhood advice was a phenomenon that was completely new to twentieth century mothers. Women took pride in their roles as mothers, particularly when it came to child health matters. To the generation of mothers who came before these early twentieth century letter writers, asking the government for advice on child …

Investigating Nanoparticle Capture By Condensed Phase Coacervates And Their Mixtures, Sanjna A. Bhakta

Chemical and Biological Engineering ETDs

The thermoresponsive polymers elastin-like polypeptides (ELPs) and poly(N-isopropylacrylamide) (PNIPAM) have served as a programmable bioseparation tool for applications in nanoparticle capture due to biocompatibility and tunable properties. This work investigates how the polymer composition of ELP and PNIPAM coacervates influences their phase behavior, structural morphology, and nanoparticle recruitment. In addition, the influence of interfacial interactions in nanoparticle recruitment using Tween 80 as a mechanistic probe was also investigated. Different mixtures of ELPs E1.40, E1.80, and E3 with PNIPAM14 and PNIPAM20 were used to characterize their phase behavior and analyze structural morphology using turbidity measurements and microscopy, respectively. Nanobead recruitment using …

Impact Of Gas Interactions With Nano Porous Geological Material In The Presence Of Water Vapor, Matthew D. Powell

Chemical and Biological Engineering ETDs

Predicting gas transport in nanoporous geological material requires understanding competitive adsorption and transport under humid conditions. However, most adsorption studies rely on single-component equilibrium measurements that do not capture these effects. This dissertation develops an experimental methodology to directly quantify multicomponent gas adsorption and breakthrough behavior under controlled relative humidity. The method was first applied to the Kr/Xe–N2–H2O system, where it resolved competitive adsorption behavior in humid porous media and produced a bivariate model relating noble gas adsorption to noble gas partial pressure and water saturation. The methodology was then extended to the CO2–N2 H2O system. Results showed that water …

Gradients Of Abandonment, William Tatman

Geography ETDs

As urban-rural disparities drive depopulation in rural areas worldwide, local strategies emerge as pathways for resilience. Research on Ojika, a Japanese island that has lost 75% of its population since the 1960s, reveals an Abandonment Gradient: a nuanced pattern of disuse adapted to modern polycrises. Extending the concept of "lying fallow" to homes and infrastructure, this thesis focuses on abandonment practices that reflect complex realities of labor, capital, and climate uncertainty. Rather than viewing depopulating communities as passive victims of out-migration, this paper argues they are critical sites for generating crisis response. Communally crafted attitudes toward unused space and more-than-human …

West Coast Workshop To Southwest Institute, Hannah Marie Cerne

Art & Art History ETDs

This thesis considers Tamarind Institute in Albuquerque, New Mexico (originally established as Tamarind Lithography Workshop in Los Angeles, CA), and its contributions to collaborative printmaking. Originally founded in 1960 by June Wayne with Clinton Adams and Garo Antreasian, Tamarind Lithography Workshop (the precursor to Tamarind Institute) revitalized lithography through structured collaboration between artists and master printers, alongside rigorous training programs. This thesis provides an institutional history of the workshop during its relocation to the University of New Mexico, highlighting its transformation into a university-based institute that integrated education and professional production. Using social and labor-based methodologies, this study analyzes how …

Developing Simulation To Improve G3p3 Efficiencies, Andrew Gaudette

Mechanical Engineering ETDs

Concentrated solar power (CSP) systems offer a promising method of renewable energy generation by using heliostats to focus sunlight onto a falling particle receiver. At the National Solar Thermal Testing Facility (NSTTF), particles absorb and store solar energy for later power generation. A major source of efficiency loss is wind-driven particle escape through the receiver aperture. This thesis develops computational fluid dynamics (CFD) simulations to characterize wind flow around the G3P3 falling particle receiver and support future wind mitigation strategies. Numerical studies were conducted to establish an appropriate simulation methodology. Iteration studies showed that 2,000 iterations were sufficient for convergence, …

Development Of Dynamic Proof-Mass Configurations For Broadband Piezoelectric Energy Harvesting, Nico E. Galarza

Electrical and Computer Engineering ETDs

The purpose of this thesis is to investigate and develop dynamic proof-mass configurations for broadband piezoelectric energy harvesting. Conventional piezoelectric energy harvesters are typically limited by narrow operating bandwidths, restricting their performance under variable-frequency excitation. This research presents the design, fabrication, and experimental evaluation of multiple proof-mass concepts intended to increase the usable frequency range of cantilever-based piezoelectric energy harvesters. Several dynamic mass configurations were developed using additive manufacturing techniques and integrated with commercially available piezoelectric cantilevers. Experimental testing was conducted under controlled vibration conditions to characterize voltage response, resonant behavior, and bandwidth performance. The results demonstrate that dynamic proof-masses …

Synergizing Crowd Collaboration: Enhancing Crowdsourcing Matching Via Integration Of Matching Theory And Coalition Games, Rowan Aengus Kinney

Electrical and Computer Engineering ETDs

This paper tackles the challenges inherent in crowdsourcing dynamics by introducing the CROWDMATCH mechanism. Aimed at enabling crowdworkers to strategically select suitable crowdsourcers while contributing information to crowdsourcing tasks, CROWDMATCH considers incentives, information availability and cost, and the decisions of fellow crowdworkers to model the utility functions for both the crowdworkers and the crowdsourcers. Specifically, the paper presents an initial Approximate CROWDMATCH mechanism grounded in matching theory principles, eliminating externalities from crowdworkers’ decisions and enabling each entity to maximize its utility. Subsequently, the Accurate CROWDMATCH mechanism is introduced, being initiated by the outcome of the Approximate CROWDMATCH mechanism, and employing …

Making Meaning Of Gendered Experiences: A Mixed Methods Analysis Among U.S. College Students, Andrea Bancroft

Individual, Family, and Community Education ETDs

Gender inequities rooted in patriarchal norms shape the experiences of college-going emerging adults across many domains, often to the detriment of young women. In this study, we applied a mixed-methods approach to analyzing how college students interpret and make meaning from gendered experiences, and how the meaning making process relates to these emerging adults’ sense of university belonging. Participants provided written narratives of a gendered experience and completed a survey about university belonging. Through our qualitative analyses of the narrative responses, we identified four themes that represent cultural socialization messages that these participants engaged with in their narratives: bioessentialism, expectations …

Investigating Light-Matter Interactions In Low-Dimensional Silicon Carbide, Nishan Shrestha

Mechanical Engineering ETDs

Recent advances in materials science have transformed the study and application of low-dimensional materials, with two-dimensional (2D) systems and nanoscale structures exhibiting properties beyond their bulk counterparts. Despite significant progress in materials such as graphene and silicon, the nanoscale exploration of silicon carbide (SiC) remains relatively underdeveloped, despite its critical importance in photonics and electronics and high temperature applications. Motivated by the transformative potential of nanoscale material design and the technological importance of SiC, this dissertation investigates structure and properties of low-dimensional silicon carbide structures. It explores the synthesis and optical properties of SiC nanosheets and nanowires using a variety …

Notch Signaling Regulates The Secretion Of Pro-Metastatic Factors In Extracellular Vesicles In Liposarcoma, Menchus Quan, Yi-Kai Liu, Ying Zhao, Madeline Kay, Kai Sun, Timothy P Gavin, Raphael E Pollock, W Andy Tao, Shihuan Kuang

The Brown Foundation: Institute of Molecular Medicine

Notch signaling is an emerging regulator of liposarcoma (LPS), but its role in mediating communication with the tumor microenvironment (TME) is unclear. Here, we investigate how Notch activation (NICD overexpression) alters the proteomes of LPS-derived extracellular vesicles (EVs). We used quantitative mass spectrometry to profile the EV proteome in multiple contexts: cultured LPS cells, LPS tumor, circulating EVs of LPS-bearing mice, and human LPS samples. We found that Notch signaling increases the secretion of EV proteins that favor tumor progression and metastasis but suppresses immune responses in murine LPS cells. Overlapping murine and human LPS data identifies 18 proteins that …

Timelines Over Tokens: Summarization, Prompting, And Explainable Fine-Tuning For User-Level Suicide Risk Detection, Aditya Tekale

Master's Theses

This research presents a two-stage pipeline for user-level suicide risk detection from Reddit: first, inference-only prompting with summarization; second, fine-tuned encoder classification with explainability and expert validation. The data are user-level: each of the 500 C-SSRS Reddit items is one user’s chronologically concatenated posts and comments (a user timeline), annotated by psychiatrists. Stage one: six prompting strategies zero-shot, few-shot, chain-of-thought, tree-of-thought, least-to-most, and self-consistency are evaluated across six LLMs on multi-class and binary formulations; simple zero-shot achieves the highest balanced accuracy (0.53 multi-class). Error analysis shows longer inputs associate with misclassification (p = 0.002); domain-specific summarization (timelines >2,000 tokens) reduces …

The Relationship Between Strength Training And Burnout, Maddie R. Barrientos

Master's Theses

The purpose of this study was to comprehensively examine the relationship between strength training and burnout to assess whether consistent engagement in strength training would be associated with lower levels of burnout. Results of an online survey administered to 119 participants revealed that those who did strength train versus those who did not did not significantly differ in their levels of burnout, but among those who did strength training, there were significant differences in levels of burnout with how they engaged in strength training. The greater frequency of strength training participation and the greater number of muscle groups trained were …

Impacts Of Agricultural Microplastics On The Growth Of Marine Phytoplankton In Monterey Bay, Olivia A. Pawlyk

Master's Theses

Agricultural plastics are an emerging source of microplastics (MPs) to coastal marine environments, yet their effects on marine phytoplankton remain poorly understood. In coastal regions surrounding Monterey Bay (California, USA), plastic mulch used in agriculture can fragment into MPs during weathering and removal, entering marine waters via runoff and wind transport. This study investigated the effects of environmentally relevant concentrations of agricultural MPs on the growth and physiology of four marine phytoplankton species: two harmful algal bloom (HAB) taxa (Alexandrium sp. and Pseudo-nitzschia multiseries) and two non-HAB taxa (Thalassiosira sp. and Prorocentrum sp.). Each species was cultured independently and exposed …

Inoculation Interventions, Prebunking, And Media Literacy Education Are Not The Same, Author Information Removed

JMLE Submissions Open for Review

Inoculation theory-based interventions, prebunking, and media literacy education are often discussed together because all three can help people resist harmful information. Their overlap, however, does not make them interchangeable. This essay argues that clearer distinctions are needed, especially between inoculation and prebunking. Inoculation theory centers on threat-motivated resistance to influence, whereas prebunking is more accurately understood as refutational preemption. Media literacy education is a broader educational context in which either approach may be used. I focus in particular on the difference between forewarning and threat, arguing that forewarning may reasonably support inferences about threat in some contexts but should not …

How Misinformation Literacy Relates To Political Participation: An Extended Communication Mediation Model, Author Information Removed

JMLE Submissions Open for Review

This study examines how misinformation literacy is associated with political participation in digital environments through psychological and behavioral pathways. We extend the Communication Mediation Model (CMM) by integrating it with media literacy scholarship and locus of control theory. Rather than treating media literacy as a single formal theory, we conceptualize it as a scholarly framework that specifies the competencies through which individuals access, analyze, evaluate, create, and act on media messages. Within this framework, misinformation literacy refers to applied competence in recognizing, evaluating, resisting, and responding to false or misleading information. Using survey data from 499 U.S. adults, the analysis …

Beyond Technical Proficiency: A Multidimensional Analysis Of Digital Citizenship And Civic Engagement Among South Korean College Students, Author Information Removed

JMLE Submissions Open for Review

This study investigates how specific sub-dimensions of digital citizenship predict civic engagement among South Korean college students (N=497). Using hierarchical multiple regression with gender and SNS usage time as covariates, this research analyzes four subdimensions of digital citizenship—digital literacy, participation, critical perspective, and ethics—alongside three layers of civic engagement: sense of community, social responsibility, and sociopolitical participation. Hierarchical regression analyses revealed that while digital literacy functions as a baseline competency, digital participation and digital ethics serve as the most consistent predictors of civic engagement. Notably, digital participation was strongly associated with sociopolitical action, suggesting a meaningful spillover effect, while a …