Digital Commons Network^™

Aura: An Ai-Powered Multimodal Prototype For Adaptive Apraxia Of Speech Therapy And Communication Support, Omotayo Omoyemi, Rachel K. Johnson

Speech-Language Pathology Faculty Publications

Apraxia of Speech (AOS) is a motor speech disorder that significantly limits communication and requires intensive, long-term therapy. Access to consistent treatment is often constrained by shortages of speech-language pathologists, high costs, and limited opportunities for continuous monitoring outside clinical settings. Recent advances in Artificial Intelligence (AI) provide new opportunities to support scalable and personalized speech therapy.

This paper presents AURA (Adaptive Understanding and Relearning Assistant for Apraxia), a multimodal AI framework designed to support speech therapy, progress monitoring, and communication for individuals with AOS. The system integrates speech analysis, machine learning–based error detection, reinforcement learning for adaptive therapy, and …

Can Feedback Framing Improve Creative Problem-Solving? Examining The Effects Of Valence And Format, Ellie H. Tran

Psychology Theses

This study examined the role of feedback valence (positive vs. negative) and format (question vs. statement) in influencing creative performance. Grounded in self-determination theory, the study also tested whether feedback acceptance mediated the effects of feedback characteristics on creative outcomes. Psychology undergraduate students (N = 308) completed a creative task in which they generated and developed ideas for community-based projects addressing psychological issues. Participants were randomly assigned to receive positive or negative feedback presented either as a statement or a question, or to a no-feedback control condition. Creative performance was evaluated across three dimensions: originality, quality, and elegance. Results showed …

Leveraging Machine Learning Techniques To Identify Catastrophic Outliers In Photometric Redshift Estimates, Jason Yoo

Honors Theses

Leveraging the unprecedented data volumes from modern astronomical surveys, this work addresses the critical challenge of identifying catastrophic outliers (COs) in photometric redshift (photo-z) estimates. Reliable redshift estimation is essential for precision cosmology, yet COs (galaxies with severely erroneous photo-z) can introduce significant systematic bias. We develop and evaluate two machine learning approaches for robust CO identification: a multilayer perceptron (MLP) utilizing photo-z point estimates and probability distributions, and a convolutional neural network (CNN) leveraging raw 5-band photometric images. Using datasets emulating LSST conditions, we demonstrate that the MLP model achieves high accuracy and stability across redshift bins, correctly identifying …

Annual Report Of The Officers Of The Town Of Holderness, New Hampshire Year Ending December 31, 2025, Holderness Town Representatives

Holderness, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

Annual Reports Of The Selectboard And Other Town Officers, Charlestown, N.H., For The Year Ending December 31, 2025, Charlestown Town Representatives

Charlestown, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

A Comparison Of Time-Dependent Cloudy Astrophysical Code Simulations With Experimental X-Ray Spectra From Kev Laser-Generated Argon Plasmas, N. Rathee, F. P. Keenan, R. J. R. Williams, Gary Ferland, S. J. Rose, S. White, D. Riley

Physics and Astronomy Faculty Publications

We have generated strongly photoionized Ar plasmas in experiments designed to use primarily X-ray l-shell line emission generated from Ag foils irradiated by the VULCAN high-power laser at the UK Central Laser Facility. The principle of the experiment is that use of line emission rather than the usual sub-keV quasi-blackbody source allows keV radiation to play a more dominant role compared to softer X-rays and thus mimic the effect of a blackbody with a higher effective spectral temperature. Our aim is to reproduce in the laboratory the extreme photoionization conditions found in accretion-powered astrophysical sources. In this paper, we compare …

2026 May, University Of Memphis Cecil C. Humphreys School Of Law Commencement

Commencements

Program for the Spring convocation of the 114th commencement of the University of Memphis Cecil C. Humphreys School of Law at Memphis, Tennessee, held at The Orpheum on May 17, 2026.

Climate Lies And Unjust Profits, Vanessa Casado-Pérez, Yotam Kaplan, Yael Lifshitz, Niv Meyerson

Emory Law Journal

The climate crisis has reached a dangerous tipping point. Our dependence on fossil fuels continues largely unchecked, reinforced by corporations that use their influence to block reform and protect their profits. At the same time, the federal government has dismantled critical environmental safeguards, including by rescinding the greenhouse gas endangerment finding and rolling back vehicle emission standards. Together, these actions threaten to strip away some of the last protections standing between us and escalating climate catastrophe.

In this grim landscape, communities across the nation are turning to the courts with renewed urgency, seeking justice and reform through climate litigation. Yet, …

Deep Learning-Based Quantification Of Tall Fescue Abundance In Pastures, Rose E. Binkley, Samuel R. Revolinski, Echo Elizabeth Gotsick, Ray Smith, Zeya Wang, Katsutoshi Mizuta

Plant and Soil Sciences Faculty Publications

Accurate and rapid measurement of tall fescue abundance is essential for efficient forage management and mitigating livestock exposure to potential endophyte-related toxicity. Traditional visual estimation methods are labor-intensive and are subject to change depending on the observer doing the calculations, which limits their scalability and consistency. This study explores the application of deep learning techniques to automate and improve the classification of tall fescue abundance across pasture systems in Kentucky. Ground-truth abundance classes were evaluated using one of the traditional methods with occupancy grid and compared against estimates derived from red-green-blue images. Two convolutional neural network architectures, YouOnlyLookOnce (YOLO) and …

Driving Employee Engagement Across Sectors: Current Evidence And An Agenda For Future Research, Taha Hameduddin, Kerstin Alfes, Adrian Ritz

Public Policy and Administration Faculty Publications

Employee engagement has emerged as a critical employee attitude linked to employee motivation and organisational performance and has successfully embedded itself in governments around the world. Apart from a few exceptions, however, much of what we know about engagement does not attend to the institutional context of public institutions and whether private-sector theories and approaches to driving employee engagement work well in public sector organisations. To address this gap, we systematically review the evidence on antecedents of employee engagement, and determine whether and how sectoral differences may matter. We then discuss the findings and contextualise the debate surrounding the employee …

The Prevalence And Predictors Of Experiences Of Beauty In 22 Countries: An International Assessment Of Aesthetic Appreciation In The Global Flourishing Study, Young Il Kim

Faculty Publications - College of Social Work

Experiences of beauty (EoB) are an important aspect of wellbeing for many people. However, there is relatively little understanding of factors associated with EoB, especially cross-nationally. We thus present the most comprehensive international study to date on this topic, assessing an item in the Global Flourishing Study (GFS): “Do you regularly experience things that you consider beautiful? This may include physical beauty or abstract beauty like that found in music, art, or nature.” The GFS is a five-year (minimum) panel study investigating the predictors of flourishing across 22 countries, with this item featuring in the Wave 1 “mid-year” survey (N=131,487). …

Consumer Perceptions Of Farmers Market Performance: A Comparative Analysis Across States And Age Groups, Azita Varziri, Timothy A. Woods, Shuoli Zhao

Agricultural Economics Faculty Publications

The USDA Agricultural Marketing Service has invested in direct-to-consumer initiatives to expand local food consumption and enhance farmers market opportunities. To evaluate the effectiveness of these efforts, this study employs a sample-selected ordered probit model to analyze consumer perceptions of farmers market performance across four states in the Southeast United States. Specifically, we examine differences in awareness and performance of product quality, diversity, and market infrastructure. Awareness and perceptions vary significantly by age, other demographics, and state. These insights provide market organizers and policymakers with data-driven strategies to tailor marketing efforts and improve engagement across diverse consumer segments.

Law Firms As Trust Directors, Raymond C. O'Brien

Scholarly Articles

The practice of permitting a third party, other than a settlor or a trustee, to give guidance to the trustee over some aspect of trust management reflects the trend of granting settlors increasing control over their transfers of wealth. In decades past, a few states enacted legislation permitting what is known as directed trusts, but in 2017, the Uniform Directed Trust Act was promulgated, seeking to provide a modicum of uniformity among the states, as wealth is now increasingly both interstate and international. Using the Uniform Directed Trust Act as a template, this Article discusses issues pertinent to directed trusts, …

From Russia Without Love: A Unique Path Forward For Western Asset Holders Looking To Recover Expropriated Property In Russia, Anthony Liberatori

Northwestern Journal of International Law & Business

Chelsea Football Club, Sean Baker’s Academy Award-winning film “Anora,” and billionaire parties in St. Barth’s: the rapid rise of Russian capital since the collapse of the Soviet Union has permeated international popular culture and underscores the modern global economy. However, Vladimir Putin’s invasions into Ukraine in 2014 and 2022 have caused the international community — particularly the West — to sanction Russia, challenging its place in an increasingly globalized supply chain, and harkening anti-Russian sentiment not seen since the Cold War. In response to sanctions, Russia has begun nationalizing Western assets left behind within its borders, leaving company owners scrambling …

Taxation And The Fair And Equitable Treatment Standard In International Investment Arbitration, Jiangfeng Li

Northwestern Journal of International Law & Business

The recent decade has witnessed an increase of cases in which foreign investors have challenged host states’ taxation measures in international investment arbitrations, arguing that they violated investment treaty protection standards including fair and equitable treatment (“FET”). After conducting a close examination of cases involving taxation-related claims in international investment arbitration, this article reveals that in the cases involving the host states’ taxation measures, the ability of investors to invoke FET claims is very limited, and the chances of foreign investors succeeding in protecting their investment interests through FET claims are much lower compared to other types of non-taxation-related claims. …

The Labyrinth Of International Merger Regulation: A Procedural Path Forward, Michael Volkert

Northwestern Journal of International Law & Business

In 1890, the first antitrust law was passed in the United States with the enactment of the Sherman Act. Over the past 134 years, jurisdictions across the globe have passed competition laws. One key aspect of competition law is a regulator’s ability to prevent anti-competitive M&A transactions. More jurisdictions are requiring merging firms to notify regulators prior to completing a merger through a process called pre-merger notification. As more global pre-merger notification laws develop, firms engaged in M&A will be required to file with more regulatory bodies, delaying transactions, increasing costs, and causing comity dilemmas. This Article investigates the current …

Presidential Power And Global Finance: The Rise And Limits Of Financial Warfare, Michael Glanzel

Northwestern Journal of International Law & Business

The president’s power over global financial transactions has become one of the most potent tools in America’s foreign policy arsenal. Since the outbreak of World War I, presidents have frequently employed financial instruments to coerce or punish foreign actors. But it was President Biden’s employment of financial weaponry in the wake of Russia’s invasion of Ukraine that represented the most complex and far-reaching exercise of presidential power in global finance. From weakening the Russian central bank’s access to the dollar market, to cutting off key Russian financial institutions from American lenders, to deplatforming Russian entities from the Society for Worldwide …

Family Law—When Equity Isn’T Enough: The Case For Clearer Standards In Family Law—Cavanagh V. Cavanagh, 267 N.E.3d 574 (Mass. App. Ct. 2025), Brianna Conlon

Suffolk Journal of Trial and Appellate Advocacy

No abstract provided.

Investigating Neonatal Sepsis: Anti-Infectives, Diagnostics And Guidelines Used In Health Systems Across Sub-Saharan Africa – The Insights Study, Jack Louis Stanley, David Hettle, Rachel Poffley, Larisse Bolton, Emelyne Gres, Isabel Coelho, Raana Hussain, Gildas Boris Hedible, Gwendoline Lilly Chimhini, Valeriane Leroy

Paediatrics and Child Health, East Africa

Background Sepsis is a leading cause of neonatal mortality in sub-Saharan Africa (SSA), where microbiological diagnostic capacity and antibiotic access are limited. High antimicrobial resistance (AMR) rates limit the effectiveness of current treatment guidelines, with concern that available antibiotics are rarely adequate treatment for neonatal sepsis in the region.

Methods A cross-sectional online survey was electronically distributed in English, French and Portuguese to neonatal clinicians across SSA between April and June 2025. Questions focused on the management of neonatal sepsis including diagnostic, antibiotic and guideline use. Responses were analysed descriptively and presented as percentages of the total number of responses. …

Investigation Of Factors Influencing Electric Vehicle Adoption In Indonesia: Ev Owners’ Perspectives, Desrina Yusi Irawatia, Nur Aini Masruroh, Nur Mayke Eka Normasari

ASEAN Journal on Science and Technology for Development

Electric vehicle (EV) uptake in Indonesia remains markedly below policy benchmarks. This study applies the Unified Theory of Acceptance and Use of Technology version 3 (UTAUT3), an extension of UTAUT2 that incorporates personal innovativeness as an additional construct to examine its impact on both behavioral intention and actual EV adoption within the Indonesian context. Unlike studies that typically survey the general public, this study focuses on actual EV users and owners, providing more representative and responsive insights into real-world EV usage. A total of 208 respondents participated, with 135 from the Jabodetabek area and 73 from Surabaya. The UTAUT3 framework …

Opening Address For The American Society Of International Law 2025 Midyear Meeting: "No Liberty Without An Independent Jury", Hon. Leo M. Gordon

Case Western Reserve Journal of International Law

No abstract provided.

Child Welfare And Global Governance: A New Framework For Cross-Border Accountability, Megan Ryan, Bailee Gibbs

Case Western Reserve Journal of International Law

The U.N. Convention on the Rights of the Child has long failed to adequately protect all children, such as those separated from their families due to detention, deportation, exile, imprisonment, or death. Although Article 9(4) of the UNCRC imposes obligations on States when separations occur due to the actions of State Parties, a clear gap exists between these obligations and their implementation. Specifically, Article 9(4)’s effectiveness is often undermined by obstacles such as tensions between State sovereignty and international law, insufficient domestic measures, and weak enforcement mechanisms for holding States accountable. This Article discusses these obstacles, presents two case studies …

From Generation To Generation: Older People And Ageism In Violent Conflict, Alexis Jori Shanes

Case Western Reserve Journal of International Law

Conflicts in every generation disproportionately impact older people. Older people are often unable to exercise their most basic human rights during peacetime, and conflicts only amplify this problem. Despite this reality, international law does not provide specialized protection for older people, and they are often excluded from international justice processes.

International law does not define the term “older,” although the word is often used to describe a group of people roughly age 60 or above. But there is no question that the median age of the global population is rising. Today, there are more than 700 million people older than …

Challenging National Security List Designations In U.S. Courts, Ruowen Shi

Case Western Reserve Journal of International Law

National security list designations have emerged as a prominent feature of U.S. foreign policy, directly targeting individuals and entities through administrative channels. Programs such as the SDN List, the Entity List, and the 1260H List deliberately restrict access to financial resources and critical technologies, functioning in practice as de facto sanctions. These lists span a regulatory spectrum, differing in statutory bases, policy objectives, and severity of consequences, but all share the common feature of making delisting extremely difficult. A series of cases demonstrates that such barriers stem primarily from the limited applicability of the Administrative Procedures Act (APA) in the …

A Deep Neural Approach To Network-Based Obfuscated Malware, Meera Parmar, Sunil Gautam

ASEAN Journal on Science and Technology for Development

The rising prevalence of obfuscated malware poses a critical threat to network security, undermining traditional detection methods and jeopardizing data integrity and system reliability in an increasingly connected world. This growing danger highlights the urgent need for advanced solutions to protect against evolving cyber risks. This research intro-duces a novel framework to enhance malware detection, employing a hybrid architecture that integrates spatial and temporal analysis with attention mechanisms. The approach leverages a large dataset subsample, focusing on key feature selection and augmentation to improve robustness against evasion techniques. This innovative framework offers a significant advancement in identifying malicious network traffic, …

Copley Library Impact Report 2024-2025, Helen K. And James S. Copley Library, University Of San Diego

Copley Library Annual Reports

Deans; The 2024-2025 Retreat: Supporting Neurodiverse College Students in Academic Libraries; Faculty; Jennifer Bidwell; Alma Ortega; Laura Turner; Catherine Paolillo; Enhancing Undergraduate Learning with Information Literacy Instruction; Library Faculty Serve on National Science Foundation (NSF) Grant-Funded Research Team; From Pilot to Signed MOU: the State Commission for Human Rights of Baja California (CEDH-BC) and USD Copley Library Human Rights Cases Digitization Project; Hidden Poisons in the Stacks: Special Collections Investigates; The Journey of a Collection: Honoring the Legacy of Fr. Mike Blastic; Where Are They Now?; Copley Library Student Employees FY2024–2025; Student Awards; Celebrating Sister Virginia (Gina) Rodee on Her …

Meshless Collocation Methods For Time-Dependent Nonlocal Problems Based On Radial Basis Functions, Qiao Zhuang, Yanzhi Zhang, Zhongqiang Zhang

Mathematics and Statistics Faculty Research & Creative Works

We present radial basis function (RBF) collocation methods for time-dependent space fractional problems on general bounded domains. Building on a recently developed approach for accurately computing the integral fractional Laplacian of any RBF, we design collocation schemes for fractional heat and Stokes equations using extended-domain techniques. In particular, we propose a numerical Leray projection method for fractional Stokes problems, where both the discrete projection operator and the collocation scheme are formulated on extended domains to handle complex domains. Numerical results demonstrate the effectiveness of the proposed methods in solving time-dependent nonlocal problems on complex domains.

Disrupting Power Dynamics In The Archives: The Digital Pv Panther Project, Gatekeeping, And The Texas Black Cooperative Extension & Home Demonstration Collection, T. Dewayne Moore, Evelyn Todd

The Griot - Southern Conference on African American Studies, Inc.

This article examines the Texas Black Cooperative Extension & Home Demonstration Collection at Prairie View A&M University as both a major recovery of twentieth-century Black rural history and a contemporary intervention into archival power. Funded by a National Endowment for the Humanities grant, the Digital PV Panther Project employed undergraduate and graduate students to process sixty-three county-level finding aids, 163 archival boxes, and more than 3,200 folders documenting segregated Black Extension work from 1923 to 1963. Beyond preservation, the project challenges long-standing regimes of archival gatekeeping. Drawing on critical archival studies and Black Digital Humanities scholarship, the authors argue that …

Revisiting Bandura’S Self-Efficacy Performance Accomplishments In Pwi And Hbcu Students: A Sign Of Persistence, Britine Perkins, Douglas M. Butler, Jerrel Moore

The Griot - Southern Conference on African American Studies, Inc.

This study revisits Bandura’s theory of self-efficacy by examining performance accomplishments among students attending a predominantly White institution (PWI) and a historically Black college or university (HBCU). While academic self-efficacy has long been linked to college success, much of the existing research centers on students at PWIs and often overlooks the cultural contexts shaping students’ beliefs about their academic abilities. Using the Academic Self-Efficacy Scale (ASES), the authors compare self-efficacy perceptions across institutional type and explore how performance accomplishments influence persistence. Findings highlight the importance of culturally responsive frameworks when assessing self-efficacy, particularly for minoritized and first-generation students. By incorporating …

The Role Of Socioeconomic Development In Preventing Violent Extremism, Caelan Stewart

CISLA Senior Integrative Projects

No abstract provided.