Digital Commons Network^™

List Of Published Articles, Volumes One - Seventeen

McNair Scholars Research Journal

No abstract provided.

The Energy Consumption Of Artificial Intelligence And Sustainable Strategies For Reducing Its Environmental Impact, Haley M. Johnson

McNair Scholars Research Journal

Artificial Intelligence (AI) is swiftly transforming the world, yet its environmental impact is often unknown. Training AI models, deploying AI models, and storing large volumes of AI’s data in data centers all contribute to both positive and negative environmental outcomes. While many studies highlight the benefits of AI, there are also a few that address how AI’s widespread use results in unsustainable environmental impacts. This literature review investigates the negative environmental impacts of AI, including environmental degradation, increased energy consumption, and carbon emissions. From the rise of unpredictable weather and natural disasters, to the melting of icebergs, the impact of …

Neural Network Model Watermarking Using Quantized Least Significant Bits And Pseudorandom Error-Correcting Codes, Ranjit Kumaresam, Srinivasan Raghuraman, Ka Log Ng

Defensive Publications Series

The present disclosure relates to watermarking techniques for neural network models that embed verifiable ownership information into model parameters. In one aspect, floating-point weight parameters are quantized and least significant bits are biased during rounding such that the bits collectively encode a pseudorandom error-correcting code derived from a digital signature of a model owner. In another aspect, a pseudorandom codeword generated from the digital signature is directly embedded by replacing least significant bits of quantized weight parameters. In both cases, the watermark is cryptographically verifiable and remains detectable even after model perturbations, fine-tuning, or partial retraining. Ownership verification is performed …

Multi-Agent Architecture For Diagnostics And Configuration Of Media Systems, Bin Xu, Chi Chen, Guillaume Bailey, Paul Colta, Hongguang Chen, Mehmet Hakan Isbiliroglu, Kaile Ding, Michael Keeley, Ryan Kusch, Roman Kalukiewicz, Wolfram Klein, Hugo Du Plooy, Michael Soland, Quxiang Fang, Xurui Huang, Weiping Tang, Zhiji Huang, Juliana Tsang

Defensive Publications Series

Users interacting with media playback systems, such as smart televisions, often navigate complex, nested on-screen menus to adjust device settings such as display brightness, audio quality, or network configurations. This manual navigation process can be cumbersome and unintuitive, creating a barrier to efficient device control and configuration. A user may clearly understand a desired outcome or be able to describe a current issue with the media system but may lack the specific technical knowledge to locate and modify the exact system settings required to resolve the issue.

The disclosed technology describes an agent-based artificial intelligence framework that enables natural language …

Learning Trajectories Of Online Batch Selection Methods, Luke Green

Theses and Dissertations

Modern deep neural networks achieve strong performance on large-scale datasets, but often require substantial training time. Online batch selection methods seek to reduce this cost by updating models on informative subsets of each batch rather than on all available examples. Recently introduced methods leverage teacher models and report substantial speedups, particularly in noisy-label settings. However, comparisons are often based on the number of epochs required to reach a target test accuracy, a coarse metric that is sensitive to implementation details and may obscure important differences in learning dynamics. In this thesis, we implement several online batch selection methods in a …

Advancing Data Usability, Activity Modeling, And Stability Optimization In Computational Enzyme Design, Spencer Gardiner

Theses and Dissertations

A grand challenge of computational biology is to computationally design, in a single pass, a protein sequence that catalyzes an arbitrary chemical reaction at a high rate under specified conditions [1]. This work details advances in three essential areas on the path to that goal: data quality, activity prediction and modeling, and stability optimization. The structure and implementation of the Allotrope Simple Model (a FAIR data format for many scientific instruments) was examined in [2], setting the stage for training deep learning models on high-quality experimental datasets from diverse sources. In [3], the limits of physics-based and deep learning tools …

Beyond Single Images: A Comprehensive Benchmark For Album-Level Vision-Language Understanding, Shawn Huang

Theses and Dissertations

Automatic album organization has been studied extensively over the past decades due to significant progress in digital photography. Recent Vision-Language Models (VLMs) have shown strong performance on multi-image understanding, making them natural candidates for automating album organization workflows. While VLMs’ abilities in multi-image understanding have been widely studied, their performance on album organization remains underexplored. To bridge this gap, we introduce AlbumBench, the first comprehensive benchmark for automatic album organization. Specifically, we (1) define album organization tasks as photo selection for album-specific user objectives, photo rating according to how well user intents are fulfilled, and album-specific photo grouping given a …

Envisioning Munster Technological University As A Trauma-Sensitive University, Marie Singleton Ms, Margaret Linehan Prof, Judith Butler

Irish Journal of Academic Practice

Universities seeking to provide effective support to students should incorporate trauma-sensitive approaches to ensure services are delivered with empathy and compassion while reducing the risk of re-traumatisation. The main objective of this study was to investigate what it means to be a trauma-sensitive university and what steps are required to achieve this. The study focused on Munster Technological University (MTU) as a qualitative case study and identifies what is required to make MTU the first trauma-sensitive university in Ireland. Semi-structured interviews were conducted with staff across the university's six campuses. Given the limited research examining how trauma-sensitive principles can be …

Expanding The Practice Of Conducting Through Technologies For New Musical Aesthetics, Majella Clarke

Staff Scholarship - Australia & Dubai

For over two centuries, the practice of conducting has been founded on a relatively stable relationship: a score is written, a conductor interprets it, and an ensemble/orchestra/choir realises it in performance. More recently, contemporary music has undergone profound transformations through algorithms, sensors, live electronics, machine learning, interactive systems, and generative technologies, expanding many instrumental practices and opening composition to become interactive, immersive and multimodal. However, the practice of conducting has remained largely tied to inherited models of interpretation and musical coordination via gesture.

This presentation asks how technology might expand conducting beyond traditional techniques and scoring materialities and become a …

Post & Lintel, 2025-2026 Edition, Preservation Eastern

Post & Lintel

No abstract provided.

Millennials Will Pay The Price: Demographic Imbalance And Reform Inertia In Canada’S And Spain’S Pension Systems, Javier E. Burgos Oliva

Journal of New Finance

This paper examines how demographic imbalance and policy inertia undermine intergenerational equity in Canada’s partially funded and Spain’s pay-as-you-go pension systems. Despite structural differences, both nations transfer financial risks to Millennials and Gen Z due to aging populations, low fertility, and political resistance to reform. Using a comparative political economy framework and a stylized hyperbolic discounting model, the study shows institutional design alone cannot prevent unsustainability when incentives favor short-term gains. Policy recommendations include automatic adjustment mechanisms, independent fiscal councils, and private pension incentives.

Microglial Swell1 Deficiency Drives Male-Specific Seizure Vulnerability But Paradoxical Neuroprotection Through Impaired Phagocytosis, Abhijeet S Barath, Aastha Dheer, Laura Montier, Mekenzie M Peshoff, Emily Dale, Flavia Goche, Thanh Thanh Le Nguyen, Mastura Akter, Fangfang Qi, Dimitrios Kleidonas, Lauren Harris, Sarah A Jewanee, Anthony D Umpierre, Dale B Bosco, Koichiro Haruwaka, Rajan Sah, Long-Jun Wu, Rongzhuo Hua, Tejaswani Datla

The Brown Foundation: Institute of Molecular Medicine

The discovery of genes encoding the volume-regulated anion channel (VRAC) has enabled detailed exploration of its cell type-specific roles in the brain. LRRC8A (SWELL1) is the essential VRAC subunit. We observed seizure-induced, subunit-specific changes in microglial VRAC expression and investigated its function using conditional KO (cKO) of LRRC8A in microglia. SWELL1 cKO mice exhibited a male-specific increase in kainate-induced seizure severity, yet showed paradoxical neuroprotection against seizure-associated neuronal loss. Mechanistically, SWELL1 deletion led to a cell-autonomous reduction in microglial density and decreased release of VRAC-permeable neuroactive metabolites, including taurine, GABA, and glutamate in culture. Additionally, impaired phagocytic kinetics and reduced …

Intouch Week Of June 22, 2026, New York Medical College

InTouch

• Sixth Annual NYMC Golf Tournament Drives Support for Future Health Care Leaders
• Center for Disaster Medicine Receives NYS Funding
• Dean’s Faculty Awards Recognize Excellence in Teaching, Mentoring, and Service
• Football Associated with Nearly One in Five Brain Injuries in Youth Sports
• Touro College of Dental Medicine Hosts Its Ninth Annual Golf, Tennis and Mahjong Event
• Alumni Spotlight: Sumaita Mahmood, M.D./M.P.H. ’26, Receives National Public Health Award

Bovine Tuberculosis In The Middle East And North Africa: A Systematic Review And Meta-Analysis On Prevalence And Mycobacterium Bovis Clonal Complexes, Tsegaye Shamebo, Aboma Zewude, Temesgen Mohammed, Nabeeha Abdelgaleel Hassan, Mohammed Saleh Albreiki, Yassir Mohammed Eltahir, Atef Oreiby, Robert Barigye, Markos Tibbo, Ali Artaman, Gobena Ameni

All Works

Introduction – Bovine tuberculosis (bTB) is endemic in the Middle East and North Africa (MENA) region causing major threat to dairy production and milk consumers. This paper presents a comprehensive systematic review and meta-analysis of bTB prevalence and Mycobacterium bovis clonal complexes in the MENA region based on studies published between 2000 and 2025. Methods – A comprehensive literature search was conducted in PubMed, Scopus, Web of Science, Embase, and relevant regional databases. Thirty-eight studies met the criteria and included in the meta-analysis. Random-effects meta-analysis was used to estimate pooled prevalence. Additional analyses were done on sensitivity, meta-regression, and publication …

Second Amended Plan

Catholic Dioceses in Bankruptcy

No abstract provided.

Digitize And Discard: A Campaign For Sustainable Av Stewardship, Cory L. Nimer, Ben Harry, Abby Beazer, Miya Jensen, Michael F. Gates

Faculty Publications

Archives and libraries face growing preservation challenges from aging audiovisual collections due to carrier degradation and playback equipment obsolescence. As the media becomes more difficult to access, its archival value decreases, leading to questions about its ongoing storage. One proposed solution has been to digitize and discard the original media, preserving the recordings as digital masters with derivative files for public access. The suggestion to reformat audiovisual materials raises questions for cultural heritage professionals, and each stakeholder group may have its own concerns. Yet as media capture and digital preservation technology improve, to maintain our program’s sustainability, we have begun …

An Ai Perspective On Counseling Supervision, Emily A. Brinck, James L. Soldner, Hung Jen Kuo, Scott A. Sabella, Trenton J. Landon, Charles P. Bernacchio, Elizabeth A. Boland

Special Education and Rehabilitation Counseling Faculty Publications

The increased use of technology-assisted distance counseling practices is one result of COVID’s impact on behavioral health, including in counselor education and the delivery of supervision. First, technology-assisted distance supervision needed for “real time” communication grew. Furthermore, there is an emergence of artificial intelligence (AI) technologies that have the potential to contribute to aspects of supervision; however, current evidence remains emerging, context-dependent, and at times mixed, warranting cautious interpretation of their effectiveness. The article offers an overview of using AI in clinical supervision, examines the benefits and potential concerns of AI from different perspectives, and considers the significance of using …

Re: Conditional Approval Letter For The Butte Priority Soils Operable Unit (Bpsou) Clark Tailings Consolidated Waste Management Area (Ctcwma) Site Investigation Quality Assurance Project Plan (Qapp) (Dated June 1, 2026), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Numerical Study Of The Effect Of Embedded Radiation On Fluid Flow And Heat Transfer In A Porous Medium, Shaymaa M. Younus, Iman Al-Obaidi

Baghdad Science Journal

This takes a look at ambitions to investigate the two-dimensional flow pattern of fluids in a conductive medium constrained between two parallel horizontal plates under the influence of embedded radiation. The mathematical model is based entirely on the flow equations, including the continuity, momentum, energy, and diffusion equations. The machine is solved numerically the usage of the specific finite difference approach (ADE) to investigate the conduct of drift, temperature, and mass transfer below radiative outcomes. The study specializes in the impact of key dimensionless parameters, including the Reynolds number, Darcy number, Grashof number, Péclet number, radiation parameter, mixed radiation, and …

Pruritus Associated With Systemic Sclerosis: A Systematic Review Of Treatment-Based Clinical Trials, Kiana Mortezaei, Rishika Pasula, Meryem Nursoy, Amit Syal, Ioannis Panayiotou, Geeta Kumari, Andreas Chatzitoffis, Pavle Milutinovic, Olajumoke O. Fadugba, Chris T. Derk

Student Papers, Posters & Projects

This paper aims to examine the latest research on treatments for itch (pruritus) in people with systemic sclerosis (SSc), identify areas where information is lacking, and propose suggestions for future studies.A comprehensive literature search was performed in PubMed and Scopus in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to identify studies evaluating therapeutic interventions for pruritus in SSc. Eligible studies included randomized controlled trials, cohort studies, and case series comprising a minimum of three patients. Data extraction encompassed study design, patient demographics, pruritus assessment instruments including validated and non-validated measures, and clinical outcomes. Studies …

The Courier, Summer 2026, Tennessee. Historical Commission.

Tennessee Historical Commission

No abstract provided.

Academic Year 2026–27 Annual Estimate Of The Strategic Security Environment, Us Army War College

Books, Monographs & Collaborative Studies

The Academic Year 2026–27 Annual Estimate of the Strategic Security Environment provides a framework for those aspiring to tackle the Department of War’s most pressing challenges. This year’s authors highlight trending challenges and identify potential tension points across 10 sections organized under the broad themes of 1) Regional Challenges and Opportunities and 2) Institutional Challenges. This assessment represents the collective expertise of the US Army War College. The narrative is supplemented by a tailored list of 105 command-sponsored questions from 47 different Army and Joint organizations from across the Department of War. Combined, the distinct yet complementary narrative and question …

Resúmenes, Iajbs Ateneo De Manila University

Journal of Management for Global Sustainability

No abstract provided.

Full Issue, Iajbs Ateneo De Manila University

Journal of Management for Global Sustainability

No abstract provided.

Rna G-Quadruplexes Function As A Tunable Switch Of Fus Phase Separation, Jenny L. Carey, Miyuki Hayashi, Emily A. Welebob, Laura R. Ganser, Huan Wang, Kerry Buckhaults, Jacquelyn A. Depierro, Zheng Shi, James Shorter, Sua Myong, Aaron R. Haeusler, Lin Guo

Department of Biochemistry and Molecular Biology Faculty Papers

Fused in sarcoma (FUS) undergoes liquid-liquid phase separation (LLPS) to support essential cellular functions, but aberrant phase transitions promote toxic aggregation in neurodegenerative disease. Short RNA oligonucleotides can reverse this behavior, yet the structural determinants that govern RNA activity remain poorly defined. Here, we identify RNA G-quadruplexes (rG4s) as tunable structural motifs that potently modulate FUS LLPS. rG4 activity depends on its concentration and is modulated by rG4 length and stability: increasing repeat number switches rG4s from inhibitor to nucleator of FUS assembly, whereas chemical modifications that stabilize rG4 enhance inhibitory function and render these activities resilient to ionic perturbation. …

Understanding The Needs And Practices Of Cut Flower Growers In Louisiana, Jessie M. Hoover

LSU Doctoral Dissertations

The specialty cut flower industry is expanding nationwide, including southeastern states such as Louisiana. Existing studies and market analyses focus on national trends of other regions with established floriculture networks, leaving a critical gap in understanding the unique challenges and opportunities faced by growers in Louisiana. This lack of data limits the ability of extension professionals, policymakers, and industry stakeholders to develop targeted strategies that support local production and market development. This study used qualitative case study methods to investigate the practices, challenges, and needs of 13 specialty cut flower growers in Louisiana. The study utilized Urie Bronfenbrenner’s (1979, 1986) …

Integrated Sources Of Photon-Pairs For Quantum Networking, Vijay Soorya Shunmuga Sundaram

Theses

Quantum networking enables the distribution of quantum information across distant nodes, unlocking capabilities such as secure communication, distributed quantum computing, enhanced metrology, and tests of fundamental physics. Photons serve as the natural carriers of quantum information over long distances due to their low loss in optical fibers and robustness to environmental decoherence. However, the practical realization of quantum networks remains limited by the lack of photon sources that are simultaneously compatible with diverse quantum systems, stable over long timescales, and suitable for deployment in real-world fiber infrastructure.  This dissertation addresses these challenges through the co-development of photon-pair sources and a …

The Effect Of Aquatic Pollution On (Green) Microbial Communities In The Greater Rochester Area, Francesca Molee

Theses

Retention ponds are built in urban and suburban areas to catch the polluted runoff that would otherwise go into highly-valued freshwater ecosystems like the Great Lakes. They therefore make ideal model ecosystems to consider the effect of chemical, common pollution on aquatic communities. To understand the impact this aquatic pollution on both microbial community composition alongside green microbial physiological stress response, water column and sediment microbial communities were sampled from three retention ponds, and three non-retention, created ponds. The first part of this study focused on the microbial community composition. Using 16s amplicon sequencing on and subsequent analysis using Qiime2, …

An Unsolved Theft, Tim Pyatt

Library Philosophy and Practice (e-journal)

This article explores the mysterious theft of Civil War narratives from the libraries of the University of North Carolina and Duke University in the late 1970s while the author was an undergraduate at Duke. Using records preserved in the Duke University Archives and personal accounts, the author pieces together how the theft was discovered and the investigation was conducted. Potential suspects included the notorious thieves James Shinn and Stephen Blumberg as well as individuals identified during the investigation. The secrecy around the investigation as well as the effort to protect institutional reputation may have ultimately led to the theft never …

A Scoping Review Of Preventive Interventions To Reduce Violence Against Women And Girls In The Islamic Republic Of Iran, Wahiba Abu-Ras, Leena Babiker Idris, Shahira Amin, Ashley Butler, Patricia J. Kelly, Basil H. Aboul-Enein

College of Nursing Faculty Papers & Presentations

In Iran, violence against women (VAWG) remains highly prevalent, with reported rates ranging from 22.9% to 66%, underscoring the need for effective, contextually grounded interventions.   This scoping review aimed to systematically identify, map, and critically appraise intervention strategies addressing VAWG in Iran.   Guided by PRISMA-ScR and the PICOS framework, comprehensive searches were conducted across nine databases from 2000 to September 2024. Eligible studies included intervention-based research conducted in Iran that reported outcomes related to violence reduction, psychological well-being, or empowerment. Thirteen studies met the inclusion criteria.   The included studies demonstrated heterogeneous designs, theoretical frameworks, and outcome measures. Four interventions targeted …