Digital Commons Network^™

Method And System For Adaptive Routing Of Machine Learning Inference Requests Based On Health Scores, Hao Qin

Defensive Publications Series

The present disclosure relates to a method and system for adaptive routing of machine learning inference requests using composite health scores. The method involves maintaining a dynamic health score for each inference engine instance based on multiple performance factors including latency, success rate, timeout occurrence, error rate, saturation, and staleness. Instances are organized in a priority queue according to their health scores, with the instance having the lowest score selected for processing requests. A fairness adjustment is applied to prevent overloading any single instance. Instances that meet specific quarantine criteria are isolated and subject to periodic health assessments, while successfully …

A Retrospective Case Series Of Kratom-Related Deaths Reported By Medical Examiners In Select New England States, Matthew R Narlesky, Corneliu N Stanciu, Jennie V Duval

Journal of Maine Medical Center

Introduction: We investigated the characteristics and contributing factors of overdose fatalities associated with kratom by examining descriptive data and toxicology findings from medical examiners in select New England states. Methods: We contacted medical examiner offices in 6 New England states to request forensic data on overdose deaths attributed to kratom from January 2015 through July 2024. Primary outcomes were postmortem toxicology and autopsy findings, and secondary outcomes were descriptive case details. Results: In 2 cases for which toxicology findings were available, concurrent substances were detected in the deceased individuals. Postmortem mitragynine amounts were 890 ng/mL and 23 ng/mL. Autopsy findings …

Sticky Science In Court, H. A. Spitzer

Nebraska Law Review

Litigation routinely employs scientific evidence to aid judicial fact-finding and decision-making. This is especially important in areas like family law, where legal standards—such as the best interests of the child—often depend in part on scientific findings. Yet the legal system’s gatekeeping doctrines (Frye, Daubert, and Federal Rule of Evidence 702) apply primarily to expert testimony, leaving other pathways through which scientific evidence reaches courts largely unchecked. These other pathways include citations in briefs and opinions to non-peer-reviewed or non-scientific sources such as law reviews, treatises, and self-published materials, which often become outdated and are not well positioned …

An Exploration Into Network Analyses Of Motor Behavior, Brain-Computer Interface Control, Arousal States, And An Ischemic Lesion Model, Shashank Anand

McKelvey School of Engineering Graduate Student Theses & Dissertations

Network-level modelling of neural function incorporates activity in specific brain regions along with a measure of the interactions between these regions (“connectivity”). Connectivity can be assessed through several means, for example through tractography (structural connectivity) or correlated temporal evolution of neural activity (functional connectivity). These analyses have provided valuable insight into several aspects of brain function, such as top-down control, memory, and navigation. This work focuses on studying neural activity within and between several brain regions across different brain states: namely, during motor actions, sensory perception, brain-computer interface engagement, task-free fluctuations in arousal state, and ischemic injury. High gamma (70-170 …

Within Sacred Walls: Cloister Architecture And The Virgin Mary As The Hortus Conclusus In 14th- And 15th-Century Italian Art, Catherine Howard

Undergraduate Honors Theses

The practice of cloistering allows women to exist in spaces dedicated to meditation and religious devotion. The physical nature of the cloister, which involves walls separating these religious women from the world, maintains a distinction between the cloister as spiritual and the world as secular.

One of the many titles of the Virgin Mary is the hortus conclusus, or “walled garden.” This metaphor is intended to emphasize her spiritual separation from the sins of the world, as well as her perpetual virginity. Artistic depictions of the Virgin in this role, particularly from Italy in the 14th and 15th centuries, often …

March 16 Elections, Census & Redistricting Update, Jeffrey M. Wice

Elections, Census & Redistricting Updates

No abstract provided.

The Impact Of The Legalization Of Marijuana On The Under 21 In New Jersey, Sharon Mesmer

Child and Family Law Journal

No abstract provided.

Measured Results In Georgia's Kenny A. Foster Care Class Action: A Framework For Assessing The Strategic Effectiveness Of Institutional Reform Litigation, Melissa D. Carter, Christopher G. Hempfling

Child and Family Law Journal

No abstract provided.

Involving Interpol: Interpol’S Meddling In International Parental Kidnapping And International Custody Dispute Cases Through Red And Yellow Notices, Chandler Gallucci

Child and Family Law Journal

As the world grows more interconnected through globalization, the opportunity for international parental kidnapping has increased. International parental kidnapping occurs when a parent or guardian wrongfully removes and retains a child from their habitual residency, even with the existence of a custody agreement. This article examines the role of the International Criminal Police Organization (“Interpol”) and how their use of Red and Yellow Notices can meddle in international custody disputes. Interpol consists of 196 member states, each of which is connected through Interpol’s database. Interpol links local law enforcement agencies in each of the member states. A Red Notice is …

Gender Ideology Curriculum In Florida Schools: Parental Rights And Educator Strain, Kimberly Mack

Child and Family Law Journal

No abstract provided.

The Section 301 Surge Continues: Investigating The Adoption/Enforcement/Administration Of Forced Labor Import Bans, Desiree Leclercq

Faculty Datasets

This blog post critiques the March 12, 2026, announcement by the Office of the U.S. Trade Representative (USTR) launching a sweeping Section 301 investigation into 60 economies—including the European Union, Canada, and Mexico—for failing to effectively prohibit forced labor imports. While the U.S. claims these regulatory failures harm domestic commerce, the author argues that the investigation highlights deep flaws in American trade governance. Specifically, the critique outlines four primary deficiencies in the U.S. approach: inadequate Customs and Border Protection (CBP) procedures lacking independent oversight, a dramatic decline in CBP enforcement actions, mistargeted pressure against the EU despite its superior evidentiary …

Holographic Photopolymerizable Glass: Enhancing Exposure Sensitivity By Tailoring Photoinitiating Systems Based On Bodipy Dyes, Tatsiana Mikulchyk, Aimee Sheehan, Metodej Dvoracek, Izabela Naydenova, Mikhail Filatov

Research Outputs: 2025-Present

The photoinitiating system (PIS) is a key component of holographic materials which needs to be carefully selected and optimized to achieve efficient photopolymerization and, as a result, highly efficient holographic structures. Recently, boron dipyrromethene (BODIPY) dyes have been introduced as a new class of photosensitizers for holographic materials, including photopolymerizable glass, which is characterized by excellent environmental stability. Here, we present a study of the holographic recording capability of the photopolymerizable glass, where PIS was optimized using two approaches: 1) adding a second co-initiator, diphenyl iodonium hexafluorophosphate (DPIHFP) and 2) exploring a range of BODIPY structures, such as anthracene- and …

Let Them All Grow: Protecting Nebraska's Intersex Youth From Medical Intervention, Jori Peters

Nebraska Law Review

The Nebraska Legislature passed the Let Them Grow Act on May 22, 2023, which prohibits minors from receiving gender-affirming care in Nebraska. This Note argues that the Act violates the Equal Protection Clause of the Fourteenth Amendment because it exempts intersex children—those born with ambiguous sex characteristics—from protections against unnecessary, irreversible, and nonconsensual medical procedures, while the Act protects those born with clearly male and female sex characteristics. This Note clarifies the distinction between the issues faced by intersex individuals and transgender individuals, and highlights the psychological and physical harms of early sex assignment surgeries. Further, this Note outlines the …

Tennessee State Museum Spring 2026 Newsletter & Calendar Of Events, Tennessee. State Museum.

Tennessee State Museum

No abstract provided.

Crepe Myrtle Bark Scale (Acanthococcus Lagerstroemiae) And Sooty Mold (Capnodium Sp.) Decrease Bloom And Fruit Number In ‘Natchez’ Crepe Myrtle (Lagerstroemia Xfauriei ‘Natchez’), Derald A. Harp, Beatriz Ruiz, Kara Bailey, Pedro Castillo, Phoebe Alvarez

Faculty Publications

Crepe myrtle bark scale (CMBS) (Acanthococcus lagerstroemiae) is an important pest of crepe myrtle in Texas, and infestations are accompanied by excessive growth of sooty mold (SM) that will cover stems, and, in severe cases, leaves. These combine to create significant stress on the plant, and anecdotal evidence suggests a decrease in bloom number under heavy infestation. In an existing planting of 24 ‘Natchez’ crepe myrtle in four blocks, three trees were randomly chosen in each block and treated with either a dinotefuran (year 1) or imidicloprid (year 2) drench. The three remaining trees were untreated. In February of year …

"That Others Might Be Free”: Pride, Prejudice, And Paternalism In The Imperial Period, Bridget Goguen

History & Classics Student Scholarship

The goddess of wisdom and war models intellect without complacency, valor without rashness. Claiming this duality—a civilized militancy—from their patron goddess Athena, an ancient Athenian citizenry could rationalize imperial conquest as democratic goodwill. Millennia later, the United States, seeking subtle proclamation of classical succession, crafted their national personification Columbia from the mold of Athena. Amidst the politics of territorial expansion in the aftermath of the 1898 Spanish-American War, the Americans called on Columbia to symbolically marshal and disguise their own imperial ascent. This paper explores the American adaptation of Greco-Roman rhetoric through the mediums of cartoons, sculptures, and paintings in …

Ai Dependency Vs. Doctoral Identity: How Generative Ai Is Challenging The Development Of Independent Scholarly Thinking In Doctoral Students, Valerie A. Storey

All Faculty and Staff Scholarship

The rise of Generative Artificial Intelligence (GenAI) in higher education has altered the conditions under which doctoral students learn, research, and develop as scholars. Although doctoral student use of GenAI has accelerated rapidly, institutional frameworks for responsible and developmentally appropriate use have not kept pace. This paper examines a central paradox in doctoral education: the same tools that enhance research productivity may also weaken intellectual independence when used without guidance. Using a critical review methodology, the study synthesizes 47 sources on doctoral education, GenAI use, policy, and epistemic development. Three interconnected dimensions of risk emerged from the analysis: critical thinking …

Robot Wingman: Using Ai To Assess An Employment Termination, Henry H. Perritt Jr.

Nebraska Law Review

Four major generative AI engines—DeepSeek, Claude, ChatGPT, and Grok—are useful legal analysis tools for employment law practitioners. This Article presents the results of an experiment in which a transcript of a hypothetical client interview involving potential disability discrimination, retaliation, and wrongful termination claims was submitted to each AI system. The accompanying prompts requested identification and assessment of viable legal theories. The experiment demonstrates that contemporary generative AI performs sophisticated legal analysis comparable to experienced associates, correctly identifying major employment law claims including ADA violations, Title VII discrimination, OSHA retaliation, FMLA interference, and workers’ compensation retaliation. All four engines successfully spotted …

Masthead & Table Of Contents, Vol. 104, No. 3

Nebraska Law Review

No abstract provided.

Ndls Communicator: Week Of 03.16.26, Notre Dame Law School

NDLS Communicator

The Latest News

• U.S. Supreme Court Justice Clarence Thomas Reflects on Law, Faith, and Judicial Responsibility at Notre Dame Law School
• Notre Dame Law School Delegation Visits Insper in São Paulo, Brazil for Joint Faculty Workshop and Scholarly Exchange
• Notre Dame Law School continues exchange partnership with Ukrainian Catholic University

Alumni News

• Kyle Sommer '09 J.D.

Student News

• J.S.D. candidate Perla Khattar

Faculty Briefs

• Ashley Sanchez
• Derek Muller
• Emily Bremer
• Paul Miller
• Brett Cavanaugh
• Paolo Carozza
• Jimmy Gurulé
• Mary Ellen O'Connell
• A.J. Bellia
• Patrick Corrigan
• Daniel Slate & Paolo Carozza
• Vincent Phillip Muñoz
• Lloyd Mayer

ND Law in the News …

Carson V. Makin: Ending The Status-Use Distinction And Building A Foundation For The Emergence Of Catholic Charter Schools, Tyler Lyon

Nebraska Law Review

Over the course of its history, the United States has wrestled with a wide variety of issues that have tested the tension between the Establishment and Free Exercise clauses of the First Amendment. One such issue involves the extent to which religious schools can access public funds, which was addressed by the proposal of the Blaine Amendment on a national scale in 1875. The Blaine Amendment was intended to prevent religious groups from accessing public funds, and although it did not pass on a national level, it was adopted by many states.

However, some recent United States Supreme Court cases …

On Sovereignty, Outer Space, And Taxation, Erika I. Scuderi

Nebraska Law Review

This Article offers a comprehensive framework for States’ taxing powers in outer space. Beginning with an analysis of the legal status of airspace and outer space, the study addresses the taxation of commercial space activities, where traditional fiscal approaches of residence-based and source-based taxation break down. The discussion ultimately centers on Article VIII of the Outer Space Treaty, on which basis the present Article proposes the “Tax Jurisdiction by Registration Principle,” arguing that the act of registering a space object provides a legal basis for taxing income derived from its use. In doing so, the Article provides for a potential …

Shu World Review- March 16th 2026, Diplolab, Seton Hall University

SHU World Review

No abstract provided.

Targeting Il-1 Signaling In Recessive Dystrophic Epidermolysis Bullosa: Improved Survival And Pathogenesis In Rdeb Mouse Model, Rahim Hirani

NYMC Student Theses and Dissertations

Recessive dystrophic epidermolysis bullosa (RDEB) is a devastating inherited blistering disorder caused by biallelic mutations in COL7A1, resulting in deficiency of type VII collagen (C7) and loss of dermal–epidermal adhesion. Beyond mechanical fragility, RDEB is characterized by chronic inflammation, progressive fibrosis, impaired wound healing, severe pain, and an exceptionally high risk of aggressive cutaneous squamous cell carcinoma. Emerging transcriptomic and cytokine profiling studies have identified interleukin-1 alpha (IL-1α) as a dominant and temporally upstream inflammatory mediator in RDEB skin. The central hypothesis of this dissertation is that IL-1α signaling functions as a key initiator and amplifier of inflammation-driven pathology …

In Re: Allonhill Llc

2026 Decisions

USDC for the District of Delaware

Mediation Analysis Investigating The Mechanisms Of Two School-Based Smoking Prevention Interventions In Adolescents From Northern Ireland And Bogotá, Jennifer M. Murray, Sharon C. Sánchez-Franco, Olga L. Sarmiento, Erik O. Kimbrough, Christopher Tate, Shannon C. Montgomery, Rajnish Kumar, Laura Dunne, Allen Thurston, Aideen Gildea, Abhijit Ramalingam, Erin L. Krupka, Felipe Montes, Huiyu Zhou, Laurence Moore, Linda Bauld, Blanca Llorente, Frank Kee, Ruth F. Hunter

Economics Faculty Articles and Research

Background:

Reviews have highlighted a lack of evidence on how successful intervention strategies for adolescent smoking prevention can be effectively adapted for low-middle income countries (LMICs). The MECHANISMS study compared behavioral mechanisms between two school-based smoking prevention programs for adolescents in Northern Ireland (NI; a high-income setting) and Bogotá, Colombia (middle-income). ASSIST works via peer education and diffusion. Dead Cool uses conventional classroom pedagogy. Both interventions were previously trialed in the UK and were culturally adapted for Bogotá. We investigated whether changes in smoking/vaping outcomes differed by intervention or setting. Mediation analyses were conducted to test the hypothesized intervention mechanisms. …

Examining The Relationships Between Students’ Achievement Goals And Their Academic Achievement In An Oer-Based Course: A Person-Centered Approach, Hengtao Tang Ph.D., Yan Yang, Yu Bao

Faculty Publications

Open Educational Resources (OER) have emerged as a cost-effective alternative to traditional commercial textbooks in higher education, towards the goal of alleviating college students’ financial burden of educational expenses. However, mixed findings about the influences of the integration of OER on student learning are present. To address the gap, this study investigated whether student motivation in OER served as a latent factor that impacts their academic achievement in online asynchronous courses offered in public universities. Particularly, this study (N = 247) implemented an advanced person-centered approach—stepwise latent class analysis—to profile student achievement goals in an OER-based course and examined their …

The Echo: March 16, 2026, Taylor University

2025-2026 (Volume 113)

No abstract provided.

Vision-Language System Using Open-Source Llms For Consent And Instruction Gestures In Medical Interpreter Robots, Thanh Tung Ngo, Emma Murphy, Robert J. Ross

Research Outputs: 2025-Present

Effective communication is vital in healthcare, especially across language barriers, where non-verbal cues and gestures are critical. This paper presents a privacy-preserving vision-language framework for medical interpreter robots that detects specific speech acts (consent and instruction) and generates corresponding robotic gestures. Built on locally deployed open-source models, the system utilizes a Large Language Model (LLM) with few-shot prompting for intent detection. We also introduce a novel dataset of clinical conversations annotated for speech acts and paired with gesture clips. Our identification module achieved 0.90 accuracy, 0.93 weighted precision, and a 0.91 weighted F1-Score. Our approach significantly improves computational efficiency and, …

Nonlinear Bivariate Associations And Mononuclear Cell‐Type‐Specific Expression Level Differences In The Sting Signalling Pathway, David Kaplan

Faculty Scholarship

Understanding intracellular signalling pathways is crucial since they regulate essential functional activities. Bivariate relationships have been useful in delineating these pathways in clinical samples. In our previous studies, we have found many linear associations between pathway components, and we have interpreted these correlations as rheostatic regulators. Increases in an upstream component are correlated with a commensurate downstream increase. Here, we report a quantitative analysis of molecules in the STING pathway by assessing the variance in human peripheral blood mononuclear cell-type-specific molecular expression from patients with atherosclerotic coronary artery disease. The induction of the type I interferon track by this pathway …