Digital Commons Network^™

Reconceiving Safety Regulation For Ai And Ml Medical Software, Barbara J. Evans, Eric S. Rosenthal, Azra Bihorac

UF Law Faculty Publications

This article explores the challenges of regulating AI and ML clinical decision support tools intended to assist trained health care professionals in delivering clinical care. Two old, twentieth-century regulatory models have dominated discussions of medical AI policy since 2013. Thinking inside these old regulatory boxes has not produced effective regulatory solutions to address the novel risks AI poses in clinical care. The first regulatory box treats software as a medical device, which tasks medical device regulators with making software safe but neglects the crucial roles physicians, nurses, administrators, medical practice regulators, and other health oversight bodies must also play to …

Crypto Money Laundering, Jiaying Jiang

UF Law Faculty Publications

The crypto ecosystem has become a new frontier for money laundering, with criminals exploiting its anonymous and pseudonymous features. This Article explores how money laundering operates in the crypto space and highlights emerging trends. It then examines the existing legal and regulatory framework and argues that its core weakness lies in its reliance on trusted intermediaries. This approach conflicts with the philosophy that shaped the emergence of the crypto industry-one grounded in disintermediation and decentralized trust. To address this tension, this Article demystifies decentralization, showing that it is not a binary condition but instead exists on a spectrum. Across the …

Graduate Catalog, 2026-2027, Valparaiso University

Graduate Catalogs

No abstract provided.

Undergraduate Catalog, 2026-2027, Valparaiso University

Undergraduate Catalogs

No abstract provided.

Stoichiometry-Controlled Surface Reconstructions In Epitaxial Abo3 Perovskites For Sustainable Energy Applications, Habib Rostaghi Chalaki, Ebenezer Seesi, Gene Yang, Mohammad El Loubani, Dongkyu Lee

Faculty Publications

ABO₃ perovskite oxides are a versatile class of materials whose surfaces and interfaces play essential roles in sustainable energy technologies, including catalysis, solid oxide fuel and electrolysis cells, thermoelectrics, and energy-relevant oxide electronics. The interplay between point defects and surface reconstructions strongly affects interfacial stability, charge transport, and catalytic activity under operating conditions. This review summarizes recent progress in understanding how oxygen vacancies, cation nonstoichiometry, and electronic defects couple to atomic-scale surface rearrangements in representative perovskite systems. We first revisit Tasker’s classification of ionic surfaces and clarify how defect chemistry provides compensation mechanisms that stabilize otherwise polar or metastable …

Critical Connections: The University Of Tennessee And Oak Ridge From The Dawn Of The Atomic Age To The Present, Camille Mccutcheon

The Southeastern Librarian

Lee Riedinger, Al Ekkebus, Ray Smith, and William Bugg

Knoxville: University of Tennessee Press, 2024

ISBN: 9781621906544

488 pp. $39.95 (Hbk)

Salary Report, 2026 January, Eastern Michigan University

EMU Salary Reports

No abstract provided.

Identification And Characterization Of Tornado Seismic Signals In The Central U.S., Seth Thompson

Theses and Dissertations--Earth and Environmental Sciences

Tornadoes cause extensive property damage and endanger lives. While Doppler radar can indicate the potential for tornado development, it cannot confirm that a tornado is in contact with the ground unless a debris signature is present. While on the ground, a significant amount of a tornado’s energy may be transferred into the earth as seismic vibrations. Thus, seismometers have the potential to detect on-the-ground tornadoes. Since 1960, only five papers have published seismic recordings from tornadoes. These studies have mostly reported on seismic waves generated by tornadoes at a relatively large range, from 0.01-2.5 Hz, representing uncertainty in the dominant …

Global Supply Chain Resilience In Emerging Technologies: A Case Study Of Bitcoin Mining, Kishanthi Parella, Carla L. Reyes

Scholarly Articles

The United States has put into motion bold plans in critical and emerging technologies to bolster its national and economic security.  For example, the federal government created a national bitcoin strategic reserve and a stockpile of other cryptocurrency; while several states have committed to or are considering similar goals.  However, the security of these reserves is dependent on two types of supply chains within the Bitcoin mining industry: analogue supply chains, relating to the physical components needed for Bitcoin mining, and data supply chains, relating to the complex and layered logistical network of actors that create input into …

The Social Promise Of Hybrid Entities, Frederick M. Spight Jr.

American University Business Law Review

Many Historically Black Colleges and Universities (HBCUs) are struggling to stay afloat. These historic, and historically underfunded, institutions suffer from a chronic shortage of resources, leading to the notable closures of schools, like Concordia College. Some critics question the modern place of the HBCU as a relic of a bygone era. This article argues, however, that HBCUs are worth sustaining and provides the legal tool to do so: the hybrid entity. 

Hybrid entities arose from the social enterprise movement, which sought to harness the power of both nonprofit and for-profit organizations. Operating under the philosophy of “doing well, while doing …

Incentivized Delegation In Corporate Criminal Investigations: State Action, Unconstitutional Conditions, And Fifth Amendment Erosion., Ying Zhou

American University Business Law Review

This Article identifies and critiques “incentivized delegation,” an enforcement regime in which the Department of Justice (DOJ) conditions prosecutorial leniency on corporations’ completion of specified, prosecution-oriented, internal investigations of employee misconduct. While courts readily find state action when the government formally delegates investigative functions, they have not squarely addressed whether corporate investigations undertaken to secure prosecutorial leniency—without explicit governmental direction—should likewise trigger state-action scrutiny. United States v. Coburn illustrates the blind spot: by insisting that state action requires overt governmental direction and control, the decision exposes a fundamental failure to appreciate how the government can embed investigative mandates within the …

Procedural Good Faith In Investment Arbitration—What Is It And What Could It Be?, Meg Kinnear

American University Business Law Review

When I selected the topic of procedural good faith for this lecture, I did not expect it to be as unwieldy as it proved to be. After all, good faith is a fundamental concept for every law student, and it anchors our approach to legal analysis and “thinking like a lawyer.” As counsel, our core belief is that proceedings must be conducted in good faith, and we each have a professional duty to act in good faith in arbitration.

Nonetheless, I am certain that each of you has witnessed conduct during an arbitration—by the opposite party, of course—that struck you …

Creating A Responsible Authorship Culture In Science: Anchoring Authorship Practices In Principles Of Transparency, Credit, And Accountability, Susan Wolf, Véronique Kiermer, Sofia Adams, Kirsten Bibbins-Domingo, Kathleen Hall Jamieson, Joerg Heber, Mohammad Hosseini, Ana Marušić, Beau Nielsen, Magdalena Skipper, Geeta K. Swamy, Yensi Flores Bueso

Articles

Authorship remains the primary currency of academic credit and a cornerstone of research integrity, yet current practices often fail to reflect the collaborative and interdisciplinary nature of modern science and questionable authorship practices persist. We argue that addressing these shortcomings is a collective responsibility shared by researchers, journals, research funders, scholarly societies, and research institutions. We examined authorship guidelines issued by journals and research institutions and found that their recommendations to researchers are highly variable. We propose that fostering a responsible authorship culture requires a shared, principle-based framework grounded in transparency, credit, and accountability. These three interconnected principles highlight when …

Need For Harmonized Terminology In Cryopreservation To Support Reproducibility, Regulation, And Translation, Susan Wolf, Lakshya Gangwar, Lowell Wolfe, Nikolas Zuchowicz, Irina Filz Von Reiterdank, Srivasupradha Ramesh, Bat-Erdene Namsrai, Joseph Kangas, Joseph Sushil Rao, Matthew Powell-Palm, Timothy L. Pruett, John C. Bischof, Korkut Uygun

Articles

As cryopreservation technologies continue to develop, the need for harmonized terminology across the multitude of disciplines where cryopreservation is applied is becoming increasingly acute. Terminology in cryopreservation remains inconsistent, leading to confusion and barriers to progress. Applications of cryopreservation in medicine, food, agriculture, and conservation remain limited by this lack of consensus. Inconsistent terminology contributes to ethical, legal, and societal issues in translating and integrating new cryopreservation technologies. Here we identify the problem with examples of cryopreservation terminology that demand harmonization. We describe the need for terminological consistency by providing examples of effective terminology harmonization projects in related fields. We …

Temple, New Hampshire 2025 Annual Reports For The Year Ending December 31, 2025. Report Compiled By Temple Select Board And Rose Lowry, Temple Town Representatives

Temple, NH Annual Reports

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

Guitar Amplifier Directivity, Rachel C. Edelman, Brian E. Anderson, Samuel D. Bellows, Timothy W. Leishman

Directivity

No abstract provided.

4-H Stem Ambassador Impact Study: The Lasting Effects Of Informal Stem Service Learning Through 4-H Camp Instruction, Emma Hay Gardner

Theses, Dissertations and Capstones

Although short-term outcomes of service learning are widely documented, far less is known about how these experiences influence participants years after their service concludes. Research on STEM-focused service learning is especially limited. This mixed methods study examined the long-term impacts of a West Virginia University STEM Ambassador program, in which college students served as near-peer STEM educators during summer youth 4-H programs. This study explored the lasting effects on former participants across four domains identified in the Service Learning Benefit (SELEB) scale: practical skills, interpersonal skills, citizenship skills, and personal responsibility skills.

Survey data from former participants (n=75), follow up …

Bridging The Digital Divide: The Role Of Evolving Space Law In Ensuring Equitable Access And Ethical Use Of Climate Data, Caitlin B. Riordan

Indiana Journal of Law and Social Equality

No abstract provided.

A Unified Finite Element Framework For Cardiac Growth And Remodeling In Mitral Regurgitation Incorporating Fiber Reorientation And Baroreflex, Mohammad Mehri, Jonathan F. Wenk

Mechanical Engineering Faculty Publications

Mitral regurgitation (MR) triggers complex cardiac remodeling responses that alter the structure and function of the left ventricle (LV). While several models have been developed to predict myocardial growth in MR, they often neglect key concurrent adaptive mechanisms that influence both the pattern and severity of LV dilation. This study presents a unified finite element framework to systematically evaluate the individual and combined contributions of fiber reorientation (FR) and baroreflex regulation to LV growth and remodeling, along with the effects of myocardial material property changes associated with the acute and chronic phases of MR. A healthy baseline model and multiple …

Trustworthy Multimodal Ai For Medical Imaging: Enhancing Diagnosis, Reasoning, And Human-Agent Interaction In Extended Reality, Jai Prakash Veerla

Computer Science and Engineering Dissertations

The transition from traditional microscopy to digital pathology has digitized diagnostic data, yet clinical workflows remain constrained by two-dimensional screens and passive, opaque analysis tools that fail to capture the spatial complexity of biological systems. While Foundation Models now promise to reason across histology and genomics, a critical disconnect persists between the richness of this data and the limited cognitive bandwidth of clinicians, who currently lack the immersive interfaces and trustworthy agents necessary to utilize it effectively. This dissertation presents a unified framework for "Embodied Agentic AI," establishing a pipeline that augments physician capabilities through immersive visualization, robust security, and …

Ev Charging And V2g Operation For Distribution System Vpp Including Model Predictive Control, Rosemary E. Alden, Simone Silvestri, Malcolm D. Mcculloch, Dan M. Ionel

Electrical and Computer Engineering Faculty Publications

Future smart grid virtual power plants (VPPs) are considered for development based on industry communication standards for electric vehicle (EV) chargers such as Open Charge Point Protocol (OCPP), IEC 15118, and IEC 61851. To support research and development of computationally intelligent controls for distributed EV batteries, a python-based API OpenDSS VPP framework is utilized with thousands of experimental smart meter profiles, the IEEE 123 node test feeder, and hundreds of national survey-based EV modules for conventional and optimal charging and vehicle-to-grid (V2G) control development to mitigate any voltage violations and reduce peak load. A methodology is proposed for model-predictive control …

Immortal Justice: Why The Henrietta Lacks Family Merits Restitution Today, Suzette Malveaux

Scholarly Articles

Almost three quarters of a century have passed since Henrietta Lacks had her cells biopsied from her cervix without her knowledge or consent. Upon discovering that Henrietta’s cells were immortal, scientists have been able to solve the most vexing medical problems of modern times and save countless lives worldwide. Aware of the cells’ scandalous origins, big pharma has nonetheless commercialized and wildly profited from the HeLa cell line without sharing the benefit with Henrietta’s family, who has been left traumatized and destitute by the initial theft.

Despite the passage of time, Henrietta’s family is seeking restitution today from pharmaceutical companies …

Toxic Torts Are In Your Blood: An Examination Of Pfas And Tort Liability, Aiden M. Holden

Undergraduate Theses, Professional Papers, and Capstone Artifacts

Abstract

Per- and polyfluoroalkyl substances (PFAS), are a group of chemicals widely manufactured for industrial and commercial applications in the past decade due to their remarkable stability. Despite the “useful” nature of PFAS in various applications, they represent one of the most profound environmental and public health crises of the modern era. The chemical stability of PFAS has made them almost completely resistant to natural degradation, earning them the moniker “forever chemicals.” PFAS forever haunt our plant, contaminating the soil, water, and the blood of approximately 95% of the United States population. As the scale of corporate malfeasance by chemical …

Investment Law, Justice, And Sustainable Development, Frank Emmert, Begaiym Esenkulova

GHEA21 Open Educational Resources

This book is focused on international investment law, justice, and sustainable development. It is intended as a study and research resource for anyone interested in investment law and investor-state dispute settlement (ISDS). It is widely recognized that states receiving foreign direct investment (FDI) often greatly benefit from it, as FDI is one of the driving forces of economic development. Nevertheless, FDI can also cause environmental harm, social unrest, a ‘race-to-the-bottom’ in regulatory standards as well as other negative consequences, if not properly regulated. As FDI may have a double-edged impact, both positive and negative, it is important for states not …

Remembering Choices: Feedback, Memory Accuracy, And Context-Dependent Preference Shifts, Cameryn K A Okamura

Scripps Senior Theses

Preferences are often assumed to be stable across time and context, yet research on cognition and behavioral economics suggests otherwise. The present study examined whether false reminders of prior choices amplify susceptibility to the asymmetric dominance effect, commonly known as the decoy effect, and secondly, whether working memory capacity moderates this relationship. Twenty-one participants completed an online experiment in which they first chose between pairs of everyday consumer products or services before receiving accurate, inaccurate, or no reminders of their earlier selections. They then made new choices from triplet sets containing a target (T), competitor (C), and asymmetrically dominated decoy …

Characterizing Immune Perturbations In Peripheral Blood Following The East Palestine, Ohio Train Derailment, Sheridan B. Wagner, Hami Hemati, Siva Gandhapudi, Timothy J. Hilbert, Candace J. Brancato, Erin N. Haynes, Ilhem Messaoudi

Microbiology, Immunology, and Molecular Genetics Faculty Publications

Background: The East Palestine, Ohio, train derailment on February 3rd, 2023, resulted in the exposure of residents and the surrounding area to numerous hazardous chemicals, which included known acute irritants and human carcinogens. Despite evacuation and cleanup, both residents and responders reported high occurrences of symptoms associated with exposure in the months following, such as eye, skin, and respiratory irritation, headaches, and fatigue. The long-term health consequences for residents remain uncertain.

Objective: To assess the potential for immune perturbations resulting from the exposure, we performed a broad investigation of circulating immune cells and mediators from residents of East Palestine, OH, …

Combinatorial Immunotherapy Drives Exhaustion In Tumor Antigen–Specific Cd8+ T Cells Within The Mouse Renal Tumor Microenvironment, Holly R. Stephens, Elizabeth Elkins, Jing Li, Zoey N. Swalley, Henry Nnaemeka Ogbonna, Pia Muri, Zachary Roberts, Francesca R. Dempsey, Md Akkas Ali, Md Hasanul Banna Siam, Richard Kirkman, Jianqing Zhang, Sunil Sudarshan, Daniel J. Tyrrell, Hubert M. Tse, Daniel L. Smith Jr, Lyse A. Norian

Microbiology, Immunology, and Molecular Genetics Faculty Publications

Immunotherapies have greatly improved outcomes for patients with renal cell carcinoma (RCC), yet response rates remain suboptimal and the factors promoting therapy resistance versus sensitivity are incompletely understood. Currently, no preclinical model of orthotopic renal cancer exists that permits evaluation of tumor antigen–specific (TAS) CD8⁺ tumor-infiltrating lymphocytes (TILs). To address this deficiency, we developed a mouse renal cancer model that permits tracking of adoptively transferred TAS CD8⁺ T cells. Renca-LUC tumor cells were transduced to express tumor ERK (tERK), a model antigen expressing a one-amino-acid change from wild-type ERK, resulting in recognition by tERK/H-2K^d-specific DUC Thy1.1 …

Tiktok, The First Amendment, And Regulating Speech On The Internet, Marriah Binek

Roger Williams University Law Review

No abstract provided.

The Nature Of Domestic Violent Threats To Ri Educational Institutions, Robert J. Hehl, Delenn Ferrer, Amelia Conkey, George Ivas

CJC 450 - Criminal Justice and Criminology Capstone

This Capstone Research Assessment focuses on the nature of domestic violent threats to educational institutions, ranging from kindergartens to universities, public and private, which have historically been affected by said threats. Through analysis of human sources, government and private institution reporting, this assessment will focus specifically on threats to Rhode Island educational institutions. This assessment will conclude with possible mitigating strategies. While this assessment focuses on Rhode Island institutions, these findings can also be broadly applied to other states across America as Best Practices.

The Second Little Book Of Joy: More Ways To Infuse Delight Into Teaching And Learning, Eugene Korsunskiy

Dartmouth Scholarship

This is the second volume in a growing collection that started as The Little Book of Joy: Tiny Ways to Infuse Delight Into Teaching and Learning ( https://digitalcommons.dartmouth.edu/facoa/4352).

This second volume presents 36 new practices authored by educators and students for bringing joy into our classrooms.

As teachers, we know that a joyful learning environment helps students thrive. We know that fun is an important catalyst of-not a distraction from-the rigorous work of teaching and learning. A growing body of research supports this intuition, showing that joy helps with focus, creativity, problem-solving, teamwork, perseverance in the face of challenges, …