Digital Commons Network^™

Hypersiniel: Guaranteed Output Delivery Comes (Almost) Free In Private Delegation Of Zksnarks, Yunbo Yang, Yuejia Cheng, Junkai Liang, Kailun Wang, Xuanming Liu, Xiaoguo Li, Jianfei Sun, Jiachen Shen, Xiaolei Dong, Zhenfu Cao, Meng Hao, Guomin Yang, Deng, Robert H., Kui Ren

Research Collection School Of Computing and Information Systems

Zero-knowledge Succinct Non-interactive Argument of Knowledge (zkSNARK) is a powerful cryptographic primitive that enables a prover to convince a verifier that something is true without leaking the private witness.Current zkSNARKs face significant computational costs in generating proofs, which restricts their use in areas like private payments, confidential smart contracts, and anonymous credentials. Private delegation offers a practical solution by outsourcing the heavy computation to powerful external workers without leaking any private information. In this work, we propose HyperSiniel, an efficient private delegation framework for general zkSNARKs that achieves a new feature called guaranteed output delivery (GOD). HyperSiniel is designed to …

Bridging Draft Policy Misalignment: Group Tree Optimization For Speculative Decoding, Shijing Hu, Jingyang Li, Zhihui Lu, Pan Zhou

Research Collection School Of Computing and Information Systems

Speculative decoding accelerates large language model (LLM) inference by letting a lightweight draft model propose multiple tokens that the target model verifies in parallel. Yet existing training objectives optimize only a single greedy draft path, while decoding follows a tree policy that re-ranks and verifies multiple branches. This draft policy misalignment limits achievable speedups. We introduce Group Tree Optimization (GTO), which aligns training with the decoding-time tree policy through two components: (i) Draft Tree Reward, a sampling-free objective equal to the expected acceptance length of the draft tree under the target model, directly measuring decoding performance; (ii) Group-based Draft Policy …

Dragging With Geometry: From Pixels To Geometry-Guided Image Editing, Xinyu Pu, Hongsong Wang, Jie Gui, Pan Zhou

Research Collection School Of Computing and Information Systems

Interactive point-based image editing serves as a controllable editor, enabling precise and flexible manipulation of image content. However, most drag-based methods operate primarily on the 2D pixel plane with limited use of 3D cues. As a result, they often produce imprecise and inconsistent edits, particularly in geometry-intensive scenarios such as rotations and perspective transformations. To address these limitations, we propose a novel geometry-guided drag-based image editing method—GeoDrag, which addresses three key challenges: 1) incorporating 3D geometric cues into pixel-level editing, 2) mitigating discontinuities caused by geometry-only guidance, and 3) resolving conflicts arising from multi-point dragging. Built upon a unified displacement …

Temporary Protected Status Populations In Massachusetts In 2026, Phillip Granberry, Iván Espinoza-Madrigal

Gastón Institute Publications

Temporary Protected Status (TPS) is one of the best expressions of U.S. humanitarian protection and relief. It recognizes a basic truth: people should not be deported to danger.

May this report help build a stronger Commonwealth for all by advancing more thoughtful policymaking and stronger interventions that recognize the deep connections among immigration, community, and economic life.

Cryoablation As A Treatment Option For Early-Stage Primary Non-Small Cell Lung Cancer And Lung Metastases: A Narrative Review Of Recent Literature, Eshwar Karupakula, Clara Nemr, Justin Chen, Ashwin Hampole

Journal of Patient-Centered Research and Reviews

Cryoablation has emerged as a promising treatment option for early-stage non-small cell lung cancer (NSCLC) and lung metastases. This narrative review examines recent literature on cryoablation's efficacy, safety, and outcomes in treating lung tumors. The review analyzes data from multiple clinical trials and observational studies, focusing on local tumor control rates, overall survival, and complications. Results indicate that cryoablation achieves high local tumor control rates, ranging from 85% to 97% at one year, for both primary NSCLC and pulmonary metastases. Overall survival rates are comparable to surgical resection, with one-year rates up to 97.7% reported in some studies. Cryoablation offers …

April 2026 News Releases, University Of Montana--Missoula. Office Of University Relations

University of Montana News Releases, 1928, 1956-present

No abstract provided.

Dipl 6130 International Security, V. Tibet Gur

Diplomacy Syllabi

This course serves as a general introduction to enduring and contemporary questions in international security, a field primarily concerned with the threat and use(s) of force by state and non-state actors for political ends. Topics covered include the causes of war and peace; alliances, territorial disputes, and democratic peace; and contemporary challenges such as energy security, climate change, cyber conflict, nuclear proliferation, border politics, and domestic polarization.

Pegasus: Vfs 2025-2026 Dbvf, A'Zhae Turay, Elisabeth Canjar, Jack Carpenter, Cheng-Ju Wu, Xander Fruin, Sophia Bennett

Mechanical Engineering Senior Theses

Pegasus is an autonomous electric vertical takeoff and landing aircraft developed for the Vertical Flight Society Design-Build-Vertical Flight competition and designed around the operational needs of early-stage wildfire response. The system was developed to provide rapid aerial situational awareness, stable hover capability, modular payload deployment, and autonomous mission execution in environments where conventional reconnaissance methods may be limited by terrain, visibility, response time, or personnel risk. The final aircraft uses a hexacopter configuration with six electric propulsion units, a modular aluminum airframe, independent propulsion and avionics power systems, a Cube Orange+ flight controller, adaptive landing gear, and a bottom-mounted payload …

Augmented Advocacy: Ethical Constraints And Regulatory Gaps In Ai-Driven Legal Practice, Molly M. Rowlands

West Virginia Law Review

The rapid advancement of artificial intelligence (“AI”) and particularly generative AI (“Gen AI”) is reshaping the legal profession in unprecedented ways. AI-powered tools enhance efficiency, improve accuracy in legal analysis, and expand access to justice by automating research, contract review, litigation support, and predictive analytics. However, these benefits come with significant ethical, regulatory, and procedural challenges, including competency concerns and AI “hallucinations,” data confidentiality risks, algorithmic bias, and the environmental impact of AI-driven computing. This Note critically examines the evolving role of AI in legal practice and evaluates the inadequacies of existing regulatory frameworks—such as Rule 11 of the Federal …

Forever Young: Student Employee Unionization In Higher Education, William A. Herbert

Publications and Research

This article presents history and data about unionization among graduate and undergraduate student employees in the United States. It demonstrates that student employee unionization is not a new phenomenon and is part of a second curriculum for higher education students, which provides first-hand experience in workplace representational democracy and citizenship, including maintaining a majority coalition and making hard necessary compromises

Canadians And The American Proposal, Michael Lee

Publications and Research

No abstract provided.

Clothing, Comportment, And Court Femininity In Domenico Ghirlandaio's Portraits Of Elite Florentine Women (C. 1475-1490), Emmerson Stephens

Art History Theses and Dissertations

This thesis examines a focused group of Domenico Ghirlandaio’s portraits of women from the Medici–Tornabuoni–Sassetti circle in Florence (c. 1475–1490), arguing that these works construct, rather than simply represent, an ideal of courtly femininity. Situating portraiture within systems of social regulation, it demonstrates how comportment, dress, and visual conventions disciplined the female body. Clothing functioned as a material technology that structured posture, gesture, and movement, shaping how women appeared both socially and pictorially.

Through analysis of panel portraits and fresco cycles, particularly in the Tornabuoni Chapel, the study shows how controlled formats, gestures, and surfaces produced figures that embody modesty, …

Sticks And Blackstone: Regulatory Takings And The Definition Of Property, Maryann Herman

West Virginia Law Review

When private property is subject to regulation, courts sometimes find that it effects a taking requiring just compensation under the U.S. Constitution. This Article explains that what is deemed a regulatory taking can depend on the definition of property the court applies. There are two predominant ways property is defined: either as a bundle of rights or as a person’s dominion over a thing. The bundle of rights, or bundle of sticks, definition conceives of property as a collection of various, discrete rights held by a property owner and others in relation to a thing. These rights can be disaggregated …

Community Lawyering In Coal Country: Empowering Those Who Power America, Gregory Robertson

West Virginia Law Review

Despite the intense and prolonged efforts of thousands of activists in the 1960s and 1970s to obtain safer working conditions for coal miners, pneumoconiosis rates, disease that develops as a result of inhalation of particle material, is on the rise. The Supreme Court’s decision in Loper Bright Enterprises v. Raimondo has shaken the ground upon which administrative agencies’ ability to promulgate rules to protect miners rests. This Note profiles a handful of attorneys, archetypes of community lawyering, who advocated for Appalachian coal miners during the height of the Black Lung Movement and continue to do so today. Through conversations with …

Overlooking The Trees For The Forest: A Look Into California's Cap-And-Trade Policy Shortcomings, Zachary Rohrbaugh

West Virginia Law Review

Cap-and-trade programs have grown in political popularity over the past few decades, primarily as a means of addressing climate change and mitigating greenhouse gas emissions. The idea behind these programs is that the government sets a certain cap for emissions that businesses or entities are not allowed to exceed. These businesses or entities receive permits allowing them to pollute up to this capped level. If the business or individual does not use all their allotted permits, they are able to sell their extra to others who might need extra because they exceeded their cap. Although these programs have increased in …

Front Matter

West Virginia Law Review

No abstract provided.

Practical Reason In The Portfolio Economy: Accept: Amend, Or Abandon, The Flsa?, Kevin Frazier

West Virginia Law Review

No abstract provided.

Individualized Cannabis Reparations, Scott Bloomberg

Faculty Publications

This Article makes an argument that should be obvious. The best way for governments to right the wrongs of cannabis prohibition is to give money to people with cannabis offenses. Nonetheless, this straightforward reform has been consistently overlooked, dismissed, or minimized by policymakers and scholars alike, eschewed in favor of other social equity programs that do not right those wrongs nearly as effectively. Governments have indeed invested hundreds of millions of cannabis tax dollars in social equity licensing programs and community reinvestment initiatives. These programs-while often worthwhile-do not benefit the vast majority of people with past cannabis offenses. Governments should …

Behind The Suit: How Recovering A Biblical Worldview And Implementing Spiritual Formation Practices Can Improve The Mental Health Crisis In The Legal Profession, Makayla G. Johnson

Senior Honors Theses

A Biblical worldview is the foundation upon which the United States government and legal system is built, however in recent years the understanding of a Biblical Worldview has been in decline. This shift has had a profound impact on the legal field, causing a loss of purpose and meaning in the profession, which research asserts has in part caused many mental health issues found in the legal field. With this in mind, the following study will include information regarding the extent to which the implementation of spiritual formation practices, when practiced specifically by those in the legal profession, could impact …

Beyond The Barn: An Analysis Of The Agritourism Expansion Opportunities At Butcher Family Farm, Sarah Thomas

Senior Honors Theses

Agritourism is a rapidly expanding industry full of business opportunities. From wedding barns to pumpkin patches, agritourism comprises a niche intersection of agricultural business and experiential tourism. Heavily contested definitionally over a period of years, agritourism is a continually emerging source of business for a variety of locations across the US and global economy. This unique industry is composed of a conglomerate of elements and enterprises that vary widely. One agritourism segment that has undergone the most development is family owned and operated farms, such as Butcher Family Farm in Washington, West Virginia. Standing as the perceived focal point of …

Global Trends In Bioterrorism And Biosecurity Research Publications (1997–2025): A Scopus Bibliometric Analysis, Festus Mulakoli, Samuel Gesaka, John Mbataru

School of Nursing & Midwifery, East Africa

Introduction: Bioterrorism and biosecurity preparedness are critical pillars of global public health protection and resilience of health systems worldwide. Although this field has grown over the past few decades, there remains limited clarity on how research efforts have evolved and where critical gaps persist, particularly regarding global collaboration and emerging biological threats. To address this, we conducted a bibliometric analysis to map publication trends, influential contributors, and collaboration networks in bioterrorism and biosecurity from 1997 to 2025. This study analyzed global research output, collaboration, and thematic evolution in bioterrorism and biosecurity and identified gaps relevant to preparedness and policy. …

Developing A Pediatric Pain Curriculum For Pediatric Anesthesia Fellows In Sub-Saharan Africa: A Delphi Study, Anisa Bhettay, Rebecca Gray, Romy Parker, Nikki Allorto, Abigail Amponsah, Brian Anderson, Lillian Baranzila, Charles Carapinha, Susan Carolus, O' Brien Kyololo

School of Nursing & Midwifery, East Africa

Background Comprehensive pain management in children requires a specialized skillset, with a limited number of clinicians possessing the level of expertise required to successfully navigate the complexities of holistic care. The emergence of pediatric anesthesia fellowship programs in sub-Saharan Africa presents an opportunity to embed a pediatric pain curriculum for trainees, improving the availability of specialist skill and knowledge in the field. Existing pain curricula fall short in addressing the sociocultural aspects of pediatric pain identified through research as being unique to the African context, and do not include elements of leadership and advocacy training required to navigate the complexities …

A Qualitative Socioecological Exploration Of Community Health Promoters’ Barriers And Facilitators In Cardiovascular Disease Prevention In Kenya, Emily Muchina, Maureen Akolo, Rose Maina

School of Nursing & Midwifery, East Africa

Background:

Cardiovascular diseases (CVDs) remain a growing public health challenge in low- and middle-income countries, where there is an upsurge of risk factors. Community health promoters (CHPs) have the potential to play a crucial role in CVD prevention and care to underserved communities in Kenya. However, there are limited studies on their experiences, which are likely shaped by multilevel barriers and facilitators across the individual CHP, the community, relationships with primary health systems, and societal-level policies and structures. This study explored the barriers and facilitators shaping CHPs’ experiences in mitigating CVD in Kenya.

Methods:

A qualitative descriptive study was conducted …

Antecedents And Consequences Of Consumer Behavior In Circular Fashion: Cognitive, Normative, And Behavioral Pathways Shaping Purchase And Participation Intentions, Mahmudul Hasan Sabuj

Department of Textiles, Merchandising and Fashion Design: Dissertations, Theses, and Student Research

The increasing environmental impact of the fashion industry has intensified the need for a systemic transition from linear to circular production and consumption models. Despite growing interest in circular fashion, there remains a limited understanding of the underlying behavioral dimensions that drive consumer engagement in sustainable practices. Grounded in the Theory of Planned Behavior (TPB) and Norm Activation Theory (NAT), this study examines consumer behavior through an integrated framework capturing cognitive, social, and normative influences.

Using data collected from a structured online survey (N = 575), the study employs Exploratory Factor Analysis (EFA), reliability analysis, and multiple regression techniques to …

No Fue Un Accidente: The Fascist Fantasy Of Self-Victimization In Alfonso Ponce De León’S Autorretrato (1936), Geovany Uranda

Calvert Undergraduate Research Awards

During the eve of the Spanish Civil War (1936 - 1939) Alfonso Ponce de León, a Falange propagandist and artist, created Autorretrato (1936), a self-portrait inspired by an automobile accident he experienced. He exhibited this work several months before his arrest, torture, and execution by Republican forces. This paper analyzes the self-portrait as a fascist work of self-victimization and ideological myth-making in line with fascist propaganda of the time. The painting presents Ponce de León as a dead or dying figure staged through the visual language of Catholic martyrdom. Drawing from Baroque compositional practices and iconographic tropes associated with the …

The Cost Of Cargo Preference: How Shipping Requirements Hinder Food Aid Efficiency, Grace E. Pattara

Senior Honors Theses

Cargo preference for food aid (CPFA) mandates that 50 percent of U.S. food aid shipments be transported on U.S.-flagged vessels (USFVs). However, only seven USFVs are equipped to accommodate bulk food aid, causing shipments to be sent on vessels not designed for such transport. This constraint increases operational costs by an average of 270 percent, delays delivery timelines, and consumes 30-50 percent of the food aid budget. As the American legislature stands in an important moment in foreign aid history when U.S. foreign assistance is being fundamentally restructured, this thesis argues that Congress should repeal CPFA and permit competitive bidding …

Analysis Of Lateral Load Distribution In Steel Girder–Concrete Deck Bridges: Influence Of Diaphragm Behavior Under Wind And Vessel Collision Loads, Bhupesh Chand

Master's Theses

Bridges are critical components of modern transportation infrastructure, and their structural response under extreme loading conditions is essential for ensuring safety and serviceability. A key challenge in current bridge engineering practice is accurately understanding and predicting the lateral load distribution in steel girder–concrete deck bridge systems subjected to wind and vessel collision loads. While the AASHTO LRFD Bridge Design Specifications provide well-established provisions for vertical load distribution, magnitudes and load combinations (Article 3.4), they do not explicitly define lateral load distribution factors (LLDFs) for such extreme lateral loading conditions or address the role of the deck in redistributing these loads …

Implementing And Evaluating A Mental Health Education And Mindfulness Program For Police Officers, Patricia Lynn Young

Doctor of Nursing Practice

Background: Police officers are routinely exposed to occupational stress and trauma, contributing to an increased risk of anxiety, depression, substance misuse, and post-traumatic stress disorder (PTSD). Targeted mental health interventions are needed to proactively address their mental health. Purpose: This Doctor of Nursing Practice (DNP) project implemented and evaluated a mental health education and mindfulness program designed to reduce operational stress and increase knowledge and use of departmental mental health resources and mindfulness techniques among police officers. Methods: A pre–post intervention design was used over a 10-week period. Participants (n = 14) completed the Operational Police Stress Questionnaire (PSQ-Op) and …

Evaluation Of The Prevention And Management Of Assaultive Behaviors (Pmab) Training For Outpatient Ambulatory Care Staff, Michaela Bowles

Doctor of Nursing Practice

Background: Workplace violence (WPV) disproportionately affects healthcare workers and harms both staff well-being and the healthcare organization. Despite growing attention to WPV prevention, effective solutions remain limited. The purpose of this project was to evaluate the Prevention and Management of Assaultive Behaviors (PMAB) training in an outpatient ambulatory care setting and to assess staff’s confidence and ability to respond to escalating situations. Methods: A pre/post observational survey using Likert-scale, multiple choice, yes/no questions and narrative responses measured confidence before, immediately after, and 3 to 12 months following PMAB training. A retrospective review of WPV incident reports three months before and …

Mindbodystrong: A Pilot To Address Nursing Burnout & To Promote Wellness, Leilah Hunt

Doctor of Nursing Practice

Background: Nursing burnout rates have increased significantly since the Covid-19 pandemic, not only within the United States but throughout the world. As burnout is multifaceted in nature, identifying and addressing the root cause of burnout has been challenging. One approach to remedy burnout effects is by enhancing wellness through daily practice of healthy habits. Purpose: The purpose of this DNP project was to pilot and evaluate the effects of the MINDBODYSTRONG Cognitive Behavioral Skills Building Program on self-rated anxiety, stress, depressive symptoms, and burnout symptoms in a sample population of nurses at a large psychiatric hospital. This program has …