Digital Commons Network^™

Nh 4-H Horse State Show Class Patterns, Unh Cooperative Extension

UNH Cooperative Extension

No abstract provided.

New Farmer School 2026 Course Expectations, Caroline Beaton

UNH Cooperative Extension

No abstract provided.

Aging Actively, Jada Lindblom, Guangzhou Chen

UNH Cooperative Extension

No abstract provided.

4-H Summerfest Animal Premium Book, Extension

UNH Cooperative Extension

No abstract provided.

Instructions For Ezfair Entries, Extension

UNH Cooperative Extension

No abstract provided.

Exploring Capacity For Future Sustainability Of Healthy Eating Policy, Systems, And Environmental Change Strategies Previously Implemented Through Snap-Ed Programming, Carrie L. Draper, Nicholas Younginer Ph.D.

Faculty Publications

Objective

Design

Setting

Participants

Phenomenon of Interest

Analysis

Results

Towards Efficient And High-Fidelity Generative Models, Paribesh Regmi

Theses

Generative models aim to learn the underlying data distribution and synthesize realistic samples such as images, videos, and audio. Deep learning has brought remarkable success to this field, enabling models to capture complex, high-dimensional structures and produce highly realistic outputs. However, a fundamental challenge remains — achieving both computational efficiency and high-quality generation simultaneously. Among modern approaches, diffusion-based generative models stand out for their exceptional sample fidelity but require hundreds of iterative denoising steps, making them computationally expensive and slow. To improve efficiency, recent work trains diffusion models in the low-dimensional latent space of a pretrained Variational Autoencoder (VAE), where …

A Reproducible Hdr-Native Psychophysics Infrastructure For Color Science Research, Fernando Voltolini De Azambuja

Theses

Color science psychophysics measures the human visual system by relating controlled visual stimuli to observer responses, often through forced-choice paradigms such as two-alternative forced choice (2AFC) (Kingdom and Prins 2016). These studies require stimuli specified in physically meaningful units, technically correct display emission, and reproducible execution (Fairchild 2013; Lin et al. 2023). In practice, graduate-level experiments often rely on bespoke MATLAB or Python scripts, standard dynamic range (SDR)-first toolchains such as Psychtoolbox and PsychoPy, manual stimulus duplication, and incomplete capture of calibration, colorimetric state, and display capability (Brainard 1997; Peirce et al. 2019). These limitations increase experimental friction and create …

Reinforcement Learning-Enabled Resource Allocation For Distributed And Uncoordinated Cognitive Radio Networks, Ankita Vijay Tondwalkar

Theses

To keep up with the ever-increasing performance demand from wireless applications, wireless networks necessitate to operate following an efficient use of the available radio spectrum. Since the radio spectrum is a limited resource, the increasing demand for wireless services and applications to support a wide spectrum of users is a challenge in itself and therefore requires advanced techniques to manage and utilize radio resources efficiently. Dynamic spectrum access (DSA) and sharing play a crucial role in improving the utilization of the radio spectrum, as it departs from the traditional approach of static radio spectrum band allocation which usually leads to …

Echelon Trust Network: An Exploration Of Speculative Design And Critique Of Manipulative Technologies, Sydney Rowley

Theses

As emerging technologies become increasingly integrated into everyday life, concerns  surrounding privacy, surveillance, and personal autonomy continue to grow. Artificial  intelligence, data tracking, targeted advertising, and location-monitoring have intensified public  anxieties about the collection and use of personal data. These concerns echo themes explored in  classic dystopian literature, which have long warned of societies where privacy is sacrificed for  security and human identity is reduced to data. Echelon Trust Network explores these anxieties  through a speculative design project that imagines a future in which constant surveillance and  algorithmic trust scoring govern social interactions.  Developed as a motion graphics piece in …

Assistive Active Safety, Long Nguyen

Theses

As electric bicycles become faster and more prevalent in urban environments, the safety systems designed to protect riders face significant challenges. The current industry standard relies heavily on auditory warnings—which can exclude Deaf and Hard of Hearing (HOH) cyclists—and digital dashboards that often demand intense visual focus. Forcing a rider to process cluttered screen data while navigating high-speed traffic can contribute to cognitive overload and physical danger. This thesis explores how micro-mobility safety might be improved by shifting away from auditory-dependent alerts toward intuitive, multi-sensory communication. To address this safety gap, this project introduces the Assistive Active Safety (AAS) framework. …

Non-Isolated Dandy-Walker Malformation: Exome Sequencing Efficacy And Phenotypic Expansions, Sarah Araji, Xiaonan Zhao, Jill A Rosenfeld, Seema R Lalani, Daryl A Scott

Faculty, Staff and Students Publications

Dandy-Walker malformation (DWM) is a rare congenital abnormality of the posterior fossa and the cerebellum and has an incidence of 1 in 10 000 to 30 000 births. Although DWM can present in isolation, it is often associated with other central nervous system (CNS) abnormalities or extra-CNS anomalies (DWM+). A molecular cause is not identified in the majority of individuals with DWM+. This is due, in part, to uncertainty regarding optimal testing strategies and an incomplete understanding of the genetic causes of DWM+. In this study, we analyzed clinical exome sequencing (cES) data from 91 individuals with DWM+ to determine …

(Wp 2026-03) Fomc Forecasts, Constant-Gain Learning, And Optimism/Pessimism, Stephen J. Cole

Economics Working Papers

This paper uses an adaptive learning framework to study FOMC forecasts from the Summary of Economic Projections (SEP) dataset. FOMC expectations are modeled as the sum of two components: (1) an endogenous learning part and (2) a sentiment part capturing waves of optimism and/or pessimism. The results include key policy takeaways. FOMC forecasts are responsive to incoming macroeconomic information, consistent with adaptive learning, while sentiment is persistent, correlated across GDP growth and inflation forecasts, and becomes quantitatively more important during and around recessions. FOMC participants also rely more on their endogenous/learning model to form expectations, but sentiment plays a larger …

A Memory And Retrieval Transformer-Based Unsupervised Learning Model For Anomaly Detection And Segmentation, Jaiwei Guo, Ge Song, Yi Wang

Faculty Publications

Unsupervised learning models have recently advanced anomaly detection, especially for complex vision-based datasets, but most still yield coarse anomaly masks with vague shapes and locations. To address these limitations, this paper presents Unsupervised Segmentation and Anomaly Gradient Interpretation (USAGI), a novel transformer-based unsupervised learning approach designed for accurate anomaly detection and segmentation. We propose two novel components, the Memory Transformer and Retrieval Transformer: the former builds a memory bank from normal features during training, while the latter retrieves and compares features during testing to enable fine-grained anomaly reconstruction and segmentation. USAGI achieves salient …

The Montana Travel Industry - 2025 Summary, Melissa Weddell

Institute for Tourism and Recreation Research Publications

In 2025, Montana welcomed 13.2 million visitors — a 4% decline from 2024 — who collectively spent $5.6 billion across the state. Tourism supported 52,610 jobs (1 in 11 statewide), generated $360 million in state and local taxes, and saved the average Montana household over $740 in taxes. Glacier Country led regional spending at $1.79 billion, followed by Yellowstone Country at $1.34 billion. The typical visitor was 57.8 years old, traveled in a group of 2.2, stayed 5.2 nights, and arrived primarily by car (74%). Top origin states were Washington, Idaho, and North Dakota. Visitors were drawn most by mountains …

2025 Estimates - Nonresident Visitation, Expenditures, And Economic Contribution, Kara Grau

Institute for Tourism and Recreation Research Publications

Montana welcomed an estimated 13.24 million nonresident visitors in 2025, generating $5.64 billion in traveler expenditures and contributing an estimated $7.11 billion in total economic output to the state's economy. Nonresident spending supported approximately 52,620 jobs and generated $360.4 million in state and local tax revenues. Fuel (21%) and restaurant/bar spending (20%) accounted for the largest shares of visitor expenditures, followed by lodging, outfitter/guide services, and groceries. Summer travel remained the dominant season, with the third quarter accounting for 45% of annual visitation and 54% of total expenditures. Vacation travelers represented the largest visitor segment (41%) and had the highest …

Entre La Magia Y La Carga: Género, Trauma Y Otredad En Encanto, Sergio García Cabezas, Ángel Serrano Valverde

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo analiza la película Encanto (Disney, 2021) desde una perspectiva de género, memoria y representación, con el objetivo de desentrañar cómo los personajes femeninos encarnan presiones sociales y culturales que trascienden la narrativa fantástica. A partir de un enfoque cualitativo basado en el análisis narrativo y semiótico, se examinan cuatro figuras centrales: Luisa, como metáfora de la sobrecarga física y emocional; Isabela, como encarnación de la prisión de la perfección estética; Mirabel, como representación de la invisibilización y la otredad; y Abuela Alma, como símbolo de la transmisión transgeneracional del trauma. Junto a ellas, los principales símbolos de la …

La Evolución Del Estilo De Naoko Takeuchi En Las Ilustraciones De Personajes Femeninos De Sailor Moon, Manuela Elizabeth Rodríguez González

GDI. Revista de investigación de Género, Diseño e Innovación

Este estudio analiza la evolución técnica y estilística de Naoko Takeuchi en sus representaciones femeninas presentes en las ilustraciones de Sailor Moon, mediante su transición y combinación con técnicas digitales, dentro del contexto de la industria del manga, anime y merchandising en diferentes desde su creación en los años noventa hasta su actualización más reciente en 2023. A partir de un análisis comparativo de artbooks, ilustraciones de alta resolución y notas de la autora, complementado con fuentes secundarias como artículos, libros y blogs especializados, se organizaron los materiales en tres períodos cronológicos para estudiar su evolución artística. Los …

Diferencia Ontológica Y Obsolescencia Humana En La Era De La Inteligencia Artificial: Una Reflexión Ética Y Política, Davide Rizzardi

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo propone una reflexión sobre la relación entre el ser humano y la inteligencia artificial desde una perspectiva ontológica y ética. La IA se presenta como un desafío existencial que reactualiza una tensión propia de la modernidad: la transformación de la promesa de libertad en nuevas formas de despotismo. En este contexto, el texto analiza los procesos contemporáneos de reificación y obsolescencia de lo humano, destacando la crisis de sentido y la precariedad simbólica que atraviesan al sujeto contemporáneo. Reafirmando el lenguaje y la producción de sentido como premisas ontológicas fundamentales de la existencia humana, el artículo subraya la …

Percepciones, Uso Y Confianza En Ia Generativa Según Género En Estudiantes Universitarios, Elena Rodríguez-Rodríguez, María Moreno Guzmán, Irene Ojeda Fernández, Juan Pablo Hervás-Pérez, Inmaculada Mateos-Aparicio, Alejandra García-Alonso, María Luisa Pérez-Rodríguez, Rocío De La Peña Armada, José Raggio, Beatriz Gómez-Gómez, Araceli Gónzalez-Cortés, Emma Gracia-Lor, Gustavo Moreno-Martín, Ángel Juilio Reviejo-García, Esther Sánchez-Tirado, Jon Sanz Landaluce, Arturo Casado, Marta Sánchez-Paniagua

GDI. Revista de investigación de Género, Diseño e Innovación

Introducción: La presencia creciente de la inteligencia artificial (IA) en la universidad está transformando el proceso de enseñanza-aprendizaje y la relación del alumnado con la tecnología. Un equipo docente de la Universidad Complutense de Madrid (UCM), la Universidad Rey Juan Carlos (URJC) y la Universidad Camilo José Cela (UCJC) diseñó diversas estrategias para integrar la IA generativa (IAg) como recurso complementario en asignaturas de estudios universitarios oficiales de Grado y Posgrado. Esta iniciativa surge de la necesidad de evaluar la implementación de la IA para mejorar el proceso de enseñanza-aprendizaje y fomentar un uso crítico entre el alumnado de estas …

Del Miedo A La Ternura: Deconstrucción De Imaginarios Constitutivos De La Iag Para Imaginarla Como Una Tecnología Futura, Elizabeth Rodríguez Rendon

GDI. Revista de investigación de Género, Diseño e Innovación

El artículo propone una reflexión crítica a modo de ensayo sobre los imaginarios sociotécnicos que han configurado históricamente el desarrollo de la tecnología y, particularmente, de la Inteligencia Artificial Generativa (IAG). Se sostiene que la ciencia moderna occidental se estructuró a partir del miedo como afecto dominante, heredado de las tradiciones prometeica y fáustica, las cuales promovieron una relación con la técnica basada en el control, la dominación de la naturaleza y el rechazo de la finitud humana. Desde esta lógica, la tecnología ha sido imaginada como instrumento de poder, defensa y superioridad, reforzando narrativas de fascinación y temor frente …

El Diseño Sin Género Como Tendencia Futura: La Cerámica Como Un Ejemplo Sin Sesgo, Paulina Luna Pérez, Hans Mayr Juárez

GDI. Revista de investigación de Género, Diseño e Innovación

Este artículo analiza el diseño sin género a través del análisis histórico de tradiciones cerámicas influyentes y utensilios específicos del uso cotidiano. El objetivo es examinar si las asociaciones entre los utensilios cerámicos y el género constituyen cualidades inherentes a su diseño o si corresponden a una construcción cultural producida en el proceso de interpretación social. Metodológicamente se realizó un análisis histórico-comparativo de piezas representativas y tradiciones cerámicas específicas de la cultura china y japonesa, particularmente utensilios de uso común y surgidos durante los inicios de la tradición cerámica en ambas culturas. Este estudio consideró cuestiones funcionales, formales, simbólicas y …

Violencia Cosificadora Contra Las Mujeres En La Era De La Ia Generativa: Sesgos, Poder Y Deshumanización Digital, Norma Mildret Pérez Alvarado

GDI. Revista de investigación de Género, Diseño e Innovación

La expansión de la Inteligencia Artificial generativa ha facilitado la producción y difusión masiva de imágenes no consentidas de mujeres y niñas, incluidas representaciones sexualizadas y formas de cosificación digital que pueden generarse y viralizarse con mínimos costos y barreras técnicas. Estas prácticas amplifican la escala y velocidad de la violencia basada en imágenes, al hacerla más accesible, replicable y difícil de contener.

El presente artículo sostiene que esta problemática no se agota en los deepfakes sexuales o en la denominada “desnudificación” digital de fotografías de mujeres. También comprende la generación de imágenes cosificadoras de mujeres que, aun sin contenido …

Ai Suppression: E-Discovery Software And Brady, Jason Hartline, Liren Shan, Alec Sun, Rebecca Wexler

Faculty Scholarship

Prosecutors regularly rely on AI e-discovery software, known as technology assisted review (TAR) tools, to sort and prioritize digital evidence. These tools implicate constitutional concerns: they can either risk suppressing or help to surface exculpatory and impeachment evidence that prosecutors must disclose under the Brady due process rule. Yet doctrine, agency guidance, and scholarship offer virtually no direction on their use.

This Article examines how TAR affects Brady compliance. Using computer science simulations on synthetic data sets, we show that TAR can either hide or help to expose Brady evidence, depending on how it is configured and the configurations of …

Some Realism About Constitutional Remedies, Thomas P. Schmidt, Gillian E. Metzger

Faculty Scholarship

The Supreme Court has wavered between two approaches to questions of executive power, which are often labeled institutional formalism and realism. Formalism treats an institution like the presidency as a “black box” to which the Constitution assigns certain powers. In Trump v. Hawaii,  for example, the Supreme Court upheld President Trump’s infamous travel ban by focusing not on the “particular President” and his past call for a “complete shutdown of Muslims entering the United States,” but rather on “the authority of the Presidency itself.” That is the language of institutional formalism.

Realism, on the other hand, peers into the “black …

Seqra Developments: Amendments To Ease Housing Construction, Revised Regulations, New Cases, Michael B. Gerrard

Faculty Scholarship

In the hopes of easing the housing shortage, on May 26 the New York Legislature passed and Governor Kathy Hochul signed a bill that will exempt many multifamily housing projects from the State Environmental Quality Review Act (SEQRA).

A month before, the New York State Department of Environmental Conservation (DEC) issued regulations on protecting disadvantaged communities, and took steps to require more discussion of climate impacts under SEQRA.

The Impact Of Ai Companions On Family Law, Clare Huntington

Faculty Scholarship

People of all ages and backgrounds regularly use AI companions — virtual friends, lovers, and confidantes powered by artificial intelligence. As a new form of relationship, this development poses novel doctrinal and policy questions for family law. As a doctrinal matter, what does child neglect look like when a parent delegates caretaking to an AI companion? How should standards for elder neglect adapt to the widespread use of robotic caregivers? Should lawmakers impose mandatory reporting requirements on therapy bots if children share experiences of abuse or neglect? And can people designate an AI companion as a health care proxy? As …

Public Perceptions Of Family Caregiving Of Children Versus Older Adults, Elizabeth S. Scott, Tamar Kricheli-Katz

Faculty Scholarship

The population of older adults in the United States is growing at a rapid rate, both because people are living longer lives and because older adults are an increasingly large share of the population as baby boomers age. It is predicted that by 2030, one in ¿ve adults in the United States will be of retirement age, and one in six people worldwide will be age 60 or older. By 2034 there will be more adults age 65 and older in this country than minor children under age 18.

Among the important consequences of this demographic trend will be a …

Five Urban Futures For A Hot Planet: U.S. Legal Scenarios, Michael B. Gerrard

Faculty Scholarship

If current climate change trends continue, flooding, extreme heat, wildfires, and water scarcity will make the homes of millions of people in the United States increasingly uninhabitable. This change could happen by the end of the century, perhaps sooner. Most people will want to stay in their current homes, but there is no coherent policy to fortify the most vulnerable places. Nor is the current legal system equipped to handle what may become one of the largest migrations in U.S. history, as people flee intolerable climate conditions. This Article envisions five scenarios for cities in the future: sprout, grow, stay, …

The Phoenix Flora: Plant Survival, Succession, And Putative Adaptation In The Post-Atomic Landscapes Of Hiroshima And Nagasaki, Gian Marco Ludo, Paola Amelia Tassi, Alba Iannotti, Colomba Russo, Fausto D'Agostino, Matilde Neble Segade, Timothy Mousseau, Andrea Malizia

Faculty Publications

The atomic bombings of Hiroshima and Nagasaki in 1945 created a unique environment of acute, high-dose ionizing radiation, contrasting sharply with the chronic low-dose rate exposure in the Chernobyl and Fukushima Exclusion Zones. This stands in stark contrast to the chronic, low-dose rate contamination that defines the Chernobyl and Fukushima Exclusion Zones. While the long-term ecological effects of the latter are well-documented, a systematic synthesis of the floral response to the atomic bombings is lacking. This review integrates historical data with modern radio-ecological principles to analyze plant survival and succession. We document the remarkable recovery of vegetation, from the resprouting …