Digital Commons Network^™

Exploring The Trade-Offs: Unified Large Language Models Vs Local Fine-Tuned Models For Highly-Specific Radiology Nli Task, Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Zhengliang Liu, Lin Zhao, Yiwei Li, Haixing Dai, Chong Ma, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, Tianming Liu

Computer Science Faculty Research & Creative Works

Recently, ChatGPT and GPT-4 have emerged and gained immense global attention due to their unparalleled performance in language processing. Despite demonstrating impressive capability in various open-domain tasks, their adequacy in highly specific fields like radiology remains untested. Radiology presents unique linguistic phenomena distinct from open-domain data due to its specificity and complexity. Assessing the performance of large language models (LLMs) in such specific domains is crucial not only for a thorough evaluation of their overall performance but also for providing valuable insights into future model design directions: whether model design should be generic or domain specific. To this end, in …

Wright State University Magazine, 2025, Wright State Alumni Association And Wright State Foundation

Wright State University Magazine

Fifty-two page issue of the Wright State University Magazine. This magazine is published once a year and focuses on news related to Wright State alumni, faculty, staff, and friends of the university.

Gender Equality Plans In Research Organisations And Higher Education Institutions As A Catalyst For Transformative And Sustainable Change, Yvonne Galligan

Articles

Gender Equality Plans (GEPs) play a pivotal role in shaping the European Union’s commitment to fostering sustainable structural change in Research organisations regarding gender equality. This article considers the dynamic evolution of the EU policy on GEPs, assesses the state of play with regards to GEPs following the requirements at EU level, and poses the question: What further can be done to deliver the transformative potential of GEPs, embed their sustainability and advance towards inclusiveness at greater speed? Drawing on the insights of feminist institutionalism, which highlights the relevance of informal practices as well as formal rules in shaping an …

Annual Report Of The Officers Of The Town Of Jackson, New Hampshire For The Fiscal Year Ending December 31, 2024, Jackson Town Representatives

Jackson, NH Annual Reports

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

2025 Intersession Catalog, Illinois Math And Science Academy

Intersession Catalogs

No abstract provided.

On The Sharpness Of A Korn’S Inequality For Piecewise H1 Space And Its Applications, Qingguo Hong, Young Ju Lee, Jinchao Xu

Mathematics and Statistics Faculty Research & Creative Works

In this paper, we investigate the sharpness of a Korn's inequality for piecewise H1 space and its applications. We first revisit a Korn's inequality for the piecewise H1 space based on general polygonal or polyhedral decompositions of the domain. We express the Korn's inequality with minimal jump terms. Then we prove that such minimal jump conditions are sharp for achieving the Korn's inequality. The sharpness of the Korn's inequality and explicitly given minimal conditions can be used to test whether any given finite element spaces satisfy Korn's inequality, immediately as well as to build or modify nonconforming finite elements for …

Welcome To Tower Day 2025!, Kerri S. Taylor

CSU Tower Day

No abstract provided.

Long-Time Asymptotics For The Kadomtsev–Petviashvili I Equation With Small Initial Data, Samir Donmazov

Theses and Dissertations--Mathematics

We study the initial value problem for the Kadomtsev--Petviashvili I (KP I) equation (u_t + 6uu_x + u_xxx)_x = 3u_yy with small initial data belonging to a subspace of the energy space for the KP I equation. We establish the long-time asymptotics for solutions of the KP I equation using the inverse scattering transform formalism developed by Zhou. Within this framework, the inverse problem for the KP I equation is formulated as a nonlocal Riemann--Hilbert problem (RHP) in two spatial dimensions. As part of the asymptotic analysis, we determine the long-time behavior of the …

Reproductive Costs In Female, Island-Dwelling Eastern Diamondback Rattlesnakes (Crotalus Adamanteus), Emily R. Gray

Theses, Dissertations and Capstones

Eastern Diamondback Rattlesnakes (Crotalus adamanteus; EDBs) are a declining species endemic to the Southeastern Coastal Plain. Reproduction is costly for females, which are ovoviviparous, slow to mature, reproduce infrequently, and are often emaciated after parturition. Yet, we have a limited understanding of the trade-offs associated with their reproductive biology. Thus, I had three objectives: 1) assess reproduction-associated water stress and determine how female EDBs respond to altered water budgets in situ (Chapter 1), 2) evaluate the interactive effects of body condition and rainfall on female hydration, with a special focus on musculature as a condition index (Chapter 1), …

Phenomenological Study Of Lived Experiences: The Educational Journey Of An Effective Community And Technical College Board Member, Lori Ann Midkiff

Theses, Dissertations and Capstones

This dissertation is a phenomenological study exploring the educational lived experiences of institutional community and technical college Board of Governors members in relation to their preparation and training to serve. Board of Governors members carry a great deal of responsibilities serving in this role. The researcher will investigate the educational backgrounds of institutional board members who serve in this capacity. This dissertation will cover the history and background of board members, the West Virginia Community and Technical College System, the legislation that requires members to receive education and training while serving on the board, and whether the board members themselves …

2025-2026 Operating Budget, Morehead State University. Budget & Financial Planning Office.

Morehead State University Operating Budgets Archive

2025-2026 Operating Budget of Morehead State University.

A Monte Carlo Study Of The Efficacy Of The Mantel-Haenszel Method At Detecting Item Bias, Macy Daulton

Masters Theses & Specialist Projects

The Mantel-Haenszel (MH) method is a statistical method used for differential item functioning analysis. Previous differential item functioning (DIF) research of the MH method focused on Type I error rates and statistical power. Not yet studied in the literature is whether excessive numbers of biased items may cause the MH method to fail to identify biased items. The proposed study employed a Monte Carlo design to determine the extent of bias in the match items necessary for the MH method to fail to identify a biased item. Results showed that the threshold was greater than was hypothesized, requiring nearly all …

Dashar: An Implementation Of Augmented Reality Technology For Automotive Applications, Trevor D. Brown

Masters Theses & Specialist Projects

Since the advent of the modern automobile, manufacturers have provided means of tracking various critical data points associated with automobile operation, with the most prominent and standardized method being the instrument cluster. These data points include, but are not limited to, automobile speed, engine speed, fuel level, oil temperature, radiator (water) temperature, and battery charge. While this data is updated in real-time as the automobile is running, traditional instrument clusters cannot be modified or adjusted to the automobile driver’s needs, unless extensive after-market modifications are made. These modifications can be expensive, and require great understanding of the automobile’s assembly.

Alongside …

Uncovering Potential: How Kentucky Districts Identify And Support Hispanic Students In Gifted And Talented Programs, Melanie Gilzene

Masters Theses & Specialist Projects

This qualitative study investigates the strategies and processes utilized by six school districts in Kentucky to identify Hispanic English Language Learner (ELL) students for gifted and talented services. Using interviews with gifted and talented coordinators, the research explores how certain Kentucky districts address challenges in traditional identification methods, such as language and cultural biases, through specific tools and practices. Key themes include the limitations of standardized assessments, the significance of professional learning and cultural competency training for educators, and the implementation of inclusive and equitable referral processes. The findings underscore the importance of culturally responsive assessments, local norms, and alternative …

Integration Of Agile Approach Into The Implementation Of The Iso/Sae 21434 On Top Of The V-Model To Enable Continuous Secure-By-Design Automotive Cybersecurity Development, Pooja Patil

Master's Theses and Doctoral Dissertations

The rapid evolution of technology is revolutionizing the automotive industry, with connected and autonomous vehicles at the forefront. These vehicles rely on complex digital ecosystems to enhance safety and efficiency but are increasingly vulnerable to cybersecurity threats. Addressing these challenges requires following robust development methodologies, while complying with cybersecurity standards. This study introduces a framework that merges the widely used agile methodology practices with the ISO/SAE 21434 standard to support secure-by-design automotive product development. Traditional development approaches like the V-model provide structured and linear project phases, but they often lack the flexibility and the ability to adapt to evolving security …

Evaluating Distractions Of Undergraduate Students During Guided And Unguided Study Sessions, Roni Peleg

Masters Theses

In this study, we explore an intervention strategy aimed at decreasing distractions while studying. The participant was a third-year undergraduate psychology student with a concentration in neuroscience who did not have a personal structured study system. The researcher measured the percent of intervals in which a distraction occurred using interval recording during baseline and intervention phases. During the intervention phase, the participant was introduced to the productivity method referred to as the Pomodoro Ⓡ Technique. Using a reversal design, data were analyzed based on levels of distraction during baseline and intervention phases. The goal of this study was to evaluate …

An Algorithm And Computation To Verify Legendre's Conjecture Up 7 · 1013, Jonathan Sorenson, Jonathan Webster

Computer Science and Software Engineering

We state a general purpose algorithm for quickly finding primes in evenly divided sub-intervals. Legendre’s conjecture claims that for every positive integer n, there exists a prime between n² and (n + 1)². Oppermann’s conjecture subsumes Legendre’s conjecture by claiming there are primes between n2 and n(n + 1) and also between n(n + 1) and (n + 1)². Using Cramér’s conjecture as the basis for a heuristic run-time analysis, we show that our algorithm can verify Oppermann’s conjecture, and hence also Legendre’s conjecture, for all n ≤ N in time O(N log N log …

2025 Spring - Veterans Upward Bound Newsletter, Veterans Upward Bound, East Tennessee State University

Veterans Upward Bound Newsletters

No abstract provided.

Evaluating Nebulizer Efficiency For Phage Therapy In Drug-Resistant Pseudomonas Infections, Daniel Thompson

Yale Medicine Thesis Digital Library

Background

The global rise of multidrug-resistant (MDR) Pseudomonas aeruginosa necessitates novel therapeutic approaches, particularly for patients with cystic fibrosis (CF). Bacteriophage therapy, delivered via inhalation, offers a targeted and potentially transformative treatment for pulmonary infections caused by MDR pathogens. This study aimed to evaluate the effects of nebulizer type and bacteriophage morphology on viable phage recovery and aerosol particle size distribution, hypothesizing that nebulizer-phage compatibility significantly influences the delivery of viable phages to the lower respiratory tract.

Methods

We conducted an in vitro study utilizing two clinically relevant nebulizer systems: the Pari LC Plus jet nebulizer and the Altera eFlow …

Voting With Their (Left And Right) Feet: Do Partisans Value Neighborhood Environmental Amenities Differently?, Corey Lang, Jarron Vanceylon

Environmental and Natural Resource Economics Working Papers

There exists a consistent partisan gap in preferences for public spending on the environment, with approval being 20 to 40 percentage points higher for Democrats than Republicans. In this paper, we investigate whether there is a similar partisan gap present in residential preferences for environmental amenities. We link housing data, land use, and household characteristics, including voter registration, for three distinct housing markets, and we develop a residential sorting model to estimate marginal willingness-to-pay (MWTP) for residential proximity to conserved land, allowing for preference heterogeneity by partisanship as well as other household characteristics. For all households combined, we estimate average …

Addressing Physical Space Needs Of Neurodivergent Students, Mary Francis

Research & Publications

No abstract provided.

Millennium School: An Experiment In Transpersonal Education For Early Adolescents, Jenny Wade

International Journal of Transpersonal Studies

This article describes the design, curriculum, culture, and values of an experiment in transpersonal education for young adolescents, the Millennium middle school in San Francisco, CA. The overarching design of the school was to help children exiting the latency period of child development, who exhibit the rudiments of Wade’s Authentic consciousness or Maslow’s Self-actualization motive stage, consolidate that level rather than losing it, as the vast majority do, because of social pressures that make earlier stages of development more adaptable in most contemporary societies. Early adolescence is a time when peer pressure, individuation from the family, and puberty are strong …

Analysis Of Phytochemicals In Watercress Leaves Using Chromatographic, Spectroscopic And In-Vitro Approaches, Bidisha Roy Sengupta

Faculty Publications

No abstract provided.

Biofilm-Based Biomonitoring Of Treated Wastewater Using Bacillus Thuringiensis: Toward Sustainable Water Reuse, Bidisha Roy Sengupta, Kefa K. Onchoke, Olabisi O. Ogunlewe, Robert Friedfeld

Faculty Publications

No abstract provided.

The Effect Of Covid-19 Lockdowns And Social Isolation On Adolescence, Madeleine J. Bakken

All Electronic Theses and Dissertations

Adolescents around the world were impacted by social isolation resulting from the COVID-19 pandemic. Students experienced sudden school closures and isolation from classmates resulting in increased screen time, the erosion of social skills, lower academic motivation, and a period of unstructured and unfamiliar learning (Hong et al., 2022; Kannan & Veazie, 2023; Leventhal & Morishta, 2024; Menzies et al., 2024; Warford, 2019). Current research is working to measure the impact and severity of these factors. Early findings suggest that students are academically and emotionally behind where their predecessors were pre-COVID (Menzies et al. 2023; NWEA Connection, 2024). Educators and mental …

Collision Avoidance And Vegetation As Drivers Of Collective Motion In Australian Plague Locusts, Nathan S. Hasegawa

HMC Senior Theses

The Australian plague locust (Chortoicetes terminifera) is an agricultural and ecological pest that causes tens of millions of dollars in crop damage each year. In this thesis, we develop mathematical models of hopper bands, dense formations of juvenile locusts that move across a vegetated field and destroy plants in their path. We develop agent-based and PDE models of hopper bands moving through vegetation to examine how recently discovered behavior where locusts slow down to avoid collisions with other locusts may influence the shape, speed, and destructiveness of hopper bands. We find that collision avoidance may cause locusts to …

On The Hölder Continuity Of The Brascamp-Lieb Constant, Ori Friesen

Mathematics, Statistics, and Computer Science Honors Projects

The Brascamp-Lieb inequality is a generalization of many well-known multilinear functional inequalities. The Brascamp-Lieb constant is the best constant that works for the Brascamp-Lieb inequality for a given tuple of input linear maps and powers. If we keep the powers constant while varying the input linear maps, the Brascamp-Lieb constant becomes a function of the linear maps. In this thesis, we explore the Hölder continuity of the Brascamp-Lieb constant. Specifically,we prove that the general 4-linear case of the Brascamp-Lieb inequality is locally Lipschitz continuous. Additionally, we provide an improvement of a previous result on the local Hölder continuity of the …

Artificial Intelligence In Health Care: Business Opportunities And Ethical Challenges, Ankita Srivastava,, Marco Marabelli, Jeffrey Moriarty

Ethics Publication

Artificial intelligence (AI), and in particular generative AI (GAI), are making incredible progress toward automation. The pervasive and invasive nature of these technologies are affecting every industry, and health care is no exception. This paper summarizes insights derived from a panel that the Hoffman Center for Business Ethics and the Center for Health and Business at Bentley University hosted in March 2024. The panel invited three qualified health care professionals: Evan Carey, Susan Persky and John Torous. The panelists are all active in multiple aspects of AI in health care but represent a focus on the key areas of policy …

Investigating Drivers In Phytoplankton Between Lentic And Lotic Ecosystems Within Twelvepole Creek Watershed, Devin Lee Farmer

Theses, Dissertations and Capstones

Harmful Algal Blooms (HABs) threaten aquatic ecosystems, local economies, and water quality. While extensively studied in lakes (lentic systems), their impact on flowing waters (lotic systems) remains underexplored. This study examined algal drivers in both ecosystems within the same watershed, focusing on Beech Fork Lake (lentic) and Twelve Pole Creek (lotic). Key environmental factors, including pH, turbidity, dissolved oxygen, and nutrient levels, were measured using in situ sensors and laboratory analysis. Water samples were analyzed for nitrogen, phosphorus, and algal biomass for comparison to environmental conditions. Phytoplankton was preserved for identification in future research. By comparing these environments, this study …

Design And Implementation Of In-Prison Restorative Justice Programs: Insights On Leadership Challenges, Jonathan Paul Branch

Theses, Dissertations and Capstones

The purpose of this case study is to provide direct insight into effective strategies for designing and implementing an in-prison restorative justice program. Mass incarceration remains a deeply entrenched characteristic of the U.S. criminal justice system, and prisons pose unique challenges to restorative practices, which literature on the subject often describe in general terms. By focusing on one organization successfully implementing in-prison restorative justice, the study aims at specifically illustrating how the prison system impedes attempts at providing restorative services and what practitioners might do to circumvent or otherwise mitigate those challenges. The study is guided by the following primary …