Digital Commons Network^™

Assessment Of The Life Cycle Of Photovoltaic Solar Technologies For Sustainable Energy Transitions: Implications For Climate Policy And Low-Carbon System Integration, Wakiang Emile Latchiba, Sebastian Waita, Robert Krueger, Julius M. Mwabora

All Rsif Scholars' Publications

The rapid expansion of photovoltaic (PV) deployment demands integrated environmental and economic evaluation of emerging technologies. This study compares crystalline silicon (c-Si), perovskite, and hybrid perovskite-silicon tandem PV systems using a cradle-to-grave Life Cycle Assessment (LCA) combined with Techno-economic Analysis (TEA) to measure environmental impacts, resource efficiency, and cost performance. Environmental indicators include life cycle greenhouse gas emissions, total energy demand, water use, and overall impact, while economic performance is assessed through levelized cost of electricity (LCOE). Sensitivity analysis explores the effects of energy payback time (EPBT), material efficiency, and perovskite stability. Results show manufacturing as the main hotspot, contributing …

Optimizing Machine Learning Algorithms Through Hyper-Parameter Tuning For Accurate Rice Yield Forecasting In North-East, Nigeria. International Journal Of Agricultural And Statistical Sciences, Ezra Daniel Dzarma, Guy Degla, Theophile Komlan Dagba, Nyor Ngutor

All Rsif Scholars' Publications

Accurate prediction of rice yield is crucial for strengthening food security and improving agricultural decisionmaking in North-East Nigeria, where production systems are constrained by fluctuating input use and environmental variability. This study applies four machine learning algorithms: Random Forest (RF), Extreme Gradient Boosting (XGB), Support Vector Regression (SVR), and K-Nearest Neighbours (KNN)to model rice yield using five primary farm inputs: Labour (B), Fertilizer (F), Herbicides (H), Seeds (S), and land (L)area. All models were optimized through hyper-parameter tuning to ensure reliable performance. The results show that SVM and XGB produced the strongest predictive accuracy, with RF achieving an RMSE of …

Bioeconomic Optimization Of Zinc And Iron Agronomic Biofortification In Cowpea (Vigna Unguiculata [L.] Walp.) In Mozambique Under Tropical Field Conditions, Tancredo José Carlos Carlos, Leonel Domingos Moiana, Omar Jorge Sabbag, Boniface Hussein J. Massawe

All Rsif Scholars' Publications

Agronomic biofortification with zinc (Zn) and iron (Fe) has emerged as a promising approach to enhance crop productivity while improving food and nutritional security. However, fertilizer recommendations based exclusively on maximum biological yield may not maximize farmers’ economic returns. This study integrated agronomic and economic analyses to identify the biologically and economically optimal Zn and Fe fertilization strategies for cowpea (Vigna unguiculata [L.] Walp.) under tropical field conditions in Mozambique. A randomized complete block design with a 3 × 4 × 4 factorial arrangement was used to evaluate three fertilization methods (soil, foliar, and combined soil + foliar) and …

Students’ Views On Professionalism As A Window Into Their Professional Identity Formation, Jennifer H. Kwon, Charles F. Shuler, Judith Walker, Hsingchi Von Bergmann

Health Professions Education

Purpose: Professional identity formation (PIF) provides a process-based framework for understanding professionalism, focusing on how individuals integrate professional values and roles into their broader sense of self. Limited research has examined how dental students perceive professionalism and how these perceptions shape their developing professional identities. Understanding these perspectives may provide insight into their PIF journey and help inform the design of educational strategies to address their need.

Method: An online survey, consisting of both open-ended and close-ended questions, was emailed to undergraduate students in the Faculty of Dentistry at one Canadian university. Descriptive statistics were conducted using JASP (Version 0.16.1; …

Cohen's D In Medical Education Assessment: A Double-Edged Sword For Quality Assurance, Majid Ali

Health Professions Education

No abstract provided.

Integrating Ai-Enhanced Ultrasound Imaging Into A First-Semester Dpt Course: A Mixed-Methods Study Of Learner Perceptions And Palpation Self-Efficacy, Michael Morgan, Jeb Helms, John Imundi

Health Professions Education

Purpose: Accurate palpation skills and three-dimensional anatomical understanding are foundational outcomes of entry-level physical therapist education; however, novice learners often struggle to translate static anatomical knowledge into applied palpation experiences. Ultrasound imaging (USI) offers real-time visualization of living anatomy, and artificial intelligence (AI)-enhanced features may further support novice learners by scaffolding anatomical orientation. The purpose of this study was to examine first-semester Doctor of Physical Therapy (DPT) learners’ perceptions of AI-enhanced USI integration related to anatomical understanding, palpation self-efficacy, engagement, and perceived relevance to future practice.

Method: A single-group convergent mixed-methods study was conducted with 60 first-semester DPT learners in …

"Cap No Belong To Busha:" Property-In-Labor And Apprenticeship In Jamaica, 1834-1838, Ashley S. Getting

Dissertations and Theses

The four-year period of apprenticeship in Jamaica was a critical period in the transition of labor relations between enslaver/enslaved and master/apprentice. This study examines the Abolition of Slavery Act of 1833 and colonial office records to consider the ways masters and apprentices interpreted property-in-labor and how they employed those interpretations to begin negotiation what a 'free labor' sugar economy might look like post-apprenticeship. Using the lens of freedom practices to examine colonial dispatches and court records, I construct the apprentice understanding of their new labor relation. Apprenticeship meant a new legal status where individuals were no longer chattel, and the …

Painted By Hand, Written In The Sky: Martin Wong’S Fingerspelling As Invented Visual Language, 1982-1985, Bella Clemente

Dissertations and Theses

This thesis examines Martin Wong's (1946-1999) hand-painted fingerspelling as an invented personal visual language and vehicle of self-portraiture, analyzing three paintings created during his time in New York between 1982 and 1985: Attorney Street: Handball Court with Autobiographical Poem by Piñero (1982-1984), Compulsion (1984-1985), and Stanton Near Forsyth Street (1983). Through iconographic analysis of lingual elements in each work, including fingerspelling, graffiti, calligraphy, and poetry, this thesis argues that Wong's stylized adaptation of the American Sign Language manual alphabet reflects an evolving sense of self-identity, drawing on influences from Chinese artistic traditions, calligraphy, Kufic script, and the Nuyorican poetry and …

Research-Based Learning For Pre-Service Teachers’ Meta-Reflexivity: Insights From English Language Teacher Education In Türkiye, İrem Çomoğlu, Eda Ceylan, Eda Akgün-Özpolat, Kenan Dikilitaş

Australian Journal of Teacher Education

Drawing on Cramer et al.’s (2023) framework for meta-reflexive teacher education, we conducted a case study to examine how research-based learning (RbL) helps pre-service teachers (PSTs) develop meta-reflexivity. The data was collected in an undergraduate course in Türkiye where 81 PSTs engaged in RbL through developing, explaining, and exploring their pedagogical puzzles (PPs). Analysis of data from written reflections and class recordings generated themes indicating that PSTs began to adopt a meta-reflexive stance through a set of research and reflection practices involved in their puzzle exploration processes. The study suggests that RbL may be a promising approach for fostering PSTs’ …

The Impact Of Rti On Ninth Grade Reading Success, James Dailey

Murray State Theses and Dissertations

Graduation rates are an important component of a school’s progress report card, published by the state’s department of education.  Ensuring that students have the resources and supports that they need in order to be successful is paramount to a school’s ability to provide quality educational services for their students.  Research published by the Center for High School Success (2020) indicates that students entering their freshman year of high school are twice as likely to drop out of school for being academically behind compared to their peers. For students to receive the support that they need to help them close their …

How We Failed Our Children By Failing Them: A Legal Analysis Of Scrapping Of No-Detention Policy In India, Debargha Roy, Sarthak Sahoo

National Law School of India Review

The ratification of the Convention of the Rights of the Child by India in 1992 obligated her towards developing legislation and interpreting laws in harmony with the convention in a child-centred manner to protect the best interests of the child. With the reading of right to education as a part of Right to Life under Article 21 of the Indian Constitution by the Supreme Court, followed by the insertion of Article 21A by the Parliament that guaranteed the right to free and compulsory education to children from the age of six to fourteen, there was a need to introduce a …

Deconstructing Parenthood: A Critical Queer Analysis Of Gender, Law, And Bionormativity In India, Jwalika Balaji

National Law School of India Review

Parenthood (the legal connection to one’s child) is often assumed to be a biologically determined and natural status, but in reality, it is a legal and social construct shaped by historical, cultural, and political contexts. This paper critically examines the legal framework of parenthood in India, highlighting how it privileges a bionormative, dyadic, heterosexual parental unit, while marginalising LGBTQ+ individuals, unmarried couples, and alternative family structures. Through a critical queer method, the paper deconstructs the bio-essentialist juxtaposition of gender, conjugality, and reproduction that underpins Indian family law. It explores how the legal framework selectively acknowledges the constructed nature of parenthood …

Glorifying Khaki: Policing, Power, And Copaganda In Hindi Cinema, Stuti Shah, Jyotika Tomar

National Law School of India Review

This article adopts US civil rights advocate Alec Karakatsanis’s conceptualisation of ‘copaganda’ to analyse the commercially successful ‘Cop Universe’ directed by Rohit Shetty, situating it within a broader socio-legal analysis of contemporary policing in India. It argues that copaganda in Hindi cinema recasts police officers not only as vigilantes, but also as embodiments of Hindutva and nationalist virility and a Brahmanical patriarchal order. In doing so, these films normalise extra-legal policing, obscure the structural realities of custodial violence and impunity, and reframe state violence as both necessary and morally desirable. The article situates these cinematic narratives alongside contemporary developments in …

Machine Learning Guided Design Of Doped Lithium Lanthanum Zirconium Oxide (Llzo) For Improved Performance, Bernice Ngwi Abraham, Elvis Twumasi, Desmond Edem Primus Klenam, Tabiri Kwayie Asumadu Asumadu, Abdulhakeem Bello, Vitalis Chioh Anye, Nancy A Burnham, Rodica Neamtu

All Rsif Scholars' Publications

This paper presents a machine-learning approach to the development of all-solid-state batteries (ASSBs) with doped Lithium Lanthanum Zirconium Oxide (LLZO) electrolytes. LLZO electrolytes are promising solid electrolytes that exhibit high ionic conductivities of approximately ~10−3–10−4 S cm−1. However, optimizing the ionic conductivity of LLZO is a multiparametric challenge involving numerous compositional and processing variables. This work employs a data-driven methodology by applying machine learning to a dataset mined from the literature. This approach was used to model the intricate relationships between the compositional and synthesis variables and ionic conductivity. Tree-based and ensemble models, like Decision Tree, Random Forest, Light Gradient …

Evaluation Of A Novel Re-Crosslinkable Preformed Particle Gel For Conformance Control In Ultra-High Temperature Reservoirs, Yanbo Liu, Tao Song, Caleb Kwasi Darko, Thomas P. Schuman, Mingzhen Wei, Baojun Bai

Chemistry Faculty Research & Creative Works

Preferential fluid flow remains a major challenge in subsurface energy production and gas storage operations, resulting in excessive water production in mature oil fields, reduced heat extraction in geothermal reservoirs, and low sweep and storage efficiency in CO₂-EOR projects. Polymer gels are widely used to mitigate high-permeability channels; however, conventional systems exhibit limited plugging efficiency and short lifetimes in ultra-high-temperature reservoirs due to poor thermal stability. This study presents a novel ultra-high-temperature-resistant preformed particle gel (UHT-PPG) developed for conformance control in reservoirs with temperatures of 150–275 °C and severe super-K or channeling problems. The material was evaluated in …

Generación Narrativa Controlada Mediante Rag Para La Inserción Coherente De Nuevos Personajes En La Odisea, María Tocado Murillo

Máster en Inteligencia Artificial

Este Trabajo Fin de Máster diseña, implementa y documenta una metodología experimental reproducible para evaluar cómo distintas estrategias de generación narrativa afectan a la coherencia canónica al introducir personajes nuevos en una obra clásica. El problema de investigación no se limita a producir textos fluidos: se centra en generar narraciones capaces de integrarse en un universo literario preexistente sin alterar acontecimientos, relaciones entre personajes, cronología, espacios narrativos ni desenlace. Para ello se utiliza La Odisea como caso de estudio y banco de pruebas de una arquitectura general de generación narrativa controlada mediante modelos de lenguaje y recuperación aumentada por generación …

The Paradox Of Intellectual Property At The U.S. Supreme Court, Tonja Jacobi, Matthew Sag

Faculty Articles

The Supreme Court is dramatically more politically polarized in the Roberts Court era, and the justices have been criticized for highly ideological and partisan decision-making. Yet, we show that there is one area of law that is becoming less ideologically divided and predictable: intellectual property (IP). In an earlier study, we showed that, prior to the Roberts Court, IP case outcomes were predictable based on judicial ideology, with more conservative justices embracing IP rights, as they do for real property. In the last two decades, IP has become more influential on the economy and society, through the increasing dominance of …

Principles Over Mechanics: Why Coster Failed To Fix Blasius, Jay B. Kesten, Lucy Heady

Transactions: The Tennessee Journal of Business Law

No abstract provided.

What's In A Name? The Misnomer Of Corporate "Fiduciaries", Wendy Gerwick Couture

Transactions: The Tennessee Journal of Business Law

No abstract provided.

Hmda Demographics: Racial And Ethnic Discrimination In The Mortgage Application And Approval Process, Paul Arrowood

Transactions: The Tennessee Journal of Business Law

No abstract provided.

Working Group Iii's Draft Guidelines On Isds Damages: Preserving Investor Protections While Strengthening Host State Defenses, Zack Hodgson

Transactions: The Tennessee Journal of Business Law

No abstract provided.

Roles, Responsibilities, Considerations, And Beyond: Community Musical Care, Renate 艶子 Rohlfing

Music and Health Research Briefs

Community musical care is about creating spaces where people come together, connect, and imagine healthier futures through music. It is about nurturing environments where creativity becomes a tool for well-being and collective strength. The concept is grounded in a fundamental belief: People inherently understand how to use creativity to care for themselves and others. In their daily lives, they use music to deepen relationships, process emotions, and navigate the complexities of being human. A crucial aspect of this work involves sustaining cultural practices and honoring the musical traditions that communities carry forward through generations.

Considerations For School Leadership In Leveraging School-Based Behavior Analysis For Systemic Improvement In Public Education, Virginia Public Schools Behavior Analyst Network, Kira Austin, Elizabeth Boynton, Amanda K. Cash, Meredith Eads, Daniel Irwin, Selena Layden, Daria K. Lorio-Barsten, Emily Muise, Nadine Pittman, Felicia Shelton, Indya Watts-Graves

Human Movement Studies & Special Education Faculty Publications

Public schools face significant challenges, including rising student behavioral needs, chronic absenteeism, and high rates of teacher burnout. These issues are interconnected with and inextricably linked to a need for effective, evidence-based behavioral supports. Educators frequently enter the field lacking the necessary skills and training to manage complex student behavior, often resulting in a reliance on punitive practices that exacerbate problems.

This paper proposes that the expertise of school-based behavior analysts (SBBAs), who are Board Certified Behavior Analysts® (BCBAs®) specializing in education, offers a powerful, underutilized solution. SBBAs are trained in applied behavior analysis (ABA), a data-driven science focused on …

Session F: Ai And Agency: Guiding Students In Responsible Use Of Generative Tools, Jennifer Colby

Learning Together at the Forefront of Change: GenAI Summit 2026

Help your students make choices that enrich their learning, not diminish it! This workshop shows teachers how to support student agency in deciding when AI use is appropriate and to recognize signs of AI misuse in student work and address them constructively.

Annual Report Of The Selectmen/Auditors, Town Clerk/Tax Collector, Town Treasurer, Road Agent/Trustees Of The Trust Funds, Trustees Of The Library, Planning Board, Police And Fire Departments, Board Of Education, Town Of Hampstead, New Hampshire For The Year Ending December 31, 2025, Together With The Vital Statistics For The Year As Prepared By The Town Clerk., Hampstead Town Representatives

Hampstead, NH Annual Reports

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

A Data-Driven Framework For Automation Readiness In Minnesota State University, Mankato Course Scheduling, Prisca Bongu Payanzo Maba

All Graduate Theses, Dissertations, and Other Capstone Projects

University course scheduling is one of the most complex optimization problems in higher education institutions. With universities growing in size and offering a broad spectrum of majors and disciplines, the number of possible course scheduling combinations increases exponentially, rendering traditional ways of scheduling ineffective.

Although operations research has extensively studied automated scheduling algorithms, there has been limited investigations into the organization readiness of academic departments to implement such systems. This paper offers a hybrid data science framework that assesses departmental readiness for scheduling automation.

The study combines qualitative Zoom interview data from 19 academic departments with institutional scheduling rules from …

The Language Of The Eye: Affect In "North And South" And "Aurora Leigh", Gretl Holz

English Senior Capstone

This paper discusses how Elizabeth Barrett Browning in "Aurora Leigh" and Elizabeth Gaskell in "North and South use the eyes to express various character's emotions.

Coleridge’S Living Power: “The Eolian Harp”, Thomas Formichelli

The Criterion

No abstract provided.

Finding “Humberland”: The French Language As A Privatized Signal In Lolita, Mae Legare

The Criterion

No abstract provided.

Complete Issue

The Criterion

No abstract provided.