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Kapwa Beckett: Co-Performance, Pakikipagkapwa, And Relational Meaning-Making In Philippine Stagings Of Samuel Beckett, Christian Gabriel Tolentino Aug 2026

Kapwa Beckett: Co-Performance, Pakikipagkapwa, And Relational Meaning-Making In Philippine Stagings Of Samuel Beckett, Christian Gabriel Tolentino

DLSU Arts Congress Conference Proceedings

This reflective-practice study examines how kapwa and pakikipagkapwa emerged through translation, rehearsal, staging, and reception in three Philippine productions of Samuel Beckett: Endgame (2016), Happy Days (2019), and the devised classroom piece Beckett, Godot & Us Waiting (2023). Using comparative production analysis and a dialogical co-performance orientation drawn from Dwight Conquergood, I analyze rehearsal exercises, adaptation notes, production materials, staging decisions, and remembered performer-audience encounters. The analysis identifies distinct relational practices across the productions: collaborative localization and sensory dramaturgy in Endgame; negotiated media adaptation and mediated intimacy in Happy Days; and devising, Meisner repetition, physical trust, and shared post-pandemic waiting …


Properties Of Enjoyable Mathematical Contexts From The Student Perspective, Emilie Nadine Hendrickson Aug 2026

Properties Of Enjoyable Mathematical Contexts From The Student Perspective, Emilie Nadine Hendrickson

Theses and Dissertations

Researchers continue to grapple with how to meaningfully engage students in mathematical content. Many students report disengagement due to perceptions that mathematics is difficult, irrelevant, boring, or anxiety-inducing. This study sought to understand how students interpret and respond to different mathematical problem contexts, with particular attention to the reasons students describe certain problems as enjoyable or unenjoyable. Using semi-structured interviews, this research examined student responses to a variety of mathematical problem types primarily across affective engagement. Students reflected on specific problem contexts and explained which features supported or hindered their enjoyment and engagement. Students described that contexts were enjoyable have …


Comparing Principal Component Analysis And Sequential Fusion Deeponet With Varying Dataset Size For Design Space Exploration Of Hypersonic Flow, J. Dallan Trentman Aug 2026

Comparing Principal Component Analysis And Sequential Fusion Deeponet With Varying Dataset Size For Design Space Exploration Of Hypersonic Flow, J. Dallan Trentman

Theses and Dissertations

Design space exploration and optimization of hypersonic vehicles is costly due to the difficulty of producing high fidelity CFD simulations in the hypersonic domain. Reduced order modeling can allow for design optimization at a fraction of the computational cost. This paper investigates the amount of training data required to produce an accurate Reduced Order Model. A PCA based ROM is developed and compared to a Sequential Fusion DeepONet by comparing model prediction accuracy, training time, and prediction time, across dataset sizes from 25 samples to 1024 samples. These models are applied to 2D hypersonic CFD simulations of the Orion reentry …


Resonant Shock Plate Simulation And Prediction Using Modal Substructuring, Harrison C. Denning Aug 2026

Resonant Shock Plate Simulation And Prediction Using Modal Substructuring, Harrison C. Denning

Theses and Dissertations

Aerospace structures such as rockets can experience various shock events during flight, such as stage separation or impacts. These shock events can expose components inside the rocket to large accelerations and stresses which in turn can damage the parts. Shocks are often simulated in the lab using a resonant shock plate test. Resonant shock plate testing is often used to qualify aerospace parts, as it can mimic the shocks experienced during launch and stage separations. However, during the course of development, both the definition of the shock environment and the design of the subcomponent tend to change, so that multiple …


Rfsoc Based Ground Penetrating Radar For Detection And Avoidance Of Underground Utilities, Brady Bowerbank Aug 2026

Rfsoc Based Ground Penetrating Radar For Detection And Avoidance Of Underground Utilities, Brady Bowerbank

Theses and Dissertations

Preexisting underground utilities present a considerable danger to underground boring projects. Gas and electrical lines can be damaged, leading to major economic impact and even loss of life. While maps of underground utilities exist, they are not always accurate and gas and electrical lines can shift over time, necessitating tools to accurately detect utilities so that crews can steer the machines away from any possible danger. In this thesis, the design of a new frequency-modulated continuous-wave (FMCW) ground penetrating radar (GPR) is outlined. The design of a lightweight, flexible radar is demonstrated using the CASPER FPGA framework with an operating …


Isoperimetric Soft Robots, Mihai Stanciu Aug 2026

Isoperimetric Soft Robots, Mihai Stanciu

Theses and Dissertations

This thesis presents two advances in isoperimetric soft robotic trusses that improve their performance, modularity, and configurability. The first contribution introduces a large-scale modular robotic truss designed as a lightweight, reconfigurable structure for lunar applications. The system consists of inflatable fabric tubes routed through motorized roller units and interconnected by a newly developed spherical joint that enables multiple robotic triangles to connect at a common vertex. The resulting truss can be assembled into structures beyond a single octahedron while retaining compact stowage when deflated and untethered operation after initial inflation. Experimental validation demonstrates modular assembly, long-term pressure retention, load-bearing capabilities …


Ábreme La Puerta Y Entraré: Utilizing Hip Hop Pedagogy To Build Community For English Learners With Disabilities, Ebony Nicole Perez, Georgina Rivera-Singletary Aug 2026

Ábreme La Puerta Y Entraré: Utilizing Hip Hop Pedagogy To Build Community For English Learners With Disabilities, Ebony Nicole Perez, Georgina Rivera-Singletary

Journal of the Arts and Special Education

English Language Learners (ELL) with disabilities face complex educational experiences due to their limited English-speaking ability, coupled with their unique learning challenges. Often, they are viewed from a deficit rather than an asset perspective, leading them to feelings of isolation and marginalization. Providing opportunities to engage in transformative learning experiences, ELL students with disabilities can experience a sense of belonging and empowerment in educational endeavors. Hip-hop can offer dynamic opportunities for ELL students with disabilities by creating an inclusive, affirming space that validates diverse linguistic and cultural backgrounds. Through Hip-hop cyphers, rap battles, and collaborative songwriting, students can grasp new …


Flows That Teach: Multimodal Hip-Hop Pedagogy For Equity In Special Education, Camille O'Quin, Sara Jozwik Aug 2026

Flows That Teach: Multimodal Hip-Hop Pedagogy For Equity In Special Education, Camille O'Quin, Sara Jozwik

Journal of the Arts and Special Education

Hip-Hop can be more than a soundtrack played at home, it can be a bridge between culture, language, and learning at school. This article shows how Hip-Hop pedagogy, translanguaging, and code-meshing can support students with disabilities, especially those who speak African American Vernacular English (AAVE), in the classroom setting. Grounded in culturally relevant pedagogy and translanguaging theory, the approach uses rhythm, storytelling, and performance to build narrative fluency, language awareness, and confidence. Examples include students drafting rap verses about personal experiences, holding structured cypher circles to practice turn-taking and self-expression, and blending AAVE with Mainstream American English in writing for …


Jase 6.2 Table Of Contents Aug 2026

Jase 6.2 Table Of Contents

Journal of the Arts and Special Education

No abstract provided.


Focus Daily: Jase Special Issue On Hip-Hop, Disability, And The Continuing Evolution Of Arts-Based Pedagogy In Special Education (Side B), Jonte C. Taylor Aug 2026

Focus Daily: Jase Special Issue On Hip-Hop, Disability, And The Continuing Evolution Of Arts-Based Pedagogy In Special Education (Side B), Jonte C. Taylor

Journal of the Arts and Special Education

Hip-hop has long served as an educational tradition, emerging from the Bronx as a cultural response to systemic inequities that fostered identity, critical consciousness, creativity, and community through its core elements of emceeing, DJing, breaking, graffiti, and knowledge of self. In this second special hip-hop issue of the Journal of the Arts in Special Education (JASE) and building on the initial 2025 JASE special issue, this collection advances hip-hop pedagogy beyond an engagement strategy by positioning it as a culturally inclusive framework that supports academic achievement, identity affirmation, and meaningful participation for students with disabilities. The contributing scholars explore how …


We Are All In This Together Now: Exploring Community Based Partnerships Focusing On Hip-Hop Based Education, William C. Hunter, Tarol Page Clements, Gregory Washington Aug 2026

We Are All In This Together Now: Exploring Community Based Partnerships Focusing On Hip-Hop Based Education, William C. Hunter, Tarol Page Clements, Gregory Washington

Journal of the Arts and Special Education

This article explores a community-based collaborative partnership between three Hip-Hop educational nonprofits, Upward Light Community Cyphers, Project STAND (Social-Emotional, Transition, Academic and Network Developing), and the Center for the Advancement of Youth Development (CAYD), all focused on mental health support for youth, and a public-school program that has serves students with and without exceptionalities. The goal shared by all organizations involved is enhanced educational access and engagement for students with and without exceptionalities. Rooted in the core elements of Hip-Hop — emceeing, DJing/music production, breakdancing, and graffiti art, the collaborative partnership has offered culturally sustaining, arts-integrated instruction that supports both …


Developing Flow Theory For Black Girl Genius: A Conceptual Framework Grounded In Discrit, Endarkened Feminist Epistemology, And Hip-Hop Pedagogy, Keishana L. Barnes, William C. Hunter Aug 2026

Developing Flow Theory For Black Girl Genius: A Conceptual Framework Grounded In Discrit, Endarkened Feminist Epistemology, And Hip-Hop Pedagogy, Keishana L. Barnes, William C. Hunter

Journal of the Arts and Special Education

Twice exceptional Black girls, those who are both intellectually gifted and identified with a disability, navigate classrooms shaped by racism, ableism, and sexism. These overlapping systems often render their brilliance illegible, leading to misidentification, exclusion, and under-support in both gifted and special education. This conceptual essay introduces Flow Theory for Black Girl Genius, a liberatory framework that considers Disability Critical Race Theory (DisCrit), Endarkened Feminist Epistemology, and Hip-Hop Pedagogy. DisCrit helps uncover the structural barriers that marginalize students at the intersection of race and disability. Endarkened Feminist Epistemology centers ancestral, embodied, and spiritual ways of knowing rooted in Black …


Unphazed And Phogo: Complete Genome Sequences Of Two Ek1 Cluster Podoviridae Microbacterium Phages Containing Putative Purple Acid Phosphatase Genes, Brett M. Condon, Jacob D. Ariel, Saundra L. Godshall, Drithi Patel, Matthew T. Mcdonald, Susan M. R. Gurney Aug 2026

Unphazed And Phogo: Complete Genome Sequences Of Two Ek1 Cluster Podoviridae Microbacterium Phages Containing Putative Purple Acid Phosphatase Genes, Brett M. Condon, Jacob D. Ariel, Saundra L. Godshall, Drithi Patel, Matthew T. Mcdonald, Susan M. R. Gurney

Student Papers, Posters & Projects

We report two EK1 cluster bacteriophages isolated from soil samples using the host Microbacterium foliorum. EM imaging showed that both exhibit the podovirus morphology. Genome sequencing and annotation showed similarity with many EK1 phage genomes. Our phages contain a putative PAP gene, also expressed in plants.


Co-Designing Success: Supporting New Rns In Their Transition To Practice, Morgan Hoffarth, Robert Mihan, Shanoja Naik, Hasitha Wimalarathna, Doris Grinspun Aug 2026

Co-Designing Success: Supporting New Rns In Their Transition To Practice, Morgan Hoffarth, Robert Mihan, Shanoja Naik, Hasitha Wimalarathna, Doris Grinspun

International Nursing Research Congress (INRC)

Newly graduated nurses (NGNs) face disproportionately high turnover rates compared to experienced nurses, with estimates ranging from 18% to 43% globally1. This persistent challenge has prompted increased attention to transition-to-practice programs, which aim to support NGNs during their critical first year of work3. Research has identified key facilitators and barriers to successful transition through thematic analysis; however, their recommendations lacked direct input from NGNs themselves, highlighting a gap in participatory approaches3. Understanding the transition experience from NGNs and mentors is essential to design effective, responsive supports5. The urgency of this issue has …


Quality Improvement Project Simulating Ethics: Improving Ethical Decision-Making In Nursing Undergraduates Through Simulation And Faculty Training, Shannon Brown Aug 2026

Quality Improvement Project Simulating Ethics: Improving Ethical Decision-Making In Nursing Undergraduates Through Simulation And Faculty Training, Shannon Brown

Doctor of Nursing Practice Projects

Nursing faculty often report limited confidence in teaching ethical principles, despite the essential role ethics plays in preparing students for complex clinical decision-making. This quantitative, quasi-experimental pre/post quality improvement project evaluated whether a structured ethics education module incorporating simulation could impact faculty confidence in teaching ethical principles. Guided by Lewin’s Change Theory and the Jeffries Simulation Framework, the project examined how organizational readiness for change and structured simulation design influence faculty development outcomes. Nursing faculty in a baccalaureate program participated in a single simulation-enhanced ethics session. Data were collected through anonymous pre/post Qualtrics surveys, and faculty confidence was measured using …


Improving Exam Scores: Alternative Next Generation Questions In Curriculum, April Morgan Aug 2026

Improving Exam Scores: Alternative Next Generation Questions In Curriculum, April Morgan

Doctor of Nursing Practice Projects

Evidence identifies clinical judgment deficits among newly licensed nurses, supporting the integration of the National Council of State Boards of Nursing (NCSBN) Clinical Judgment Measurement Model (NCJMM) and Next Generation NCLEX (NGN) strategies. Inconsistent NGN implementation and Assessment Technologies Institute (ATI) Comprehensive Predictor performance established the local problem. This quality improvement project evaluated the impact of implementing NCJMM-aligned NGN instructional strategies, including unfolding case studies and bow-tie questions, on students’ first-attempt achievement of the ATI Comprehensive Predictor benchmark and faculty outcomes. The primary aim was to increase the percentage of students achieving the ATI Comprehensive Predictor benchmark of 76.2% on …


Hypothermia Management In Adult Trauma Patients: Enhancing Nursing Knowledge And Self-Efficacy In The Emergency Department, Shannon M. Rapert Aug 2026

Hypothermia Management In Adult Trauma Patients: Enhancing Nursing Knowledge And Self-Efficacy In The Emergency Department, Shannon M. Rapert

Doctor of Nursing Practice Projects

Trauma-induced hypothermia is a significant, preventable condition that contributes to increased mortality. Evidence suggests that inconsistent recognition and management of hypothermia persist in the emergency department (ED), highlighting the need to strengthen ED nurses’ knowledge and self-efficacy in evidence-based warming strategies. The purpose of this quality improvement project was to evaluate the impact of an educational intervention on ED nurses’ knowledge and self-efficacy in managing trauma-induced hypothermia. Guided by the Iowa Model of Evidence-Based Practice, the ADKAR Change Model, and the Plan-Do-Study-Act framework, this quantitative, quasi-experimental, pretest–posttest project evaluated the effect of an instructor-led educational intervention in ED nurses at …


Journal Of The Arts And Special Education: Volume 6, Issue 2 Aug 2026

Journal Of The Arts And Special Education: Volume 6, Issue 2

Journal of the Arts and Special Education

No abstract provided.


The Effects Of Using Hip-Hop Song Lyrics During Instruction For Students With Emotional And Behavioral Disorders, Jonte C. Taylor, Millie Rodriguez Aug 2026

The Effects Of Using Hip-Hop Song Lyrics During Instruction For Students With Emotional And Behavioral Disorders, Jonte C. Taylor, Millie Rodriguez

Journal of the Arts and Special Education

Hip-hop pedagogy has emerged as a culturally responsive instructional framework designed to increase student engagement, identity affirmation, and academic achievement by incorporating elements of hip-hop culture into classroom instruction. Despite growing interest in hip-hop-based education, limited empirical research has examined its effectiveness for students with disabilities, particularly students identified with emotional and behavioral disorders (EBD). This study investigated the effects of using hip-hop song lyrics during English language arts instruction to teach literary devices to three secondary students with EBD using a single-case multiple-baseline-across-participants probe design. Three comparison students receiving traditional textbook-based instruction were also included. Dependent variables included instructional …


Research Nexus : Volume 40 – 2026, Office Of Research And Graduate Studies Aug 2026

Research Nexus : Volume 40 – 2026, Office Of Research And Graduate Studies

Office of Research and Graduate Studies

  • Researcher Spotlight
  • Research Milestones & News
  • Capacity Building Initiatives
  • NIH Updates and Other Resources
  • Explore New Grant Opportunities


Towards The Synthesis Of Dragonamide E And Analogs Thereof, Dante Glover Aug 2026

Towards The Synthesis Of Dragonamide E And Analogs Thereof, Dante Glover

Chemistry Theses

Leishmaniasis is a disease caused by a parasite spread through the female sand fly. It is categorized as a Neglected Tropical Disease and can cause very severe symptoms, even death, if left untreated. Symptoms include skin lesions that can cause permanent scarring, and mucosal membrane infections that can cause facial deformities. More aggressive forms of leishmaniasis can lead to infections of internal organs like the liver and/or spleen and can lead to death. Drug resistance of these parasites has rendered treatment limited and the side effects of which can be harmful as well.

Scientists looking towards new treatments for tropical …


Recognition Of Autism Characteristics In Females: An Examination Of Stakeholders, Laurel Lyn Bishop Aug 2026

Recognition Of Autism Characteristics In Females: An Examination Of Stakeholders, Laurel Lyn Bishop

Theses and Dissertations

Autism is a neurodevelopmental communication disorder, characterized by differences in social communication, attention, interests, and sensory perception. Diagnostic criteria have historically applied to males, but clinical diagnostic criteria beginning in 2022 now include slight differences in traits comprising the female phenotype. Until recently, autistic females may be missed by the professional and education community or diagnosed later than males. Like their autistic male counterparts, they face an increased risk of suicidal ideation, but they also face more difficulties in peer relationships, academic problems, and increased anxiety and depressive symptoms, but may not get supports. School-age girls spend their days with …


Thermophysical Property Studies: 1. Thermodynamic Consistency For Associating Compounds 2. Autoignition Temperature, Cassandra Jane Guffey Aug 2026

Thermophysical Property Studies: 1. Thermodynamic Consistency For Associating Compounds 2. Autoignition Temperature, Cassandra Jane Guffey

Theses and Dissertations

Accurate thermophysical property data are essential for the design, optimization, and safe operation of chemical processes. Properties such as vapor pressure, enthalpy of vaporization, heat capacity, density, and autoignition temperature--which are among the properties studied in this work--are required for equipment sizing, process simulation, hazard assessment, and economic evaluation. A major focus of this dissertation is the application of multi-property thermodynamic consistency techniques to compounds that exhibit strong vapor-phase association. These methods improve confidence in recommended property values by enforcing rigorous thermodynamic relationships among ideal-gas heat capacity, liquid heat capacity, vapor and liquid densities, vapor pressure, and enthalpy of vaporization. …


When The Road Leads You Home: A Self-Study Of An Appalachian Return Migrant Educator, Brianna Gerstner Aug 2026

When The Road Leads You Home: A Self-Study Of An Appalachian Return Migrant Educator, Brianna Gerstner

Theses and Dissertations

This study explores one Appalachian educator's beliefs and judgments about her students' literacy practices after returning to her Appalachian hometown to teach at her alma mater. Upon her return, she experienced discomfort with the thoughts she had about her Appalachian students, recognizing that they reinforced stereotypes. Through the S-STEP process, the educator identifies her beliefs and judgments of her students, the teaching practice she engaged in over time, and the changes in her beliefs and judgments during a community literacy project. This period of critical self-study lasted 3 months, and the educator intentionally engaged in culturally sustaining pedagogy. Findings revealed …


Mathematics Anxiety And Academic Performance In Mathematics, Bradley Vandermissen Aug 2026

Mathematics Anxiety And Academic Performance In Mathematics, Bradley Vandermissen

Masters Projects

Mathematics anxiety represents a psychological barrier that negatively impacts student academic performance and self-efficacy across all educational levels. Many secondary mathematics students experience physiological stress, self-doubt, and reduced working memory efficiency when encountering mathematical tasks, often leading to disengagement or an over-reliance on artificial intelligence (AI as a learning shortcut rather than an educational tool. Despite the widespread nature of this issue, educators frequently lack the formal training and practical pedagogical strategies necessary to identify, manage, and alleviate mathematics anxiety within their classrooms. Rooted in Bandura’s Social Cognitive Theory, this project addresses the underlying cognitive and biological components of mathematics …


A Topology-Aware Extension Of Guttae Area Ratio In Fuchs Endothelial Corneal Dystrophy, Molly Orlick, Henry Bair Aug 2026

A Topology-Aware Extension Of Guttae Area Ratio In Fuchs Endothelial Corneal Dystrophy, Molly Orlick, Henry Bair

Wills Eye Hospital Papers

No abstract provided.


Non-Enzymatic Hepatic Abhd6 Interacts With Akt-Foxo1 Axis To Regulate Metabolic Health, Guannan Li, Laurence T Maeyens, Jiyuan Yin, Jan-Bernd Funcke, Chanmin Joung, Ruizhen Li, Ziying Xu, Ting Wu, Xin Li, Nisi Jiang, Mbolle Ekane, Maria Paula Lopez, Pengju Cao, Sijia He, Adam B Salmon, S R Murthy Madiraju, Marc Prentki, Juli Bai, James F Nelson, Xianlin Han, Yi Zhu, Shangang Zhao Aug 2026

Non-Enzymatic Hepatic Abhd6 Interacts With Akt-Foxo1 Axis To Regulate Metabolic Health, Guannan Li, Laurence T Maeyens, Jiyuan Yin, Jan-Bernd Funcke, Chanmin Joung, Ruizhen Li, Ziying Xu, Ting Wu, Xin Li, Nisi Jiang, Mbolle Ekane, Maria Paula Lopez, Pengju Cao, Sijia He, Adam B Salmon, S R Murthy Madiraju, Marc Prentki, Juli Bai, James F Nelson, Xianlin Han, Yi Zhu, Shangang Zhao

Children’s Nutrition Research Center Staff Publications

The enzymatic role of ABHD6 in insulin secretion and resistance is well documented. However, its non-enzymatic function, especially its effects on metabolic health, including selective hepatic insulin resistance and metabolic dysfunction-associated steatotic liver disease (MASLD), is poorly understood. To define the role of ABHD6 in liver physiology, we generated liver-specific ABHD6 knockout mice, as well as liver-specific native and enzymatically inactive mutant ABHD6 overexpression mouse models. We demonstrate that non-enzymatic ABHD6 contributes to the regulation of selective hepatic insulin resistance and MASLD progression. Mechanistically, we show that ABHD6 localizes to the nucleus and interacts with Akt/FoxO1 axis to regulate insulin …


Education And Inequality:: Shaping Conflict And Peace In Broken Socio-Economic Structures, Anna Zherdeva, Daniel Kamphambale, Lucía Morales Aug 2026

Education And Inequality:: Shaping Conflict And Peace In Broken Socio-Economic Structures, Anna Zherdeva, Daniel Kamphambale, Lucía Morales

Research Outputs: 2025-Present

This study engages in a critical literature review that offers insights into systemic and structural problems that immigrants face. Being forced, in many cases, to flee from their countries of origin, migrants face many challenges due to a lack of clear educational pathways, cultural integration and social lifts within the world's most advanced countries. For instance, migrants often experience labour-market resistance, as evidenced by consistent, stagnant rates of advancement into higher positions in their host countries and by their limited integration into communities and society. An additional problem is that segregation by country of origin matters significantly, as migrants face …


Clinical Utility Of An Fda-Authorized Artificial Intelligence Imaging Platform In Interstitial Lung Disease Diagnosis, Arjun Prakash Tambe, Ryan Boente, Gautam George, Fayez Kheir, Omid Tahamtani Omran, Kavitha Selvan Aug 2026

Clinical Utility Of An Fda-Authorized Artificial Intelligence Imaging Platform In Interstitial Lung Disease Diagnosis, Arjun Prakash Tambe, Ryan Boente, Gautam George, Fayez Kheir, Omid Tahamtani Omran, Kavitha Selvan

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

Background/Objectives: The diagnosis of interstitial lung disease (ILD) is challenging and frequently delayed. Clinically accessible and minimally invasive diagnostic tools are needed to expedite the diagnosis of ILD while minimizing risk to patients. Fibresolve is an imaging artificial intelligence (AI) tool recently approved by the Food and Drug Administration (FDA) for use in ILD diagnosis and made available to clinicians. The objective of this study was to describe its utility in clinical practice. Methods: We conducted a prospective, observational study of patients across the United States (US) in whom Fibresolve was utilized during routine clinical practice between July 2024 and …


A Semantic Data Management Framework For Uncertainty Quantification In Synchrotron Diffraction Pattern Analysis, Ayorinde E. Olatunde, Ozan Dernek, Erika I. Barcelos, Roger H. French, Anirban Mondal Aug 2026

A Semantic Data Management Framework For Uncertainty Quantification In Synchrotron Diffraction Pattern Analysis, Ayorinde E. Olatunde, Ozan Dernek, Erika I. Barcelos, Roger H. French, Anirban Mondal

Student Scholarship

Advancements in technology have enabled scientists and engineers in the synchrotron science domain to generate high-dimensional data. To conduct a machine learning study on these data, an analyst undergoes multiple analytical stages, including dimensionality reduction, predictive modelling, and uncertainty quantification (UQ).

To ensure reproducibility in science, it is necessary to document the semantic relationships among the stages of the analysis to enable provenance, interoperability, and knowledge reuse. In this work, we present a Semantic Data Management (SDM) framework rooted in FAIR principles that provides ontologies for UQ workflows. We illustrate the application of UQ ontology in synchrotron diffraction pattern analyses …