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Performance Of Low-Clinker, High-Limestone Multiphase Blended Cement, Muhammad Haris Javed, Jingjie Wei, Kamal H. Khayat, Roberta Alfani, Erisa Myrtja, Hongyan Ma Sep 2025

Performance Of Low-Clinker, High-Limestone Multiphase Blended Cement, Muhammad Haris Javed, Jingjie Wei, Kamal H. Khayat, Roberta Alfani, Erisa Myrtja, Hongyan Ma

C3 Symposium 2025

This study evaluates mechanical properties and porosity of binders combining Portland Limestone Cement (PLC) with SCMs like GGBFS, Class C (FAC), and Class F (FAF) fly ashes. GGBFS-based binders showed the highest compressive strength of 33.35MPa and lowest porosity (of 41.9%) due to their high reactivity, while FAF-based binders had lower strength and higher porosity (of 14.5 MPa and 47.3%), due to slower pozzolanic reactions. SCM combinations balanced reactivity and densification, offering a pathway for sustainable, high-performance binder development.


Ca/Si-Dependent Size Of Silica Nanoparticles Derived From C-S-H At High Water To Solid Ratio, Binmeng Chen, Zongjin Li Sep 2025

Ca/Si-Dependent Size Of Silica Nanoparticles Derived From C-S-H At High Water To Solid Ratio, Binmeng Chen, Zongjin Li

C3 Symposium 2025

In recycling and reusing construction waste, carbonation of recycled concrete fine (RCF) has been successfully applied to produce value-added products, such as silica nanoparticles, via the breaking of calcium silicate hydrate (C-S-H) structure and condensation of silicate chains. However, the intricacies of carbonation of RCFs with varying calcium-silicon (C/S) ratios and their implications on the size of generated silica nanoparticles remains unknown. In this work, we developed an optimized carbonation method at high water to solid ratio to fabricate silica nanoparticles from C-S-H with different C/S ratios. The particle size of silica nanoparticles was found to gradually decrease with the …


Microstructure Evolution Of Alite In-Situ Carbonated By Aminated Mesoporous Silica Nanoparticles, Yuyang Zhao, Binmeng Chen Sep 2025

Microstructure Evolution Of Alite In-Situ Carbonated By Aminated Mesoporous Silica Nanoparticles, Yuyang Zhao, Binmeng Chen

C3 Symposium 2025

Given that CO2 chamber and high inner pressure are needed in the traditional carbonation curing, we propose an in-situ internal carbonation by aminated mesoporous silica nanoparticles (MSNs) to tackle the challenge due to its high specific surface area. In this study, phase transformation and nucleation behavior were investigated by in-situ carbonation of alite paste with MSNs-amine absorbing CO2 (MSNs-amine-AC) and MSNs-amine desorbing CO2 (MSNs-amine-DC), separately. C-S-H with low Ca/Si ratio and negative electric potential is formed when MSNs-amine-DC is gradually eroded, wrapped and collapsed, converting to reaction sites chemically. On the contrary, ACC generated in MSNs-amine-AC blocks the mesopores, retard …


Fourier Analyses Of Optical Profilometry As An Inferential Measurement For Impact Coverage., Langdon Feltner, Paul Mort Sep 2025

Fourier Analyses Of Optical Profilometry As An Inferential Measurement For Impact Coverage., Langdon Feltner, Paul Mort

15th International Conference on Shot Peening

A critical consideration in peening process design is achieving sufficient impact coverage. Conventional methods for assessing coverage rely on manual inspection, which is time-consuming and poorly suited for automated control. In this work, we investigate the use of frequency-domain analysis to quantify surface modification in peened samples using optical profilometry (OP) data. Three-dimensional surface maps of Almen strips were acquired using a high-resolution OP system and analyzed via fast Fourier transform (FFT) to compute spatial power spectral densities (PSDs). PSD maps and radially averaged profiles reveal consistent amplification of harmonic components similar to the nominal particle size, with increasing intensity …


Reduced Order Approach For Peening Stress Field Variability, Langdon Feltner, Paul Mort Sep 2025

Reduced Order Approach For Peening Stress Field Variability, Langdon Feltner, Paul Mort

15th International Conference on Shot Peening

A common goal in shot peening research is to connect operational parameters to resultant residual stress fields, providing a means to control and optimize the effectiveness of surface treatment. In practice, experimental measurements of residual stresses are often averaged values over regions that are large in comparison to an impact dimple. In fact, the stochastic nature of impact locations leads to residual stress fields that are distributed. Finite element peening simulations confirm this observation. The goal of this report is to connect operational parameters to localized fluctuations in residual stress through probabilistic reasoning (Figure 1). In particular, the development of …


Adaptation Of Shot Peen Parameters For Gear Geometry, David J. Breuer, Beth Matlock Sep 2025

Adaptation Of Shot Peen Parameters For Gear Geometry, David J. Breuer, Beth Matlock

15th International Conference on Shot Peening

Shot peening is a well established process for the surface enhancement of gearing. Gearing is a primary example of a high cycle fatigue application that can benefit from residual stress enhancement. Designing shot peening parameters to specific gear geometry based on material, heat treatment, and surface finish is a more precise way to achieve better performance outcomes. One of the best tools to assist in the optimal shot peening is x-ray diffraction (XRD) and its ability to measure small differences that can result in significant performance outcomes. XRD residual stress measurements are a direct measurement of elastic strain. The diffraction …


Numerical Assessment Of Shot Peening Contribution To The Fatigue Strength Of Gear Tooth Root, Gurutz Cortabitarte Laucirica, Xuban Telleria, Iñigo Llavori, Ibai Ulacia, Miren Larrañaga, Jon Ander Esnaola Sep 2025

Numerical Assessment Of Shot Peening Contribution To The Fatigue Strength Of Gear Tooth Root, Gurutz Cortabitarte Laucirica, Xuban Telleria, Iñigo Llavori, Ibai Ulacia, Miren Larrañaga, Jon Ander Esnaola

15th International Conference on Shot Peening

Gears are commonly treated with shot peening (SP) and/or case hardening to enhance fatigue resistance. However, their effects are often conservatively assessed using standardized methods, which can limit their optimal application in industrial components. Particularly, the effect of SP over case-hardened gears remains insufficiently explored. Therefore, the present study evaluates the contribution of SP on single tooth bending fatigue (STBF) strength of raw and case-hardened spur gears, commonly used in automotive and heavy machinery industries. In the study four conditions are addressed: (i) untreated, (ii) case-hardened, (iii) shot-peened, and (iv) case-hardened and shot-peened. First, the residual stress field of the …


E-Strip® Peening Intensity Sensor - Linearity, Variability And Connectivity, Sylvain A. Forgues, Brigitte Labelle, Ramzi Ben Moussa, Sebastien Beaugrand, Raphael Sarraillon, Sergio Amaya Sep 2025

E-Strip® Peening Intensity Sensor - Linearity, Variability And Connectivity, Sylvain A. Forgues, Brigitte Labelle, Ramzi Ben Moussa, Sebastien Beaugrand, Raphael Sarraillon, Sergio Amaya

15th International Conference on Shot Peening

This paper presents the E-Strip®, a novel electronic sensor developed by Shockform to digitally measure shot peening intensity at the part level. Motivated by the limitations of traditional Almen strips—namely, manual handling, time consumption, and susceptibility to human error—the E-Strip® offers a faster, more reliable, and connected alternative. Extensive testing confirmed the E-Strip® output maintains excellent linearity with Almen intensity across a wide range of media and impact levels (R² > 0.997), and its adjustable sensitivity ensures compatibility from low to high intensities. Variability studies showed the E-Strip® provides similar or better consistency than Almen strips at low intensities, although higher …


Improving Fatigue Strength And Life Of Single Crystal Cmsx-4, Jochen Peter Fuhr, Lloyd Hackel, Nicolau I. Morar, Noah Holtham, Keivan Davami, Montu Sharma, Rajkumar Roy Sep 2025

Improving Fatigue Strength And Life Of Single Crystal Cmsx-4, Jochen Peter Fuhr, Lloyd Hackel, Nicolau I. Morar, Noah Holtham, Keivan Davami, Montu Sharma, Rajkumar Roy

15th International Conference on Shot Peening

The deep penetration of laser peening (LP) and retention of residual stress at high temperature by LP is significant in improving fatigue life and strength of superalloys exposed to high temperature and corrosion. Single crystal CMSX-4, was evaluated for stress relaxation and both fatigue life and fatigue strength of material that was LP-treated compared to non-LP and shot-peened (SP) specimens. LP was done with multiple layers using a 20 J/pulse laser where the laser high energy enabled using a 5 mm spot size on the metal surface. Stress measurements by the slitting technique showed the plastic penetration depth exceeded SP …


The Potential Benefits Of Co-Design In Dog-Assisted Treatment Programs For Veterans Seeking Mental Health Care, Parvin (Pary) Bahmanyari, Pauleen Bennett, Tiffani Howell Sep 2025

The Potential Benefits Of Co-Design In Dog-Assisted Treatment Programs For Veterans Seeking Mental Health Care, Parvin (Pary) Bahmanyari, Pauleen Bennett, Tiffani Howell

People and Animals: The International Journal of Research and Practice

Veterans are more likely than the general population to experience a range of mental health problems. While many veteran mental health support programs are available, veterans may struggle to access and engage with these services for various reasons (e.g., a stigmatized perception of mental health disorders, mistrust). Animal-assisted services have become more popular in civilian and military health care settings where traditional therapies (e.g., cognitive behavioral therapy) may not always be effective. Assistance dogs, for example, which live with veterans to provide disability support, have been successfully employed for veteran mental health. Unfortunately, a subgroup of veterans may miss out …


A Feasibility Study Into The Usability And Application Of An Unmanned Aerial Vehicle For Aircraft Inspection And Quality Assurance Inspections, Reece P. Bhave Sep 2025

A Feasibility Study Into The Usability And Application Of An Unmanned Aerial Vehicle For Aircraft Inspection And Quality Assurance Inspections, Reece P. Bhave

Journal of Aviation Technology and Engineering

The global aviation industry is often characterized as one of the safest modes of transportation in the modern world. With an abundance of quality assurance inspections and checks to determine operations safety, modern-day commercial aircraft that are utilized for passenger and cargo flights are held to a higher safety standard defined by regulatory bodies, such as the Federal Aviation Administration in the United States of America and the European Union Aviation Safety Agency in the European Union. While these quality standards are maintained via a series of inspections, checks, and preventative maintenance procedures, they are limited to only visual or …


Stake-And-Weave Trellising Produces Higher Tomato Yield In High Tunnels Than Does A Double- Or Multiple-Leader Vertical-String Support System, Elizabeth Maynard Sep 2025

Stake-And-Weave Trellising Produces Higher Tomato Yield In High Tunnels Than Does A Double- Or Multiple-Leader Vertical-String Support System, Elizabeth Maynard

Department of Horticulture & Landscape Architecture Faculty Publications

Yield of tomatoes (Solanum lycopersicum) grown in high tunnels in Wanatah, IN, USA, was evaluated using two plant support systems: stake-and-weave or vertical-string. With stake-and-weave, plants were not pruned; stakes were placed every two plants and string was woven horizontally along either side of the plants along the row. With vertical-string, indeterminate cultivars Big Beef and Cherokee Purple were pruned to two stems and each stem was clipped to a vertical string. For the determinate cultivar Mountain Fresh, all branches below the first main stem flower cluster except one were removed and the main stem and major branches …


Activity Design Principles To Support Engineering Engagement For Families With Preschool-Age Children From Low-Income English-And Spanish-Speaking Communities, Scott A. Pattison, Smirla Ramos Montañez, Viviana López Burgos, Gina Svarovsky, María Quijano, Amy Corbett, Catherine Wagner, Diana Contreras Sep 2025

Activity Design Principles To Support Engineering Engagement For Families With Preschool-Age Children From Low-Income English-And Spanish-Speaking Communities, Scott A. Pattison, Smirla Ramos Montañez, Viviana López Burgos, Gina Svarovsky, María Quijano, Amy Corbett, Catherine Wagner, Diana Contreras

Journal of Pre-College Engineering Education Research (J-PEER)

Existing evidence highlights the significance of family STEM learning experiences during early childhood. However, there is a lack of research specific to early childhood family-based learning in the field of engineering, especially with preschool-age children (three to five years old). To address this gap and inform engineering education programs for young children, we conducted a design-based research study in collaboration with 15 Spanish-and English-speaking families with preschool-age children from low-income communities. Our study aimed to develop and test a series of family-based engineering design activities while also identifying underlying design principles. Guided by an asset-based family learning framework, which acknowledges …


A Test Rig For An Aircraft Propeller Powered By Battery Motor, C. M. Vigneswaran, J. Induja, K. S. Bharath, M. J. Spoorthi, R. Chethana Sep 2025

A Test Rig For An Aircraft Propeller Powered By Battery Motor, C. M. Vigneswaran, J. Induja, K. S. Bharath, M. J. Spoorthi, R. Chethana

Journal of Aviation Technology and Engineering

The propeller test rig is a crucial component in aeronautical engineering that plays a vital role in the development, testing, and optimization of propeller systems for aircraft. This research outlines the design, development, and performance evaluation of a state-of- the- art propeller test rig developed for research and testing purposes. The primary objective of this project is to enhance the understanding of propeller dynamics and efficiency, leading to the improvement of aircraft propulsion systems. The test rig provides a controlled environment to evaluate and compare multiple propeller designs, aiding engineers in making informed decisions during the design process. An advanced …


A Framework For Test Planning Of A Vision System Supporting Aerial Refueling, Jonathon K. Parry, Donald H. Costello, Michael D. M. Kutzer, Charles J. Doherty, Sarah M. Hubbard Sep 2025

A Framework For Test Planning Of A Vision System Supporting Aerial Refueling, Jonathon K. Parry, Donald H. Costello, Michael D. M. Kutzer, Charles J. Doherty, Sarah M. Hubbard

Journal of Aviation Technology and Engineering

This essay presents a framework for evaluating a computer vision system providing perception for an uncrewed aircraft completing the automated air-to-air refueling (A3R) task. As the Department of Defense acquires capabilities that exhibit increasing levels of autonomy, the test and evaluation community must adapt the current framework to provide airworthiness officials the information required to accurately access the risks associated with the system underdoing testing. Following a brief introduction to A3R, this essay lays out a testing framework that leverages dendritic analysis and effectively deconstructs the critical issue into measurable data elements that can be used to support test and …


Use Of Eagala Model–Based Psychotherapy For Youth Psychological Disorders, Kimberley D. Ryan, Tammy L.B. Mckenzie Sep 2025

Use Of Eagala Model–Based Psychotherapy For Youth Psychological Disorders, Kimberley D. Ryan, Tammy L.B. Mckenzie

People and Animals: The International Journal of Research and Practice

Global youth psychological disorder prevalence has increased exponentially. Therefore, a drastic increase in mental health care utilization is expected. Since traditional approaches to the treatment of adult psychological disorders are ineffective with youth, alternative approaches to treatment of youth psychological disorders must be considered. One such approach is equine assisted psychotherapy (EAP), a person-centered, experiential approach using horses during the treatment of psychological disorders and the basis of the Equine Assisted Growth and Learning Association (Eagala) model–based programming. This article presents the quantitative research findings of a study investigating the effectiveness of the Eagala model–based EAP programming in the treatment …


Introducing Therapy Dog Programs Within Organizational Settings: A Scoping Review Of Implementation Processes And Practices, Laura Mundy, Carlie Driscoll, Janette Young Sep 2025

Introducing Therapy Dog Programs Within Organizational Settings: A Scoping Review Of Implementation Processes And Practices, Laura Mundy, Carlie Driscoll, Janette Young

People and Animals: The International Journal of Research and Practice

Organizations are introducing therapy dog programs at a growing rate. Standards and guidelines for including therapy dogs in programs with people are also being developed and made available to those implementing such programs. How organizations are implementing programs, how they are aligning with available standards, and the presence of any barriers and facilitators to their implementation has been largely unexplored. Therefore, the aim of our review was to summarize the literature available on the implementation of therapy dog programs within organizational settings. Furthermore, we aimed to summarize available descriptions of program practices and their alignment with best practice guidelines, and …


Kim, Eugenia. The Calligrapher’S Daughter: A Novel. Henry Holt And Company, 2009. 400 Pages, $26.00. Isbn: 978-0805089127., John J. Han Sep 2025

Kim, Eugenia. The Calligrapher’S Daughter: A Novel. Henry Holt And Company, 2009. 400 Pages, $26.00. Isbn: 978-0805089127., John J. Han

KAUPA Letters

No abstract provided.


Reminiscences On My Visit To North Korea: Put Down Your Swords And Money And Think Hard, Yeomin Yoon Sep 2025

Reminiscences On My Visit To North Korea: Put Down Your Swords And Money And Think Hard, Yeomin Yoon

KAUPA Letters

No abstract provided.


A Technical And Statistical Analysis Of Unleaded Aviation Fuel (Ul94) Adoption In A High- Volume Collegiate Aviation Environment, Nicholas D. Wilson, Ryan Guthridge, Brandon Wild, Jeremy Roesler, Daniel Kasowski, Nick Geinert, Aaron Terbest, Aaron Fettig, Robert Kraus Aug 2025

A Technical And Statistical Analysis Of Unleaded Aviation Fuel (Ul94) Adoption In A High- Volume Collegiate Aviation Environment, Nicholas D. Wilson, Ryan Guthridge, Brandon Wild, Jeremy Roesler, Daniel Kasowski, Nick Geinert, Aaron Terbest, Aaron Fettig, Robert Kraus

Journal of Aviation Technology and Engineering

The University of North Dakota (UND) adopted unleaded aviation fuel (UL94) for approximately a four-month period in the summer and early fall of 2023. The UL94 fuel was used in all reciprocating engine fleets based at the university’s primary training airport, Grand Forks International Airport in North Dakota. During the operational implementation of UL94, the UND flew 46,600 flight hours, consuming 386,778 gallons of fuel across all fleets powered by Lycoming engines. After approximately two months of using UL94, operational reports and maintenance inspections began to indicate potential for exhaust valve seat recession (EVSR), although early indications were limited in …


Research Synthesis Of Predicting Part 135 Accident Probability In Aviation: How The Bayesian Brain Ignores Declining Safety Standards, Jonathan R. Clarke Aug 2025

Research Synthesis Of Predicting Part 135 Accident Probability In Aviation: How The Bayesian Brain Ignores Declining Safety Standards, Jonathan R. Clarke

Journal of Aviation Technology and Engineering

Technological innovation has had an enormous effect on safety in aviation. However, in Part 135 operations, where technology is not as ubiquitous, the accident rates have plateaued. Human error is constantly misrepresented as being responsible for 70–80 percent of accidents, when it is clearly only one of several contributing factors. In commercial aviation, all accidents should be considered organizational failures, because by definition all defensive layers have been breached. Organizational failure, as it affects safety, should be identifiable and predictable from organizational behavior. Inevitably, in the aftermath of accidents the warning signs of poor behavior are seemingly obvious, yet there …


Examining The Relationship Between Artificial Intelligence And Disability, Luke Abell, Ben Anderson, Andres Arbulu, Cailyn Bowerman, Ethan Brown, Logan Busch, Eliana Chinitz, Shaan Choksi, Charles Clark, Alexander Claure, Meaghan Crites, Amalia Daniell, Stephen Dombrowski, Clara Dotterer, Jordyn Fink, Jake Fox, Akanksha Garg, Ishaan Ghosh, Cristian Gorayeb, Lia Gosselin, Simon Hasik, Alexis Hawkins, Charles Dickerson Iv, Chistopher Johnson, Cj Kulprathipanja, Claire Lindborg, Josh Lorenz, Luke Mcdonald, Daniella Nahnsen, Arwa Neemuchwala, Sage Nichols, Henrique Ortega, Krish Patel, Daniel Paul, Andres Ravelo, Daniel Reyes, Francesca Rovetto, Santiago Sacchini, Juan Santos, Mauricio Saturno, Carter Schaffer, Joey Schlosser, Anna Scroggings, Dylan Smith, Daniel Tejeira, Kenny Teng, Diya Tibrewala, Max Young, Robert Zeltsman, Bradley S. Duerstock, Maxwell Mensah Aug 2025

Examining The Relationship Between Artificial Intelligence And Disability, Luke Abell, Ben Anderson, Andres Arbulu, Cailyn Bowerman, Ethan Brown, Logan Busch, Eliana Chinitz, Shaan Choksi, Charles Clark, Alexander Claure, Meaghan Crites, Amalia Daniell, Stephen Dombrowski, Clara Dotterer, Jordyn Fink, Jake Fox, Akanksha Garg, Ishaan Ghosh, Cristian Gorayeb, Lia Gosselin, Simon Hasik, Alexis Hawkins, Charles Dickerson Iv, Chistopher Johnson, Cj Kulprathipanja, Claire Lindborg, Josh Lorenz, Luke Mcdonald, Daniella Nahnsen, Arwa Neemuchwala, Sage Nichols, Henrique Ortega, Krish Patel, Daniel Paul, Andres Ravelo, Daniel Reyes, Francesca Rovetto, Santiago Sacchini, Juan Santos, Mauricio Saturno, Carter Schaffer, Joey Schlosser, Anna Scroggings, Dylan Smith, Daniel Tejeira, Kenny Teng, Diya Tibrewala, Max Young, Robert Zeltsman, Bradley S. Duerstock, Maxwell Mensah

Undergraduate Coursework

No abstract provided.


La Emboscada Postpoética De Agustín Fernández Mallo: Física, Cognición, Contemporaneidad, Entropía, Candelas Gala Aug 2025

La Emboscada Postpoética De Agustín Fernández Mallo: Física, Cognición, Contemporaneidad, Entropía, Candelas Gala

Purdue Studies in Romance Literatures

La emboscada postpoética de Agustín Fernández Mallo: física, cognición, contemporaneidad, entropía analyzes the poet’s proposal to rescue, with his Postpoetry, official poetry from its sclerotic stagnation due to its fidelity to worn-out premises, to recover a language connected with matter, and to renew its cognitive value. By means of byways (or drifting) through different disciplines, Postpoetry shares space with television, pop music, videos, the Internet, cinema, the arts, publicity, and the sciences, physics in particular. Postpoetry illuminates the intersection between the tranquility that tradition provides and the disquiet that comes with novelty. There is an ambush because, like Odysseus with …


Flowing Progress: Transforming The Danube Through Infrastructure, Stefan Dorondel, Luminita Gatejel Aug 2025

Flowing Progress: Transforming The Danube Through Infrastructure, Stefan Dorondel, Luminita Gatejel

Central European Studies

Flowing Progress: Transforming the Danube Through Infrastructure focuses on how different political regimes and forms of governance have imagined and technologically transformed the most international river in the world. Multidisciplinary and drawing on methodologies of history, anthropology of infrastructure, and science, technology, and society, this collection explores the tensions between the river and its natural pulses, the humans that populate its floodplains, state agencies, and infrastructure. The book engages the concept of disturbance to point out the circular and spiraling dynamics between hydrological processes and technopolitical and economic practices. Disturbance denotes a specific type of long-term dynamic between human attempts …


Tutorial: A Guide To Getting Started With The Clinical Fellowship Experience, Christi Masters, Mariel L. Schroeder Aug 2025

Tutorial: A Guide To Getting Started With The Clinical Fellowship Experience, Christi Masters, Mariel L. Schroeder

Department of Speech, Language, and Hearing Sciences Faculty Publications

Purpose:

The clinical fellowship (CF) experience is a pivotal time for speech-language pathologists as it marks the transition from being a student clinician to practicing as an independent clinician. The Clinical Fellow embarks on this process with the support of a CF mentor, who serves a critical role in supporting the development and growth of a new professional. The Clinical Fellow and mentor must also consider the standards and implementation procedures defined by the Council for Clinical Certification in Audiology and Speech-Language Pathology (CFCC) for the Clinical Fellow to successfully obtain the American Speech-Language-Hearing Association (ASHA) Certificate of Clinical Competence …


Reviewing The Need For Subject-Specific Regional Professional Development Opportunities For Business Librarians, Annette Bochenek, Heather A. Howard Aug 2025

Reviewing The Need For Subject-Specific Regional Professional Development Opportunities For Business Librarians, Annette Bochenek, Heather A. Howard

Libraries Faculty and Staff Scholarship and Research

This paper reviews the need for regional professional development opportunities for business librarians, examining the benefits and drawbacks that business librarians experience when attending national, subject-specific, and regional conferences, from the perspective of the creators and organizers of the Midwest Business Librarian Summit (MBLS). Using information gained regarding what benefits librarians seek when considering conference attendance as well as the obstacles or challenges experienced, this paper offers information about extant regional conferences for business librarians as well as suggestions for developing an in-person, subject-specific regional conference targeted toward business librarians.


A Deep Learning Framework With Explainable Ai For Atmospheric Blocking Detection And Interpretation, Devansh Khandelwal Aug 2025

A Deep Learning Framework With Explainable Ai For Atmospheric Blocking Detection And Interpretation, Devansh Khandelwal

Discovery Undergraduate Interdisciplinary Research Internship

Atmospheric blocking is a large-scale quasi-stationary phenomenon in mid-latitude circulation, characterized by persistent high-pressure systems that disrupt the typical west-to-east flow of the jet stream. These systems can cause extreme weather events—such as heatwaves, cold spells, or droughts—that persist for days or even weeks. This study proposes a deep learning framework to predict and interpret the occurrence of atmospheric blocking by integrating geophysical precursors such as geopotential height (Z500), stream function (SF200), and potential vorticity. These features, which are dynamically linked to blocking onset and persistence, serve as inputs to a Convolutional Neural Network model trained on the CESM Large …


Crop Yield Prediction At Multiple Spatial Scales With Statistical Machine Learning, Vaibhav Charan, Pratishtha Poudel Aug 2025

Crop Yield Prediction At Multiple Spatial Scales With Statistical Machine Learning, Vaibhav Charan, Pratishtha Poudel

Discovery Undergraduate Interdisciplinary Research Internship

Understanding and accurately predicting crop yield is becoming increasingly important today in the face of global food security challenges, and thus, the availability of standardized data and scalable models is the need of the hour. To support this, researchers have developed CY-Bench (Crop Yield Benchmark), a comprehensive dataset that helps forecast maize and wheat yields on a global scale. This research project primarily involved working with the CY-Bench dataset aiming to improve crop yield prediction through machine learning. Initially, papers explaining the CY-Bench dataset and other papers for agriculture modeling were studied and analyzed in detail. The research then progressed …


Impact Flc Report Spring 2025: A Report By The Impact Evaluation Team, Evaluation And Learning Research Center, Impact Evaluation Team Aug 2025

Impact Flc Report Spring 2025: A Report By The Impact Evaluation Team, Evaluation And Learning Research Center, Impact Evaluation Team

IMPACT Reports

This is the 2025 Spring report of Instruction Matters: Purdue Academic Course Transformation (IMPACT) Week. IMPACT was created in 2010, and is a large collaborative initiative on the Purdue West Lafayette campus involving multiple key partners across campus including the Office of the Provost, Center for Instructional Excellence (CIE), Purdue Online (PO), Purdue Libraries and School of Information Studies (Libraries), the Evaluation and Learning Research Center (ELRC), and Institutional Data Analytics and Assessment (IDA+A). IMPACT works with instructors to redesign large enrollment, foundational courses with the aim of engaging students more fully in their learning and creating a more student-centered …


Building Elementary Student Science Skills And Interest: A Reciprocal Engagement Partnership, Lindley Mcdavid, Sandra F. San Miguel Aug 2025

Building Elementary Student Science Skills And Interest: A Reciprocal Engagement Partnership, Lindley Mcdavid, Sandra F. San Miguel

ELRC Presentations

Scholar-practitioner partnerships grounded in community engagement principles focus on mutually beneficial relationships that meet critical community needs while integrating learning, discovery and service. Our research aims to identify how and the degree that a physical activity-based science learning program contributes to students’ science learning and interest while aiming to support the overall wellbeing of a community elementary school that serves families from under resourced (98% free/reduced lunch) and diverse racial and ethnic backgrounds (48% non-white). Partner school teachers and staff members were invited to participate in an interview where they answered questions about their perspectives and experiences with the program …