Expertini Research Research

Browse Research Papers

694+ open-access research outputs.

✕ Clear
🔍 models 📂 Education 📄 Preprint
Showing 694 results for "models" in Education · Preprint
Education Preprint PDF DOI

Beyond Project-Based Learning: Conference-Style Writing as Authentic Assessment in Interdisciplinary Quantum Engineering Education

Nischal Binod Gautam, Enrique P. Blair · 2026

Project-based learning is recognized as an effective approach for improving engagement and applied understanding in STEM education. In quantum engineering courses, however, the question is no longer o…

Read Paper →
Education Preprint PDF DOI

Locating acts of mechanistic reasoning in student team conversations with mechanistic machine learning

Kaitlin Gili, Mainak Nistala, Kristen Wendell, Michael C. Hughes · 2026

STEM education researchers are often interested in identifying moments of students' mechanistic reasoning for deeper analysis, but have limited capacity to search through many team conversation transc…

Read Paper →
Education Preprint PDF DOI

The Research Guide: From Informal Role to Profession

Sergey V. Samsonau, Matthew Pearce · 2026

Guiding others through authentic scientific research outside of PhD programs has been practiced for decades in specialized secondary schools, undergraduate research programs, and independent settings.…

Read Paper →
Education Preprint PDF DOI

Building an Affordable Self-Driving Lab: Practical Machine Learning Experiments for Physics Education Using Internet-of-Things

Yang Liu, Qianjie Lei, Xiaolong He, Yizhe Xue, Kexin He, Haitao Yang, Yong Wang, Xian Zhang, Li Yang, Yichun Zhou, Ruiqi Hu, Yong Xie · 2026

Machine learning (ML) is transforming modern physics research, but practical, hands-on experience with ML techniques remains limited due to cost and complexity barriers. To address this gap, we introd…

Read Paper →
Education Preprint PDF DOI

Multidimensional Profiles of Critical Thinking in Physics Labs: Latent Structure, Instructional Change, and Connections to Physics Identity

Marcus Kubsch, Natasha G. Holmes, Antti Lehtinen · 2026

The Physics Lab Inventory of Critical Thinking (PLIC) measures three components of students' critical thinking in physics labs: evaluating data, evaluating methods, and proposing next steps. Prior wor…

Read Paper →
Education Preprint PDF DOI

Kinematics in Context: The Record Jump of Huaso and Larraguibel as a Teaching Resource for Physics

Mauricio Echiburu, Jose L. Marcos, Rene Rios, Robinson Moreno Martinez · 2026

In 1949, Captain Alberto Larraguibel and his horse Huaso set the world record for equestrian high jump in Vi\~na del Mar, Chile, by clearing a height of 2.47 meters, a mark that remains unbeaten. This…

Read Paper →
Education Preprint PDF DOI

Roller coaster dynamics -- from point particles to a continuum model using Lagrange density

Michael Kaschke, Holger Cartarius · 2026

Analyzing the motion of a roller coaster allows for an instructive introduction of various theoretical concepts in a concrete and enjoyable context. We start by modeling the roller coaster train as a …

Read Paper →
Education Preprint PDF DOI

A Low-Cost Teapot Effect Experiment for Introductory Physics

Yu-Chen Guo, Jin-Ming Wang, Ying-Xin Li · 2026

The teapot effect refers to the tendency of a poured liquid to cling to the lip of a container and run down the outside. It is a familiar but physically rich example of flow separation. We present a l…

Read Paper →
Education Preprint PDF DOI

Criterion-referenceability determines LLM-as-a-judge validity across physics assessment formats

Will Yeadon, Tom Hardy, Paul Mackay, Elise Agra · 2026

As large language models (LLMs) are increasingly considered for automated assessment and feedback, understanding when LLM marking can be trusted is essential. We evaluate LLM-as-a-judge marking across…

Read Paper →
Education Preprint PDF DOI

Modeling Active Learning Classrooms

Olive Ross, Meagan Sundstrom, N.G. Holmes · 2026

Over the past several decades, a large body of research has shown that undergraduate science students learn more and more equitably in classrooms that are not entirely lecture-based. Non-lecture activ…

Read Paper →
Education Preprint PDF DOI

Investigating student perceptions of creativity and generative ai in computational physics

Pachi Her, Patti Hamerski · 2026

Generative Artificial Intelligence (gen-AI) is rapidly becoming more integrated into today's classrooms in all ranges of education. In higher education, Gen-AI is often seen as a resource for students…

Read Paper →
Education Preprint PDF DOI

How Well Do AI Systems Solve AP Physics? A Comparative Evaluation of Large Language Models on Algebra-Based Free Response Questions

Bilas Paul, Jashandeep Kaur, Shantanu Chakraborty, Shruti Shrestha · 2026

The rapid advancement of LLMs has generated growing interest in their potential role in physics education and assessment, yet a focused evaluation of their performance on multi-faceted, free-response …

Read Paper →
Education Preprint PDF DOI

How undergraduate physics students use generative AI for computational modeling

Karl Henrik Fredly, Tor Ole B. Odden, Benjamin M. Zwickl · 2026

Generative artificial intelligence (genAI) is becoming increasingly prevalent and capable in physics, particularly for programming-related tasks. How, then, does genAI affect students' computational m…

Read Paper →
Education Preprint PDF DOI

Particle Dobble -- Exploring the Particle Zoo

Lukas Mientus, Anna Ruechel, Karsten Kalke, Andreas Borowski · 2026

Particle Dobble is an open-access, gamified learning tool designed to address persistent misconceptions in particle physics education by symbolically representing elements of the Standard Model. Aimed…

Read Paper →
Education Preprint PDF DOI

Perfect score on IPhO 2025 theory by Gemini agent

Yichen Huang · 2026

The International Physics Olympiad (IPhO) is the world's most prestigious and renowned physics competition for pre-university students. IPhO problems require complex reasoning based on deep understand…

Read Paper →
Education Preprint PDF DOI

Physics Education under the Application of Artificial Intelligence: Bibliometric Analysis Based on Web of Science Core Library (2021-2025)

Chengtian Liang, Yike Qian, Yixuan Lin, Yu Wang · 2026

The rapid development of artificial intelligence technology is driving the transformation of physics education from traditional models to intelligent and data-driven approaches. To explore the evoluti…

Read Paper →
Education Preprint PDF DOI

Tinkering in Primary School: From Episode to Science Practice

S. Rini, S. Ricciardi · 2026

This study discusses the opportunity to integrate tinkering, a constructionist practice, into formal education, highlighting its potential and challenges. We propose a model through which teachers can…

Read Paper →
Education Preprint PDF DOI

Curiosity Over Hype: Modeling Motivation Language to Understand Early Outcomes in a Selective Quantum Track

Daniella Alexandra Crysti Vargas Saldana, Freddy Herrera Cueva · 2026

We study whether latent motivation signals in short Spanish admission responses predict engagement and performance in an early quantum computing pathway run by QuantumHub Peru. We analyze N=241 applic…

Read Paper →
Education Preprint PDF DOI

Navigating Hype, Interdisciplinary Collaboration, and Industry Partnerships in Quantum Information Science and Technology: Perspectives from Leading Quantum Educators

Liam Doyle, Fargol Seifollahi, Chandralekha Singh · 2026

The rapid advancement of quantum information science and technology (QIST) has generated significant attention from people in academia, industry, and the public. Recent advances in QIST have led to bo…

Read Paper →
Education Preprint PDF DOI

Spreading viscous fluids on a horizontal surface: project-based learning in fluid mechanics

R. Bolanos-Jimenez, P. L. Luque-Escamilla · 2026

The spreading of a thin viscous fluid film on a horizontal surface is an interesting problem in fluid mechanics with many practical applications ranging from coating processes to biological systems an…

Read Paper →
Page 1 of 35 Next →