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This short article presents a summary of the NetSciEd (Network Science and Education) initiative that aims to address the need for curricula, resources, accessible materials, and tools for introducing K-12 students and the general public to…

Computers and Society · Computer Science 2017-09-21 Hiroki Sayama , Catherine Cramer , Lori Sheetz , Stephen Uzzo

The increased availability of data and computing resources has enabled researchers to successfully adopt machine learning (ML) techniques and make significant contributions in several engineering areas. ML and in particular deep learning…

Machine Learning · Computer Science 2025-02-10 Nunzio A. Letizia

Active Learning (AL) is a well-known teaching method in engineering because it allows to foster learning and critical thinking of the students by employing debate, hands-on activities, and experimentation. However, most educational results…

Computers and Society · Computer Science 2024-06-04 Jonathan Álvarez Ariza

The springing up of Large Language Models (LLMs) has shifted the community from single-task-orientated natural language processing (NLP) research to a holistic end-to-end multi-task learning paradigm. Along this line of research endeavors…

Computation and Language · Computer Science 2023-10-31 Yuanfeng Song , Yuanqin He , Xuefang Zhao , Hanlin Gu , Di Jiang , Haijun Yang , Lixin Fan , Qiang Yang

While AI's potential in education and professional sports is widely recognized, its application in K-12 physical education (PE) remains underexplored with significant opportunities for innovation. This study aims to address this gap by…

Human-Computer Interaction · Computer Science 2025-02-26 Dakyeom Ahn , Hajin Lim

Physics teaching in engineering programmes poses discipline-specific demands that intertwine conceptual modelling, experimental inquiry, and computational analysis. This study examines nine teaching competences for physics instruction…

Temporary school closures caused by the Covid-19 pandemic have posed new challenges for many teachers and students worldwide. Especially the abrupt shift to online distance learning posed many obstacles to be overcome and it particularly…

Computers and Society · Computer Science 2021-05-21 Christian Giang , Lucio Negrini

The objective of this paper is to describe a development of an innovative approach to enable students studying science, technology, engineering, and mathematics (STEM) to apply the concepts learned in physics and mathematics to engineering…

Physics Education · Physics 2007-08-21 Roman Ya. Kezerashvili , Candido Cabo , Djafar K. Mynbaev

The LA Program at Oregon State University began in 2014 in one department as an effort to provide support for the implementation of active learning in large enrollment Biology courses. Since its start, the program has spread to include…

Physics Education · Physics 2018-07-16 Ying Cao , Christina Smith , Benjamin David Lutz , Milo Koretsky

We present NetSci High, our NSF-funded educational outreach program that connects high school students who are underrepresented in STEM (Science Technology Engineering and Mathematics), and their teachers, with regional university research…

Social and Information Networks · Computer Science 2014-12-12 Catherine Cramer , Lori Sheetz , Hiroki Sayama , Paul Trunfio , H. Eugene Stanley , Stephen Uzzo

We describe an undergraduate course where physics students are asked to conceive an outreach project of their own. The course alternates between the project conception and teachings about pedagogy and outreach, and ends in a public show. We…

Physics Education · Physics 2016-05-03 Julien Bobroff , Frédéric Bouquet

Web-based applications are highly accessible to users, providing rich, interactive content while eliminating the need to install software locally. However, evolutionary robotics (ER) has faced challenges in this domain as web-based…

Neural and Evolutionary Computing · Computer Science 2014-07-14 Jared Moore , Anthony Clark , Philip McKinley

There is general agreement that creativity and innovation are desirable traits in the toolbox of 21\textsuperscript{st} century engineers, as well as in the future workforce in general. However, there is a dearth of exemplars, pedagogical…

Physics Education · Physics 2013-08-13 F. V. Kowalski , S. E. Kowalski , P. B. Kohl , V. H. Kuo

Recently, introducing computer science and educational robots in compulsory education has received increasing attention. However, the use of screens in classrooms is often met with resistance, especially in primary school. To address this…

We describe a summer outreach program developed to cultivate interest in physics in particular and physical sciences more broadly among high school and early college students using small projects in the Python programming language. We…

Physics Education · Physics 2024-06-13 Raúl Briceño , Ted Rogers

With a trend toward becoming more and more information and communication based, learning services and processes were also evolved. E-learning comprises all forms of electronically supported learning and teaching. The information and…

Computers and Society · Computer Science 2021-05-18 Abbas Najafizadeh , Maryam Saadati , S. Mahdi Jamei , S. Shervin Ostadzadeh

This work reports on results from the first national study of the impact of student facilitation of informal physics outreach programs on their physics identity, sense of belonging, and essential career skill development. Drawing on results…

Physics Education · Physics 2025-05-16 Jonathan D. Perry , Toni Sauncy , Susan White , Rachel L Ivie , John Tyler , Tatiana Erukhimova

There is an increasing worldwide demand for people educated into science and technology. Unfortunately, girls and underprivileged students are often underrepresented in Science, Technology, Engineering and Mathematics (STEM) education…

Computers and Society · Computer Science 2016-08-12 Francis wyffels , Willem Van de Steene , Jelle Roets , Maria-Cristina Ciocci , Juan Pablo Carbajal

Electronic design automation (EDA) addresses placement, routing, timing analysis, and power-integrity verification for integrated circuits. Learning methods -- attention (Transformer) and reinforcement learning (RL) -- have recently emerged…

Machine Learning · Computer Science 2026-05-12 Zetao Yang

As a consequence of the increasing influence of machine learning on our lives, everyone needs competencies to understand corresponding phenomena, but also to get involved in shaping our world and making informed decisions regarding the…

Computers and Society · Computer Science 2023-05-12 Tilman Michaeli , Stefan Seegerer , Lennard Kerber , Ralf Romeike
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