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This resource letter provides a guide to research-based assessment instruments (RBAIs) of physics and astronomy content. These are standardized assessments that were rigorously developed and revised using student ideas and interviews,…

Physics Education · Physics 2017-04-05 Adrian Madsen , Sam McKagan , Eleanor C Sayre

We introduce an interactive online resource for use by students and college instructors in introductory astronomy courses. The General Education Astronomy Source (GEAS) online tutor guides students developing mastery of core astronomical…

Physics Education · Physics 2015-05-04 Nicole P. Vogt , Amy Smith Muise

In this work, I present an automatic system for the evaluation of closed-type exercises in physics at the high school level or in the first year of a degree where physics is a mandatory course. It is expected that this will allow students…

Physics Education · Physics 2023-02-17 Juan Jose. Jimenez-Torres

The impact of autonomous systems on astrophysics can be just as revolutionary as in our daily lives. This paper includes the following so that the astrophysics community can realize the benefits of autonomous systems: description of…

Instrumentation and Methods for Astrophysics · Physics 2020-09-17 Rashied Amini , Steve Chien , Lorraine Fesq , Jeremy Frank , Ksenia Kolcio , Bertrand Mennsesson , Sara Seager , Rachel Street

Electronically Assisted Astronomy consists in capturing deep sky images with a digital camera coupled to a telescope to display views of celestial objects that would have been invisible through direct observation. This practice generates a…

Instrumentation and Methods for Astrophysics · Physics 2023-11-20 Olivier Parisot , Pierrick Bruneau , Patrik Hitzelberger

We shall present with examples how analysis of astronomy data can be used for an educational purpose to train students in methods of data analysis, statistics, programming skills and research problems. Special reference will be made to our…

Physics Education · Physics 2022-01-05 Priya Hasan , S N Hasan

Understanding astrophysical and cosmological processes can be challenging due to their complexity and lack of intuitive analogies. To address this, we present \texttt{AstronomyCalc}, a Python package specifically designed to aid…

Physics Education · Physics 2025-11-26 Sambit K. Giri

We present a study of LLM integration in final-year undergraduate astronomy education, examining how students develop AI literacy through structured guidance and documentation requirements. We developed AstroTutor, a domain-specific…

Physics Education · Physics 2026-04-09 Yuan-Sen Ting , Teaghan O'Briain

Computational skills are required across all astronomy disciplines. Many students enter degree programs without sufficient skills to solve computational problems in their core classes or contribute immediately to research. We recommend…

Physics Education · Physics 2016-06-08 M. Zingale , F. X. Timmes , R. Fisher , B. W. O'Shea

This Resource Letter provides a guide to research-based assessment instruments (RBAIs) for physics and astronomy classes, but goes beyond physics and astronomy topics to include: attitudes and beliefs about physics, epistemologies and…

Physics Education · Physics 2019-05-22 Adrian Madsen , Sarah B. McKagan , Eleanor C Sayre , Cassandra A Paul

Hundreds of thousands of astronomy education activities exist, but their discoverability and quality is highly variable. The web platform for astronomy education activities, astroEDU, presented in this paper tries to solve these issues.…

Instrumentation and Methods for Astrophysics · Physics 2015-02-04 Pedro Russo , Edward Gomez , Thilina Heenatigala , Linda Strubbe

Bottlenecks such as the latency in correcting assignments and providing a grade for Massive Open Online Courses (MOOCs) could impact the levels of interest among learners. In this proposal for an auto-grading system, we present a method to…

Computers and Society · Computer Science 2018-12-04 Swapneel Mehta , Chirag Raman , Nitin Ayer , Sameer Sahasrabudhe

Astronomy is experiencing a rapid growth in data size and complexity. This change fosters the development of data-driven science as a useful companion to the common model-driven data analysis paradigm, where astronomers develop automatic…

Instrumentation and Methods for Astrophysics · Physics 2019-04-17 Dalya Baron

The present situation of the teaching-learning relationship in astronomy is rarely investigated in our country. This is so, even when it is widely recognized that astronomy is an integral discipline, at the crossroads of advances in…

Physics Education · Physics 2008-09-17 Alejandro Gangui , Maria Iglesias , Cynthia Quinteros

Large, freely available, well-maintained data sets have made astronomy a popular playground for machine learning projects. Nevertheless, robust insights gained to both machine learning and physics could be improved by clarity in problem…

Instrumentation and Methods for Astrophysics · Physics 2025-02-13 Johannes Buchner , Sotiria Fotopoulou

We describe an implementation of a semi-automated review system for the astrophysics literature. Registered users identify names under which they publish, and provide scores for individual papers of their choosing. Scores are held…

Astrophysics · Physics 2007-05-23 Robert E. Rutledge

Open-ended assignments - such as lab reports and semester-long projects - provide data science and statistics students with opportunities for developing communication, critical thinking, and creativity skills. However, providing grades and…

Other Statistics · Statistics 2025-01-15 Federica Zoe Ricci , Catalina Mari Medina , Mine Dogucu

Physics analysis in astroparticle experiments requires the capability of recognizing new phenomena; in order to establish what is new, it is important to develop tools for automatic classification, able to compare the final result with data…

Neural and Evolutionary Computing · Computer Science 2009-11-10 A. De Angelis , P. Boinee , M. Frailis , E. Milotti

Clustering objects into synthetic groups is a natural activity of any science. Astrophysics is not an exception and is now facing a deluge of data. For galaxies, the one-century old Hubble classification and the Hubble tuning fork are still…

Astrophysics of Galaxies · Physics 2015-08-28 Didier Fraix-Burnet , Marc Thuillard , Asis Kumar Chattopadhyay

Because undergraduate participation in research is a longstanding and increasingly important aspect of the career path for future scientists, students can benefit from additional resources to introduce them to the culture and process of…

Physics Education · Physics 2012-08-24 Nathan E. Sanders , Susanna Kohler , Elisabeth Newton , the Astrobites collaboration
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