[PDF][PDF] A review of mathematical modeling in engineering education

JA Lyon, AJ Magana - International Journal of Engineering Education, 2020 - ijee.ie
Mathematical modeling is both an important tool to professional engineers and instructional
method in engineering education. This paper reviews the literature around mathematical …

Modeling and simulation practices for a computational thinking‐enabled engineering workforce

AJ Magana, G Silva Coutinho - Computer Applications in …, 2017 - Wiley Online Library
Computational thinking has been recognized as a collection of understandings and skills
required for new generations of students not only proficient at using tools, but also at …

The use of engineering model‐building activities to elicit computational thinking: A design‐based research study

JA Lyon, AJ Magana - Journal of Engineering Education, 2021 - Wiley Online Library
Background Computation and computational thinking are of great interest to both
engineering research and teaching communities. Effective learning environments are …

Computational thinking growth during a first-year engineering course

NVM Diaz, R Meier, DA Trytten… - 2020 IEEE Frontiers in …, 2020 - ieeexplore.ieee.org
This full research-track paper demonstrates growth in computational thinking in a cohort of
engineering students completing their first course in engineering at a large Southwestern …

Modeling and simulation practices in engineering education

AJ Magana, T de Jong - Computer Applications in Engineering …, 2018 - Wiley Online Library
Much can be learned from the vast work on the use of computer simulations for inquiry
learning for the integration of modeling and simulation practices in engineering education …

Scaffolded team-based computational modeling and simulation projects for promoting representational competence and regulatory skills

AJ Magana, J Arigye, A Udosen, JA Lyon… - International Journal of …, 2024 - Springer
Background This study posits that scaffolded team-based computational modeling and
simulation projects can support model-based learning that can result in evidence of …

Analyzing students' computational thinking practices in a first-year engineering course

LMC Castro, AJ Magana, KA Douglas, M Boutin - IEEE Access, 2021 - ieeexplore.ieee.org
This study investigates the relationship between two related computational thinking
practices: data practices and computational problem-solving practices in acquiring related …

Modeling and simulation in engineering education: A learning progression

AJ Magana - Journal of Professional Issues in Engineering …, 2017 - ascelibrary.org
This study used a Delphi technique to identify relevant modeling and simulation practices
required in present-day workplace engineering. Participants consisted of 37 experts divided …

Characterizing the interplay of cognitive and metacognitive knowledge in computational modeling and simulation practices

AJ Magana, HW Fennell, C Vieira… - Journal of Engineering …, 2019 - Wiley Online Library
Background Modeling and simulation practices have become commonplace in modern
engineering, but in‐depth research on the development of modeling and simulation …

Providing students with agency to self-scaffold in a computational science and engineering course

C Vieira, AJ Magana, A Roy, M Falk - Journal of Computing in Higher …, 2021 - Springer
This study implements a design-based research approach to design and evaluate different
scaffolding strategies for supporting student learning as well as promoting student agency …