A Journey in Implementing Computational Physics from the Ground Up

TL;DR

This paper describes a structured approach to integrating computational physics into the curriculum through progressively advanced courses, demonstrating how computing skills can be effectively taught at various educational levels.

Contribution

It presents a comprehensive, tiered curriculum design for teaching computational physics from high school to graduate level, emphasizing pedagogical strategies and course progression.

Findings

Successful implementation of courses across educational levels

Increased student engagement with computational methods

Framework serves as a guide for educators in curriculum development

Abstract

This chapter narrates the journey of developing and integrating computing into the physics curriculum through three consecutive courses, each tailored to the learners' level. It starts with the entry-level "Physics Playground in Python" for high school and freshman students with no programming experience, designed in the spirit of the "Hello World" approach. At the sophomore and junior level, students from all sciences and engineering disciplines learn "Scientific Computing with Python" in an environment based on the "Two Bites at Every Apple" approach. Ultimately, upper undergraduate and entry-level graduate students take "Computational Physics," to develop their skills in solving advanced problems using complex numerical algorithms and computational tools. This journey showcases the increasing complexity and sophistication of computational tools and techniques that can be incorporated into the physical science curriculum, serving as a guide for educators looking to integrate computing into their teaching. It also aims to inspire students by showcasing the impact and potential of computational methods in science education and research.