Useful Resources
Here I list some useful things that I have made over the years, such as visualisations or instructional materials. Unless otherwise stated, all materials are licensed under the Creative Commons Attribution 4.0 International License; please feel free to use them as you wish!
Visualisations for talks
Instructional materials
University-level materials
Introduction to Bayesian statistics for Particle Physics
Lecture notes, setting up some basic notation and ideas for the following notebooks.
Annotated Colab notebook demonstrating how to conduct a simple peak search in toy particle physics data using HMC/NUTS.
Annotated Colab notebook demonstrating how to conduct a simple peak search in toy particle physics data with variational inference, referencing the earlier HMC/NUTS notebook. This notebook includes an activity at the end for students to try out, and was originally designed as a classroom activity for a Bayesian statistics lecture.
Pre-tertiary materials
I occasionally create materials for elementary/primary school students with my (dear) wife, who is an elementary school teacher.
Plant adaptations activity (pdf, dropbox link). This worksheet is designed to align with TEKS 4.13.A, though it is quite generic so it should be broadly applicable! In this one-page worksheet, students are asked to identify and explain two plant adaptations in their school garden.