Hi there 👋! My name is Andrea Santamaria Garcia and I am an accelerator physicist interested in machine learning applications to particle accelerators.

You can find here a series of tutorials (lectures + hands-on Python notebooks) that I have used in master level university lectures and specialized accelerator physics conferences and workshops.

The content is targeted to physicists that have little to no previous experience in machine learning.

Hope you find it useful!

• Neural networks
• Bayesian optimization
• Reinforcement learning

If you find any of the content useful and/or you re-use any of the content, please cite it accordingly:

• Neural networks: https://doi.org/10.5281/zenodo.10868900
• Bayesian optimization: https://doi.org/10.5281/zenodo.10792273
• Reinforcement learning: https://doi.org/10.5281/zenodo.12649046