Skip to content

Overview

This page gathers the class material for the 2021 U.S. Particle Accelerator School course on Optimization and Machine Learning for Accelerators.

Agenda

Download

Lecture slides and recordings

Labs

The lab exercises are in Jupyter notebook format, and can be downloaded from the following Github repository: github.com/uspas/2021_optimization_and_ml

During this course, the notebooks will be run on the Radiasoft Jupyter servers, at jupyter.radiasoft.org.

Slack

The course will use the Slack workspace uspas-ml.slack.com for related communication, discussions and questions.