5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators

We are pleased to announce the 5th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators. 

The goal of this workshop is to bring together the world-wide community of researchers applying machine learning techniques to particle accelerators.

Do not hesitate to share the news (https://indico.cern.ch/e/icfa-ml-2025) with your colleagues and contact the organizers (icfa-ml-2025@cern.ch) with questions or proposals for contributions.

The workshop will consist of these topics:

• Surrogate modelling/digital twins
• Optimisation and Control
• MLOps, Infrastructure, Scalability
• Anomaly Detection and Diagnostics
• LLMs/AI assistants

Tutorials and lecture topics:

• Introduction to Control Theory
• Differentiable simulations
• Multi-objective RL
• LLMs for knowledge retrieval - an introduction