Mar 5 – 8, 2024
Lahan Select Gyeongju, South Korea
Asia/Seoul timezone

We are pleased to announce the 4th ICFA Beam Dynamics Mini-Workshop on Machine Learning for Particle Accelerators will be held in Gyeongju, South Korea. The goal of this workshop is to help build a world-wide community of researchers interested in applying machine learning techniques to particle accelerators.

The workshop will consist of six topics:

  1. Analysis & Diagnostics
  2. Anomaly Detection / Failure Prediction
  3. Infrastructure / Deployment Workflows
  4. Optimization & Control
  5. Modeling Approaches
  6. Lessons Learned


  1. Reinforcement Learning
  2. Model Adaptation / Up-keep
  3. Transformers for Timeseries Prediction

Talks will include both accelerator physicists and computer scientists. This workshop has the following goals:

  • Collect and unify the community’s understanding of the relevant state-of-the-art ML techniques.
  • Provide a simple tutorial of machine learning for accelerator physicists and engineers.
  • Seed collaborations between laboratories, academia, and industry.

Please contact the organizers if you are interested in attending.



Lahan Select Gyeongju, South Korea
Lahan Select Gyeongju, South Korea
Go to map

Pohang Accelerator Laboratory
Address : 80 Jigokro-127-beongil, Nam-gu, Pohang, Gyeongbuk, Republic of Korea (37673)
Director : Heung-Sik Kang  |  Business Registration Number : 506-82-06755
Phone : +82-54-279-1050  |  E-mail :