Name: 3rd ICFA Beam Dynamics Mini-Workshop on Machine Learning Applications for Charged Particle Accelerators
Start: 2020-07-07T08:00:00+09:00
End: 2020-07-10T22:30:00+09:00
Location: Koreana Hotel, Seoul

Description

The third ICFA Mini-Workshop on Machine Learning CANCELED

Due to the current situation of COVID-19 the workshop has cancelled. We'll let you know when the schedule is updated.

We are pleased to announce the third ICFA Mini-Workshop on Machine Learning, to be held at KOREANA Hotel, Seoul, Korea, from July 7 to 10, 2020 (Canceled). 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 be split into four sequential topics:

Tuning/optimization/control
Prognostics/alarm handling/anomaly-breakout detection
Data analysis
Simulations/modeling

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.

Those interested are encouraged to join a day of tutorials on Tuesday. The main workshop will begin on Wednesday.

Please contact the organizers if you are interested to attend.