3rd ICFA Beam Dynamics Mini-Workshop on Machine Learning Applications for Charged Particle Accelerators

Asia/Seoul
Koreana Hotel, Seoul

Koreana Hotel, Seoul

South Korea
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:

  1. Tuning/optimization/control
  2. Prognostics/alarm handling/anomaly-breakout detection
  3. Data analysis
  4. 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.

 
Participants
  • Alexander Scheinker
  • Andrey Ustyuzhanin
  • Auralee Edelen
  • Bo Gao
  • Brian Schupbach
  • Bryan Jones
  • Cameron Baribeau
  • Chihyung Kim
  • Chong Shik Park
  • Chris Tennant
  • Chuanxiang Tang
  • Chungming Chu
  • Daeho Kwon
  • Daniel Ratner
  • Dengjie Xiao
  • Duncan Scott
  • Eito Iwai
  • Elisabeth Renner
  • Francesco Velotti
  • Frederick (Eric) Cropp
  • Garam HAHN
  • Geun Ho Lee
  • Gyujin Kim
  • Haeryong Yang
  • Hairong Shang
  • Hannah Kockelbergh
  • Hayg Guler
  • Heung-Sik Kang
  • Hirokazu Maesaka
  • Hongping Jiang
  • Hyunchang Jin
  • Ilya Agapov
  • Ivan Finch
  • Jonathan Edelen
  • Ju Jinsik
  • Juan Luis Fernandez Hernando
  • Jun Ho Ko
  • Kevin Shing Bruce Li
  • Ki Moon Nam
  • Kyle Hazelwood
  • MunGyung Kim
  • Myung Hoon Cho
  • Nikita Kuklev
  • Raimund Kammering
  • Ross Titmarsh
  • Ryan Roussel
  • SeokHo Moon
  • Seongbin Kim
  • Sergey Tomin
  • Seunghyun Lee
  • Sichen Li
  • Tobias Boltz
  • Tong Zhang
  • Wooseong Cho
  • Xin Qi
  • Xu Xingyi
  • Yine Sun
  • Yongcheng He
  • Yonggyun Yu
  • Yujong Kim
  • Yunzhi Huang
  • Zhe Zhang
  • Zhijun Wang
  • Zihan Zhu
    • 08:00 09:00
      Registration
    • 09:00 09:25
      Welcome
    • 09:25 10:15
      ML Tutorial
    • 10:15 10:40
      Coffee break 25m
    • 10:40 11:50
      ML Tutorial
    • 11:50 13:25
      Lunch 1h 35m
    • 13:25 15:30
      ML Tutorial
    • 15:30 15:55
      Coffee break 25m
    • 15:55 17:35
      ML Tutorial
    • 18:00 20:00
      Social event

      Tour of Deoksugung Palace & Dinner

    • 08:30 09:00
      Registration
    • 09:00 10:15
      Session
    • 10:15 10:40
      Coffee break 25m
    • 10:40 11:50
      Session
    • 11:50 13:25
      Lunch 1h 35m
    • 13:25 15:30
      Session
    • 15:30 15:55
      Coffee break 25m
    • 15:55 18:20
      Session
    • 08:30 10:15
      Session
    • 10:15 10:40
      Coffee break 25m
    • 10:40 13:00
      Session
    • 13:00 13:50
      Poster session: with Light meal
    • 13:50 15:55
      Session
    • 15:55 16:20
      Coffee 25m
    • 16:20 18:20
      Session
    • 19:00 20:00
      Dinner
    • 09:00 11:05
      Summary
    • 12:00 21:30
      PAL Tour