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Workshop on Machine Learning Methods at the LHC

17 Oct 2022, 10:00 → 21 Oct 2022, 12:30 Europe/Athens

B012 (ΘΕΕ02)

B012

ΘΕΕ02

Physics Computing Lab (UCY Department of Physics - Aglantzia Campus)

Fotios Ptochos (University of Cyprus (CY))

Description

Workshop on machine learning methods at the LHC by Dr. Loukas Gouskos (CERN).

Monday 17 October
- 10:00 → 11:00
  
  Lecture 1: Intro to machine learning, dense neural networks 1h
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221017-071240_Recording_1760x900.mp4
- 11:15 → 12:30
  
  Hands-on tutorial 1h 15m
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221017-085109_Recording_1760x900.mp4
  
  lg-cyprus-ml-handson.pdf
Tuesday 18 October
- 10:00 → 11:00
  
  Lecture 2: Convolutional neural networks 1h
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221018-071035_Recording_1760x900.mp4
- 11:15 → 12:30
  
  Hands-on tutorial 1h 15m
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221018-083816_Recording_1760x900.mp4
Wednesday 19 October
- 09:00 → 10:00
  
  Lecture 3: Graph neural networks 1h
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221019-061008_Recording_1760x900.mp4
  
  lg-cyprus-ml-day3.pdf
- 15:00 → 16:00
  
  Hands-on tutorial 1h
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221019-122036_Recording_1760x900.mp4
Thursday 20 October
- 10:00 → 11:00
  
  Lecture 4: ParticleNet I 1h
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221020-071842_Recording_1440x900.mp4
- 11:15 → 12:30
  
  Hands-on tutorial 1h 15m
  
  Speaker: Loukas Gouskos (CERN)
  
  GMT20221020-075149_Recording_1440x900.mp4
Friday 21 October
- 10:00 → 11:00
  
  Lecture 5: ParticleNet II 1h
  
  Speaker: Loukas Gouskos (CERN)
- 11:15 → 12:30
  
  Hands-on tutorial 1h 15m
  
  Speaker: Loukas Gouskos (CERN)