Joint GlueX-EIC-PANDA Machine Learning Workshop

Name: Joint GlueX-EIC-PANDA Machine Learning Workshop
Start: 2020-05-25T08:00:00+02:00
End: 2020-05-29T18:00:00+02:00
Location: GSI

25.05.2020, 08:00 → 29.05.2020, 18:00 Europe/Berlin

KBW Auditorium (GSI)

KBW Auditorium

GSI

GSI Helmholtzzentrum für Schwerionenforschung GmbH Planckstraße 1 64291 Darmstadt

Beschreibung

Workshop postponed! New date will be communicated once it is possible to meet at GSI again.

This is an internal workshop of the GlueX, EIC and PANDA collaboration. The aim of the workshop is to improve the know-how of machine learning techniques usable for the two experiments and to improve the collaboration between them. The workshop aims at beginners and more experienced users/developers. It is organized in a way that there are lectures and tutorials connected to the lectures in the morning and working groups in the afternoon.

Support

r.kliemt@gsi.de

Teilnehmer

43 Vollständige Liste anzeigen

Mo., 25. Mai
- 1
  
  Welcome
- 2
  
  ML for Beginners I
  
  Sprecher: Thomas Stibor (GSI, Darmstadt)
- 15:00
  
  Break
- 3
  
  ML for Beginners I Tutorial
  
  Sprecher: Thomas Stibor (GSI, Darmstadt)
- 16:00
  
  Coffee Break
- 4
  
  ML for Beginners II
  
  Sprecher: Thomas Stibor (GSI, Darmstadt)
- 17:15
  
  Break
- 5
  
  ML for Beginners II Tutorial
  
  Sprecher: Thomas Stibor (GSI, Darmstadt)
Di., 26. Mai
- 6
  
  Particle Identification and Performance Evaluation
  
  Sprecher: Dr. Daniel Lersch (Florida State University)
- 08:45
  
  Break
- 7
  
  Particle Identification and Performance Evaluation
  
  Sprecher: Dr. Daniel Lersch (Florida State University)
- 09:45
  
  Coffee Break - Poster Session
- 8
  
  Particle Tracking
  
  Sprecher: Marcel Kunze (Universität Heidelberg(U_HD_PHYS))
- 11:00
  
  Break
- 9
  
  Particle Tracking
  
  Sprecher: Marcel Kunze (Universität Heidelberg(U_HD_PHYS))
Mi., 27. Mai
- 10
  
  Image Cassification and Data Quality Monitoring
  
  Sprecher: Dr. Thomas Britton (JLab)
- 09:45
  
  Break
- 11
  
  Image Cassification and Data Quality Monitoring
- 10:45
  
  Coffee Break
- 12
  
  The Geneva library: Using massively parallel processing to solve complex optimization problems
  
  Sprecher: Kilian Schwarz (GSI, Darmstadt), Rüdiger Berlich
- 12:00
  
  Break
- 13
  
  Using FPGAs for ML
  
  Sprecher: Dr. Sergey Furletov (JLab)
- 13:00
  
  Lunch Break
- 14
  
  Sub-Detector Parameter Optimization
  
  Sprecher: Dr. Cristiano Fanelli (MIT)
- 14:45
  
  Break
- 15
  
  Working Groups
- 16:00
  
  Coffee Break
- 16
  
  Working Groups
- Workshop dinner
Do., 28. Mai
- 17
  
  Generative Adversarial Networks
  
  Sprecher: Peiyong Jiang (GSI, Darmstadt)
- 09:45
  
  Break
- 18
  
  Generative Adversarial Networks
  
  Sprecher: Peiyong Jiang (GSI, Darmstadt)
- 10:45
  
  Coffee Break
- 19
  
  Image Pre-processing for Event Classification
  
  Sprecher: Cristian Marocico (University of Groningen)
- 12:00
  
  Break
- 20
  
  Deep Learning Event Classification
  
  Sprecher: Cristian Marocico (University of Groningen)
- 13:00
  
  Lunch Break
- 21
  
  ML for Analysis
  
  Sprecher: Dr. Klaus Götzen (GSI, Darmstadt)
- 14:45
  
  Break
- 22
  
  Working Groups
- 16:00
  
  Coffee Break
- 23
  
  Working Groups
Fr., 29. Mai
- 24
  
  Custom Layers and Loss Functions
  
  Sprecher: Dr. David Lawrence (JLab)
- 25
  
  Custom Layers and Loss Functions
- 10:30
  
  Coffee Break
- 26
  
  Hardware aspects for ML
  
  Sprecher: Anastasios Belias (GSI, Darmstadt)
- 27
  
  Presentation WG I
- 28
  
  Presentation WG II
- 29
  
  Closing Remarks