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Joint GlueX-EIC-PANDA Machine Learning Workshop

→ 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.

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