Joint GlueX-EIC-PANDA Machine Learning Workshop

Europe/Berlin
KBW Auditorium (GSI)

KBW Auditorium

GSI

GSI Helmholtzzentrum für Schwerionenforschung GmbH Planckstraße 1 64291 Darmstadt
Description

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.

Participants
  • Adeel Akram
  • Alexander Austregesilo
  • Andrew Schick
  • Anna Scholl
  • Anna Skachkova
  • Chantach Pannon
  • Cristiano Fanelli
  • Curtis Meyer
  • Daniel Lersch
  • David Lawrence
  • Gagik Gavalian
  • Guang Zhao
  • Guoyi Hou
  • Izabela Ciepał
  • Jakapat Kannika
  • Johan Messchendorp
  • Jonathan Zarling
  • Kevin Luckas
  • Klaus Götzen
  • Krzysztof Nowakowski
  • Lioubov Jokhovets
  • Marcel Kunze
  • Michael Dugger
  • Michael Papenbrock
  • Mikhail Barabanov
  • Naomi Jarvis
  • Nathan Brei
  • Pavel Orsich
  • Ralf Kliemt
  • Riccardo Aliberti
  • Richard Jones
  • Sean Dobbs
  • Sebastian Cole
  • Sergey Furletov
  • Thomas Britton
  • Thomas Stibor
  • Tobias Stockmanns
  • Tolga Erbora
  • Viktor Rodin
  • Waleed Esmail
  • Yankun Sun
  • Yong Zhou
  • Yulia Furletova
Support
    • 14:00 14:15
      Welcome 15m
    • 14:15 15:00
      ML for Beginners I 45m
      Speaker: Thomas Stibor (GSI, Darmstadt)
    • 15:00 15:15
      Break 15m
    • 15:15 16:00
      ML for Beginners I Tutorial 45m
      Speaker: Thomas Stibor (GSI, Darmstadt)
    • 16:00 16:30
      Coffee Break 30m
    • 16:30 17:15
      ML for Beginners II 45m
      Speaker: Thomas Stibor (GSI, Darmstadt)
    • 17:15 17:30
      Break 15m
    • 17:30 18:15
      ML for Beginners II Tutorial 45m
      Speaker: Thomas Stibor (GSI, Darmstadt)
    • 08:00 08:45
      Particle Identification and Performance Evaluation 45m
      Speaker: Dr Daniel Lersch (Florida State University)
    • 08:45 09:00
      Break 15m
    • 09:00 09:45
      Particle Identification and Performance Evaluation 45m
      Speaker: Dr Daniel Lersch (Florida State University)
    • 09:45 10:15
      Coffee Break - Poster Session 30m
    • 10:15 11:00
      Particle Tracking 45m
      Speaker: Marcel Kunze (Universität Heidelberg(U_HD_PHYS))
    • 11:00 11:15
      Break 15m
    • 11:15 12:00
      Particle Tracking 45m
      Speaker: Marcel Kunze (Universität Heidelberg(U_HD_PHYS))
    • 09:00 09:45
      Image Cassification and Data Quality Monitoring 45m
      Speaker: 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
      Speakers: Kilian Schwarz (GSI, Darmstadt) , Rüdiger Berlich
    • 12:00 12:15
      Break 15m
    • 12:15 13:00
      Using FPGAs for ML 45m
      Speaker: Dr Sergey Furletov (JLab)
    • 13:00 14:00
      Lunch Break 1h
    • 14:00 14:45
      Sub-Detector Parameter Optimization 45m
      Speaker: Dr Cristiano Fanelli (MIT)
    • 14:45 15:00
      Break 15m
    • 15:00 16:00
      Working Groups 1h
    • 16:00 16:30
      Coffee Break 30m
    • 16:30 18:00
      Working Groups 1h 30m
    • 20:00 23:00
      Workshop dinner
    • 09:00 09:45
      Generative Adversarial Networks 45m
      Speaker: Peiyong Jiang (GSI, Darmstadt)
    • 09:45 10:00
      Break 15m
    • 10:00 10:45
      Generative Adversarial Networks 45m
      Speaker: Peiyong Jiang (GSI, Darmstadt)
    • 10:45 11:15
      Coffee Break 30m
    • 11:15 12:00
      Image Pre-processing for Event Classification 45m
      Speaker: Cristian Marocico (University of Groningen)
    • 12:00 12:15
      Break 15m
    • 12:15 13:00
      Deep Learning Event Classification 45m
      Speaker: Cristian Marocico (University of Groningen)
    • 13:00 14:00
      Lunch Break 1h
    • 14:00 14:45
      ML for Analysis 45m
      Speaker: Dr Klaus Götzen (GSI, Darmstadt)
    • 14:45 15:00
      Break 15m
    • 15:00 16:00
      Working Groups 1h
    • 16:00 16:30
      Coffee Break 30m
    • 16:30 18:00
      Working Groups 1h 30m
    • 09:00 09:45
      Custom Layers and Loss Functions 45m
      Speaker: 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
      Speaker: 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