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    AI4EIC 2023 Annual Workshop

    November 28, 2023 to December 1, 2023
    Catholic University of America, Washington D.C.
    US/Eastern timezone
    Artificial Intelligence for the Electron Ion Collider

    Contact

    Session

    AI/ML in Production, Distributed ML

    Nov 30, 2023, 2:00 PM

    Conveners

    AI/ML in Production, Distributed ML

    • David Lawrence (Jefferson Lab)
    • Rui Zhang (University of Wisconsin-Madison)

    Presentation materials

    There are no materials yet.

    1. 27. Machine learning as a service for HEP using cloud
      Luca Giommi (University of Bologna)
      11/30/23, 2:00 PM
    2. 28. Particle identification with machine learning from incomplete data in the ALICE experiment
      Maja Karwowska (CERN, Warsaw U. of Tech.)
      11/30/23, 2:20 PM
    3. 6. Scalable AI/ML Workflow Management Across Distributed Heterogeneous Resources With PanDA
      Wen Guan (BNL)
      11/30/23, 2:40 PM

      The Production and Distributed Analysis (PanDA) system originating in LHC's ATLAS experiment has been steadily evolving upon a technical foundation of proven scalability and extensibility, extending in recent years to new experiments (Rubin Observatory, sPHENIX) and new capabilities in managing large scale, complex workflows across diverse geographically distributed resources. AI/ML has been a...

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    4. 29. The Exa.TrkX Project
      Xiangyang Ju (Lawrence Berkeley National Laboratory)
      11/30/23, 3:05 PM
    5. 30. ATLAS data analysis using a parallelized workflow on distributed cloud-based services with GPUs
      Jay Sandersara (CERN)
      11/30/23, 3:45 PM
    6. 31. Online Track Reconstruction and Physics Analysis in CLAS12
      Gagik Gavalian (Jefferson Lab)
      11/30/23, 4:10 PM
    7. 32. MLaaS4HEP, Machine Learning for Columnar High Energy Physics Analysis
      Elliott Kaufman (Princeton University)
      11/30/23, 4:30 PM
    8. 33. Discussion
      11/30/23, 4:50 PM
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