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TADAML 2025 - Telescope Array Data Analysis & Machine Learning Workshop 2025

→ Asia/Taipei
Institute of Physics, Academia Sinica

Institute of Physics, Academia Sinica

No. 128, Sec. 2, Academia Rd., Nangang Dist., Taipei City 115201, Taiwan (R.O.C.)
Anatoli Fedynitch (Institute of Physics, Academia Sinica), Anton Prosekin (Institute of Physics, Academia Sinica), Hiroyuki Sagawa (ICRR, The University of Tokyo), Karolin Hymon (Institute of Physics, Academia Sinica), Kozo Fujisue (Institute of Physics, Academia Sinica), Stefan Frรถse (Institute of Physics, Academia Sinica)
Description

We are happy to announce the international Telescope Arrayย Data Analysis & Machine Learning Workshop 2025 (TADAML 2025) at Academia Sinica!

The workshop will bring together the developers of a next-generation event reconstruction method, data analyzers, and PIs from the Telescope Array collaboration. The aim of the workshop is to:

  1. Report about ongoing efforts or planned machine learning projects in TA.
  2. Education for students and collaborators in machine learning methods.
  3. Hands-on training for modern computational methods and data analysis applied to TA.

We will provide travel support for limited participants from nearby regions. Please register and apply as soon as possible, indicating whether you require travel support.

We acknowledge the Academia Sinica, Taiwan's National Science and Technology Council (NSTC) program, and the Core-to-Core program of the Japan Society for the Promotion of Science (JSPS) for generously supporting the workshop. We also acknowledge the "JSPS Grant-in-Aid for Scientific Research (C) 24K07064" for their support.

Remote participation will be possible via Zoom.

Contact: stefanfroese@as.edu.tw

poster
Organizers
Registration
Registration
24 / 20
Participants
24 View full list
  • Wednesday 15 October
    • 09:00 → 09:15
      Organization: Welcome & Introduction Auditorium 1F

      Auditorium 1F

      Institute of Physics, Academia Sinica
      welcome.pdf
      zoom link.pdf
    • 09:15 → 10:30
      Participant Talks: Tial and Error Auditorium 1F

      Auditorium 1F

      Institute of Physics, Academia Sinica
      • 09:15
        Measurement of cosmic ray energy spectra with data recorded by the TALE SD 25m
        Speaker: Ichiro Komae (Osaka Metropolitan University)
        251015_TADAML_ikomae_v1.pdf
      • 09:40
        TALE infill SD reconstruction 25m
        Speaker: Haruto Matsushita (Osaka Metropolitan University)
        202510_TADAML_matsushita_v3.pdf
      • 10:05
        Muon study with TA SD 25m
        Speaker: Keitaro Fujita (Institute for Cosmic Ray Research, The University of Tokyo)
        muonRNN_251015.pdf
    • 10:30 → 10:50
      Coffee Break 20m
    • 10:50 → 12:30
      Participant Talks: Trial and Error Auditorium 1F

      Auditorium 1F

      Institute of Physics, Academia Sinica
      • 10:50
        Study of muons from UHECR wth TA 25m
        Speaker: Yuta Tange (ICRR)
        MLWS_slide_ytange_v2.pdf
      • 11:15
        Analysis of Inclined Air Showers Observed by the Surface Detector Arrays of TA 25m
        Speaker: Chisato Koyama (ICRR, The University of Tokyo)
        TA_DAML_ws_251015.pdf
      • 11:40
        Evaluating the performance of a FAST only reconstruction 25m
        Speaker: Fraser Bradfield (Osaka Metropolitan University)
        TADAML2025_BRADFIELD.pdf
      • 12:05
        CNN Reconstruction of Air Shower Events with TA FD 25m
        Speaker: Nakazawa Kanatoshi (Osaka Electro-Communication University)
        20251015_TADAML@AcademiaSinica_nakazawa.pdf
    • 12:30 → 14:00
      Lunch (on your own) 1h 30m
    • 14:00 → 15:30
      Participant Talks: Trial and Error Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      • 14:00
        Discussion on Using Unsupervised Machine Learning for Anisotropy Analysis 25m
        Speaker: Takayuki Tomida (Shinshu University)
        TA-ML_2025.pdf
      • 14:25
        Discussion on Using Unsupervised Machine Learning for Anisotropy Analysis 25m
        Speaker: Katsuya Yamazaki (Chubu University)
      • 14:50
        Correlation studies between UHECR arrival directions and source candidates 25m
        Speaker: Ryo Higuchi (RIKEN)
        20251015TAML_Higuchi.pdf
    • 15:30 → 15:50
      Coffee Break 20m
    • 15:50 → 17:00
      Participant Talks: Trial and Error Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      • 15:50
        Mass identification of Amaterasu particle using machine learning 25m
        Speaker: Kohei Endo (Osaka Metropolitan University)
        MLWS_1015_kendo.pdf
      • 16:15
        Hybrid Simulation and the Structure of HDF5 for ML Analysis 25m
        Speaker: Atsushi Saito (Shinshu University, Telescope Array, SATORI)
        ASaito_TADAML251015.pdf
      • 16:40
        Convolutional Neural Network For Ultra-High-Energy Cosmic Rays Reconstruction at Telescope Array x4 15m
        Speaker: Jonathan Huang (Department of Physics, National Taiwan University)
        2025TADAML talk present version.pdf
    • 17:00 → 18:00
      Invited Talks: Machine Learning Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      Convener: Ivan Kharuk
  • Thursday 16 October
    • 09:00 → 10:00
      Invited Talks: Machine Learning with the Pierre Auger Observatory Auditorium 1F

      Auditorium 1F

      Institute of Physics, Academia Sinica
      Convener: Jonas Glombitza
    • 10:00 → 10:30
      Invited Talks: Ongoing Discussions Auditorium 1F

      Auditorium 1F

      Institute of Physics, Academia Sinica
    • 10:30 → 11:00
      Coffee Break 30m
    • 11:00 → 12:30
      Hands-On Lecture: Forward Folding Auditorium 1F

      Auditorium 1F

      Institute of Physics, Academia Sinica
      Convener: Kozo Fujisue (Institute of Physics, Academia Sinica)
      da_tadaml.pdf
      DICOS
      dstparser_TADAML2025.pdf
      kernel.pdf
    • 12:30 → 14:00
      Lunch (on your own) 1h 30m
    • 14:00 → 15:00
      Invited Talks: Machine Learning for the Global Cosmic Ray Observatory Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      Convener: Toshihiro Fujii (OMU)
    • 15:00 → 15:30
      Coffee Break 30m
    • 15:30 → 17:00
      Hands-On Lecture: DST Converter Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      Conveners: Dr Anton Prosekin (Institute of Physics, Academia Sinica), Kozo Fujisue (Institute of Physics, Academia Sinica)
      da_tadaml.pdf
      DICOS
      dstparser_TADAML2025.pdf
      kernel.pdf
    • 17:00 → 18:00
      Hands-On Lecture: Q&A, Finishing Up Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      da_tadaml.pdf
      DICOS
      dstparser_TADAML2025.pdf
      kernel.pdf
    • 18:00 → 21:00
      Social Event: Dinner
  • Friday 17 October
    • 09:00 → 10:00
      Data Analysis Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
    • 10:00 → 10:20
      Coffee Break 20m
    • 10:20 → 12:30
      Hands-On Lecture Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      da_tadaml.pdf
      DICOS
      dstparser_TADAML2025.pdf
      kernel.pdf
    • 12:30 → 14:00
      Lunch (on your own) 1h 30m
    • 14:00 → 15:30
      Hands-On Lecture: Forward Folding Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      Convener: Kozo Fujisue (Institute of Physics, Academia Sinica)
      da_tadaml.pdf
      DICOS
      dstparser_TADAML2025.pdf
      kernel.pdf
    • 15:30 → 15:50
      Coffee Break 20m
    • 15:50 → 17:30
      Invited Talks: Future plans with the ML WG, Rapporteur Talk Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
    • 17:30 → 18:00
      Organization: Closing Remarks Seminar Room 5F

      Seminar Room 5F

      Institute of Physics, Academia Sinica
      welcome.pdf
      zoom link.pdf
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