Name: TADAML 2025 - Telescope Array Data Analysis & Machine Learning Workshop 2025
Start: 2025-10-15T08:00:00+08:00
End: 2025-10-17T18:00:00+08:00
Location: Institute of Physics, Academia Sinica

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

from Wednesday, October 15, 2025 (8:00 AM) to Friday, October 17, 2025 (6:00 PM)

Monday, October 13, 2025
Tuesday, October 14, 2025
Wednesday, October 15, 2025

9:00 AM Welcome & Introduction
Welcome & Introduction
9:00 AM - 9:15 AM
Room: Auditorium 1F
9:15 AM Tial and Error
Tial and Error
9:15 AM - 10:30 AM
Room: Auditorium 1F
Contributions

9:15 AM Measurement of cosmic ray energy spectra with data recorded by the TALE SD - Ichiro Komae (Osaka Metropolitan University)

9:40 AM TALE infill SD reconstruction - Haruto Matsushita (Osaka Metropolitan University)

10:05 AM Muon study with TA SD - Keitaro Fujita (Institute for Cosmic Ray Research, The University of Tokyo)
10:30 AM Coffee Break
Coffee Break
10:30 AM - 10:50 AM
10:50 AM Trial and Error
Trial and Error
10:50 AM - 12:30 PM
Room: Auditorium 1F
Contributions

10:50 AM Study of muons from UHECR wth TA - Yuta Tange (ICRR)

11:15 AM Analysis of Inclined Air Showers Observed by the Surface Detector Arrays of TA - Chisato Koyama (ICRR, The University of Tokyo)

11:40 AM Evaluating the performance of a FAST only reconstruction - Fraser Bradfield (Osaka Metropolitan University)

12:05 PM CNN Reconstruction of Air Shower Events with TA FD - Nakazawa Kanatoshi (Osaka Electro-Communication University)
12:30 PM Lunch (on your own)
Lunch (on your own)
12:30 PM - 2:00 PM
2:00 PM Trial and Error
Trial and Error
2:00 PM - 3:30 PM
Room: Seminar Room 5F
Contributions

2:00 PM Discussion on Using Unsupervised Machine Learning for Anisotropy Analysis - Takayuki Tomida (Shinshu University)

2:25 PM Discussion on Using Unsupervised Machine Learning for Anisotropy Analysis - Katsuya Yamazaki (Chubu University)

2:50 PM Correlation studies between UHECR arrival directions and source candidates - Ryo Higuchi (RIKEN)
3:30 PM Coffee Break
Coffee Break
3:30 PM - 3:50 PM
3:50 PM Trial and Error
Trial and Error
3:50 PM - 5:00 PM
Room: Seminar Room 5F
Contributions

3:50 PM Mass identification of Amaterasu particle using machine learning - Kohei Endo (Osaka Metropolitan University)

4:15 PM Hybrid Simulation and the Structure of HDF5 for ML Analysis - Atsushi Saito (Shinshu University, Telescope Array, SATORI)

4:40 PM Convolutional Neural Network For Ultra-High-Energy Cosmic Rays Reconstruction at Telescope Array x4 - Jonathan Huang (Department of Physics, National Taiwan University)
5:00 PM Machine Learning
Machine Learning
5:00 PM - 6:00 PM
Room: Seminar Room 5F
Contributions

5:00 PM Invited Talk ML - Ivan Kharuk (INR)
Thursday, October 16, 2025
9:00 AM Machine Learning with the Pierre Auger Observatory
Machine Learning with the Pierre Auger Observatory
9:00 AM - 10:00 AM
Room: Auditorium 1F
Contributions

9:00 AM DL at Auger
10:00 AM Ongoing Discussions
Ongoing Discussions
10:00 AM - 10:30 AM
Room: Auditorium 1F

10:30 AM Coffee Break
Coffee Break
10:30 AM - 11:00 AM

11:00 AM Forward Folding
Forward Folding
11:00 AM - 12:30 PM
Room: Auditorium 1F

12:30 PM Lunch (on your own)
Lunch (on your own)
12:30 PM - 2:00 PM
2:00 PM Machine Learning for the Global Cosmic Ray Observatory
Machine Learning for the Global Cosmic Ray Observatory
2:00 PM - 3:00 PM
Room: Seminar Room 5F
Contributions

2:00 PM ML GCOS - Toshihiro Fujii (OMU)
3:00 PM Coffee Break
Coffee Break
3:00 PM - 3:30 PM

3:30 PM DST Converter
DST Converter
3:30 PM - 5:00 PM
Room: Seminar Room 5F

5:00 PM Q&A, Finishing Up
Q&A, Finishing Up
5:00 PM - 6:00 PM
Room: Seminar Room 5F

6:00 PM Dinner
Dinner
6:00 PM - 9:00 PM
Friday, October 17, 2025
9:00 AM
9:00 AM - 10:00 AM
Room: Seminar Room 5F
Contributions

9:00 AM Energy Calibration - Anton Prosekin (Institute of Physics, Academia Sinica)

9:25 AM Forward Folding - Kozo Fujisue (Institute of Physics, Academia Sinica)
10:00 AM Coffee Break
Coffee Break
10:00 AM - 10:20 AM

10:20 AM

10:20 AM - 12:30 PM
Room: Seminar Room 5F

12:30 PM Lunch (on your own)
Lunch (on your own)
12:30 PM - 2:00 PM

2:00 PM Forward Folding
Forward Folding
2:00 PM - 3:30 PM
Room: Seminar Room 5F

3:30 PM Coffee Break
Coffee Break
3:30 PM - 3:50 PM

3:50 PM Future plans with the ML WG, Rapporteur Talk
Future plans with the ML WG, Rapporteur Talk
3:50 PM - 5:30 PM
Room: Seminar Room 5F

5:30 PM Closing Remarks
Closing Remarks
5:30 PM - 6:00 PM
Room: Seminar Room 5F

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