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 15 October 2025 (08:00) to Friday 17 October 2025 (18:00)

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

09:00 Welcome & Introduction
Welcome & Introduction
09:00 - 09:15
Room: Auditorium 1F
09:15 Tial and Error
Tial and Error
09:15 - 10:30
Room: Auditorium 1F
Contributions

09:15 Measurement of cosmic ray energy spectra with data recorded by the TALE SD - Ichiro Komae (Osaka Metropolitan University)

09:40 TALE infill SD reconstruction - Haruto Matsushita (Osaka Metropolitan University)

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

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

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

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

12:05 CNN Reconstruction of Air Shower Events with TA FD - Nakazawa Kanatoshi (Osaka Electro-Communication University)
12:30 Lunch (on your own)
Lunch (on your own)
12:30 - 14:00
14:00 Trial and Error
Trial and Error
14:00 - 15:30
Room: Seminar Room 5F
Contributions

14:00 Discussion on Using Unsupervised Machine Learning for Anisotropy Analysis - Takayuki Tomida (Shinshu University)

14:25 Discussion on Using Unsupervised Machine Learning for Anisotropy Analysis - Katsuya Yamazaki (Chubu University)

14:50 Correlation studies between UHECR arrival directions and source candidates - Ryo Higuchi (RIKEN)
15:30 Coffee Break
Coffee Break
15:30 - 15:50
15:50 Trial and Error
Trial and Error
15:50 - 17:00
Room: Seminar Room 5F
Contributions

15:50 Mass identification of Amaterasu particle using machine learning - Kohei Endo (Osaka Metropolitan University)

16:15 Hybrid Simulation and the Structure of HDF5 for ML Analysis - Atsushi Saito (Shinshu University, Telescope Array, SATORI)

16:40 Convolutional Neural Network For Ultra-High-Energy Cosmic Rays Reconstruction at Telescope Array x4 - Jonathan Huang (Department of Physics, National Taiwan University)
17:00 Machine Learning
Machine Learning
17:00 - 18:00
Room: Seminar Room 5F
Contributions

17:00 Invited Talk ML - Ivan Kharuk (INR)
Thursday 16 October 2025
09:00 Machine Learning with the Pierre Auger Observatory
Machine Learning with the Pierre Auger Observatory
09:00 - 10:00
Room: Auditorium 1F
Contributions

09:00 DL at Auger
10:00 Ongoing Discussions
Ongoing Discussions
10:00 - 10:30
Room: Auditorium 1F

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

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

12:30 Lunch (on your own)
Lunch (on your own)
12:30 - 14:00
14:00 Machine Learning for the Global Cosmic Ray Observatory
Machine Learning for the Global Cosmic Ray Observatory
14:00 - 15:00
Room: Seminar Room 5F
Contributions

14:00 ML GCOS - Toshihiro Fujii (OMU)
15:00 Coffee Break
Coffee Break
15:00 - 15:30

15:30 DST Converter
DST Converter
15:30 - 17:00
Room: Seminar Room 5F

17:00 Q&A, Finishing Up
Q&A, Finishing Up
17:00 - 18:00
Room: Seminar Room 5F

18:00 Dinner
Dinner
18:00 - 21:00
Friday 17 October 2025
09:00
09:00 - 10:00
Room: Seminar Room 5F
Contributions

09:00 Energy Calibration - Anton Prosekin (Institute of Physics, Academia Sinica)

09:25 Forward Folding - Kozo Fujisue (Institute of Physics, Academia Sinica)
10:00 Coffee Break
Coffee Break
10:00 - 10:20

10:20

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

12:30 Lunch (on your own)
Lunch (on your own)
12:30 - 14:00

14:00 Forward Folding
Forward Folding
14:00 - 15:30
Room: Seminar Room 5F

15:30 Coffee Break
Coffee Break
15:30 - 15:50

15:50 Future plans with the ML WG, Rapporteur Talk
Future plans with the ML WG, Rapporteur Talk
15:50 - 17:30
Room: Seminar Room 5F

17:30 Closing Remarks
Closing Remarks
17:30 - 18:00
Room: Seminar Room 5F

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