Name: TAML 2024 - Telescope Array Machine Learning Workshop 2024
Start: 2024-10-22T08:00:00+08:00
End: 2024-10-25T18:00:00+08:00
Location: Institute of Physics, Academia Sinica

TAML 2024 - Telescope Array Machine Learning Workshop 2024

from Tuesday, October 22, 2024 (8:00 AM) to Friday, October 25, 2024 (6:00 PM)

Monday, October 21, 2024
Tuesday, October 22, 2024

8:30 AM Registration

8:30 AM - 9:00 AM
Room: 5F Meeting Room
9:00 AM Welcome and workshop introduction
9:00 AM - 10:35 AM
Room: 5F Meeting Room
Contributions

9:00 AM Welcome from the organizers - Anatoli Fedynitch (Institute of Physics, Academia Sinica) Hiroyuki Sagawa (ICRR Utokyo)

9:15 AM Introduction to the Telescope Array experiment - Hiroyuki Sagawa (ICRR Utokyo)
10:35 AM Coffee break
Coffee break
10:35 AM - 11:00 AM
Room: 5F Meeting Room
11:00 AM Lectures: Neural networks 1 & reproducible analysis
Neural networks 1 & reproducible analysis
11:00 AM - 12:30 PM
Room: 5F Meeting Room
Contributions

11:00 AM Reproducible analysis - Stefan Froese

11:45 AM Neural networks 1 - Anton Prosekin (Institute of Physics, Academia Sinica)
12:30 PM Lunch (on your own)
Lunch (on your own)
12:30 PM - 2:00 PM
2:00 PM Lectures: ML lectures
ML lectures
2:00 PM - 3:00 PM
Room: P101
Contributions

2:00 PM Neural networks 2 - Anton Prosekin (Institute of Physics, Academia Sinica)
3:00 PM Hands-on session: simple neural networks
simple neural networks
3:00 PM - 6:00 PM
Room: P101
Contributions

3:00 PM Simple neural networks 1 - Karolin Hymon (Academia Sinica)

4:00 PM Simple neural networks 2 - Karolin Hymon (Academia Sinica)
6:00 PM Welcome reception

6:00 PM - 8:00 PM
Room: 5F Meeting Room
Wednesday, October 23, 2024
9:00 AM Invited talks: SD
SD
9:00 AM - 10:30 AM
Room: 1F Auditorium (near lobby)
Contributions

9:00 AM SD design and operation - Eiji Kido

9:45 AM SD data analysis and reconstruction - Kozo Fujisue (Institute of Physics, Academia Sinica)
10:30 AM Coffee break
Coffee break
10:30 AM - 11:00 AM
Room: 1F Auditorium (near lobby)
11:00 AM Invited talks: FD & hybrid
FD & hybrid
11:00 AM - 12:30 PM
Room: 1F Auditorium (near lobby)
Contributions

11:00 AM FD design and operation - Takayuki Tomida

11:30 AM FD data analysis and reconstruction - Hitoshi Oshima

12:00 PM Hybrid detection and data analysis - Heungsu Shin
12:30 PM Lunch (on your own)
Lunch (on your own)
12:30 PM - 2:00 PM
2:00 PM Hands-on session: Data preparation and TAi
Data preparation and TAi
2:00 PM - 6:00 PM
Room: P7A
Contributions

2:00 PM TAi, srecog and DST Parser - Anton Prosekin (Institute of Physics, Academia Sinica) Kozo Fujisue (Institute of Physics, Academia Sinica)

2:45 PM Hands-on training with TAi
Thursday, October 24, 2024

11:00 AM Excursion

11:00 AM - 8:00 PM
Friday, October 25, 2024
9:00 AM Contributed talks: ongoing projects in TA
ongoing projects in TA
9:00 AM - 10:15 AM
Room: 1F Auditorium (near lobby)
Contributions

9:00 AM Extragalactic magnetic field - Konstantin Dolgikh

9:20 AM Muon density - Konstantin Dolgikh

9:40 AM TALE infill SD - Yusuke Kawachi

10:05 AM DNN reconstruction of air shower events with TA FD - Kanatoshi Nakazawa
10:15 AM Coffee break
Coffee break
10:15 AM - 10:45 AM
Room: 1F Auditorium (near lobby)
10:45 AM Invited talks: machine learning
machine learning
10:45 AM - 11:50 AM
Room: 1F Auditorium (near lobby)
Contributions

10:45 AM Data representation and post-neural network analysis - Ivan Kharuk

11:30 AM Transformers - Stefan Froese
11:50 AM Working group introduction

11:50 AM - 12:35 PM
Room: 1F Auditorium (near lobby)

12:35 PM Lunch (on your own)
Lunch (on your own)
12:35 PM - 2:00 PM
Room: 1F Auditorium (near lobby)
2:00 PM Closing remarks
2:00 PM - 2:15 PM
Room: P101
Contributions

2:00 PM Closing remarks and farewell - Anatoli Fedynitch (Institute of Physics, Academia Sinica) Hiroyuki Sagawa (ICRR Utokyo)
2:15 PM Hands-on session: Discussion and advanced applications
Discussion and advanced applications
2:15 PM - 5:00 PM
Room: P101

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