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