ICARUS ML Workshop
from
Monday 10 July 2023 (09:00)
to
Friday 14 July 2023 (17:00)
Monday 10 July 2023
09:00
Introductory Remarks
-
Michael Mooney
(
Colorado State University
)
Introductory Remarks
Michael Mooney
(
Colorado State University
)
09:00 - 09:15
09:15
Introduction to Machine Learning Tools
-
Kazuhiro Terao
(
SLAC
)
Introduction to Machine Learning Tools
Kazuhiro Terao
(
SLAC
)
09:15 - 10:45
10:45
Introduction to LArTPC-MLReco3D
-
Francois Drielsma
(
SLAC
)
Introduction to LArTPC-MLReco3D
Francois Drielsma
(
SLAC
)
10:45 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
LArCV and Labeling
-
Francois Drielsma
(
SLAC
)
LArCV and Labeling
Francois Drielsma
(
SLAC
)
13:30 - 14:15
14:15
Training and Validation
-
Francois Drielsma
(
SLAC
)
Training and Validation
Francois Drielsma
(
SLAC
)
14:15 - 15:00
15:00
Inference and HDF5 output storage
-
Dae Koh
(
SLAC
)
Inference and HDF5 output storage
Dae Koh
(
SLAC
)
15:00 - 15:45
15:45
Working Session
-
Francois Drielsma
(
SLAC
)
Working Session
Francois Drielsma
(
SLAC
)
15:45 - 17:00
Tuesday 11 July 2023
09:00
Reconstruction Access and Visualization
-
Dae Koh
(
SLAC
)
Reconstruction Access and Visualization
Dae Koh
(
SLAC
)
09:00 - 12:00
12:00
Lunch
Lunch
12:00 - 13:00
13:30
Calibration Infrastructure
-
Michael Mooney
(
Colorado State University
)
Calibration Infrastructure
Michael Mooney
(
Colorado State University
)
13:30 - 15:00
15:00
Analysis template
-
Dae Koh
(
SLAC
)
Analysis template
Dae Koh
(
SLAC
)
15:00 - 16:00
16:00
Michel Electron Reconstruction
-
Francois Drielsma
(
SLAC
)
Michel Electron Reconstruction
Francois Drielsma
(
SLAC
)
16:00 - 17:00
Wednesday 12 July 2023
09:00
Track Residual dQ/dx
-
Francois Drielsma
(
SLAC
)
Track Residual dQ/dx
Francois Drielsma
(
SLAC
)
09:00 - 09:45
09:45
Track Momentum Reconstruction
-
Dae Koh
(
SLAC
)
Track Momentum Reconstruction
Dae Koh
(
SLAC
)
09:45 - 10:30
10:30
Shower Energy Reconstruction
-
Lane Kashur
(
Colorado State University
)
Shower Energy Reconstruction
Lane Kashur
(
Colorado State University
)
10:30 - 11:15
11:15
Shower Start dQ/dx
-
Dan Carber
(
SLAC
)
Shower Start dQ/dx
Dan Carber
(
SLAC
)
11:15 - 12:00
12:00
Lunch
Lunch
12:00 - 13:00
13:00
Particle Identification
-
Yeon-jae Jwa
(
SLAC
)
Particle Identification
Yeon-jae Jwa
(
SLAC
)
13:00 - 13:45
13:45
Primary Identification and Vertex Reconstruction
-
Dae Koh
(
SLAC
)
Primary Identification and Vertex Reconstruction
Dae Koh
(
SLAC
)
13:45 - 14:30
14:30
Working Session
-
Francois Drielsma
(
SLAC
)
Working Session
Francois Drielsma
(
SLAC
)
14:30 - 17:00
Thursday 13 July 2023
09:00
Numu Selection
-
Justin Mueller
(
SLAC
)
Numu Selection
Justin Mueller
(
SLAC
)
09:00 - 10:00
10:00
NuMu CC Pi0 Selection
-
Lane Kashur
(
Colorado State University
)
NuMu CC Pi0 Selection
Lane Kashur
(
Colorado State University
)
10:00 - 11:00
11:00
Nue Selection
-
Dae Koh
(
SLAC
)
Nue Selection
Dae Koh
(
SLAC
)
11:00 - 12:00
12:00
Lunch
Lunch
12:00 - 13:00
13:00
Signal Processing
-
Tracy Usher
(
SLAC
)
Michael Mooney
(
Colorado State University
)
Signal Processing
Tracy Usher
(
SLAC
)
Michael Mooney
(
Colorado State University
)
13:00 - 13:45
13:45
Working Session
-
Francois Drielsma
(
SLAC
)
Working Session
Francois Drielsma
(
SLAC
)
13:45 - 17:00
Friday 14 July 2023
09:00
Flash Matching
-
Justin Mueller
(
SLAC
)
Flash Matching
Justin Mueller
(
SLAC
)
09:00 - 10:00
10:00
CRT-TPC Matching
-
Andrew Mogan
(
SLAC
)
CRT-TPC Matching
Andrew Mogan
(
SLAC
)
10:00 - 11:00
11:00
S->ee Reconstruction
-
Jamie Dyer
(
Colorado State University
)
S->ee Reconstruction
Jamie Dyer
(
Colorado State University
)
11:00 - 12:00
12:00
Lunch
Lunch
12:00 - 13:00
13:00
SBND Implementation
-
Bear Carlson
(
SLAC
)
SBND Implementation
Bear Carlson
(
SLAC
)
13:00 - 14:00
14:00
Working Session
-
Francois Drielsma
(
SLAC
)
Working Session
Francois Drielsma
(
SLAC
)
14:00 - 17:00