Name: ICARUS ML Workshop
Start: 2023-07-10T09:00:00-06:00
End: 2023-07-14T17:00:00-06:00
Location: No location set

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

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