SBN SPINE Workshop

America/New_York
Nevis Science Center (Columbia University, Nevis Laboratories)

Nevis Science Center

Columbia University, Nevis Laboratories

Georgia Karagiorgi (Columbia University), Francois Drielsma (SLAC), Nupur Oza (Columbia University), Seokju Chung (Columbia University), Brandon Weiss (Columbia University)
Description

SBN SPINE Workshop

One-week workshop dedicated to improving the general understanding of machine learning tools and their implementation in the context of LArTPC detectors, and in particular the SPINE package.

The workshop will consist of a general lecture-style introduction on Monday, and then be roughly evenly split between tutorial and working sessions. Tutorials will consist of interactive notebooks with simple tasks to complete on the fly. The working sessions will consist of addressing specific projects defined on Monday or pursue specific physics targets.

The notebooks and resources are stored here.

Zoom link for remote participation: <emailed to all registered participants>

Workshop Slack channel #spine-workshop-2025.

SPINE help channel (SBN and DUNE workspaces): #lartpc-mlreco3d

 

Organizing Committee:

Francois Drielsma, SLAC
Georgia Karagiorgi, Columbia
Mike Mooney, CSU
Kazuhiro Terao, SLAC
 

Local Organizing Committee:

Georgia Karagiorgi, Columbia 
Nupur Oza, Columbia
Seokju Chung, Columbia
Brandon Weiss, Columbia

Registration
Registration
37 / 60
Participants
    • 9:00 AM 9:30 AM
      Breakfast 30m
    • 9:30 AM 9:40 AM
      Welcome to Nevis Labs 10m
      Speaker: Georgia Karagiorgi (Columbia University)
    • 9:40 AM 9:50 AM
      Introductory Remarks 10m
      Speaker: Francois Drielsma (SLAC)
    • 9:50 AM 11:10 AM
      Introduction to Machine Learning Tools 1h 20m
      Speaker: Kazuhiro Terao (SLAC National Accelerator Laboratory)
    • 11:10 AM 12:30 PM
      Introduction to SPINE 1h 20m
      Speaker: Francois Drielsma (SLAC)
    • 12:30 PM 1:30 PM
      Lunch 1h
    • 1:30 PM 2:00 PM
      Computing 30m
      Speaker: Kazuhiro Terao (SLAC National Accelerator Laboratory)
    • 2:00 PM 2:30 PM
      LArCV Visualization 30m
      Speaker: Francois Drielsma (SLAC)
    • 2:30 PM 3:00 PM
      Projects 30m
      Speaker: Francois Drielsma (SLAC)
    • 3:00 PM 3:30 PM
      Coffee 30m
    • 3:30 PM 5:00 PM
      Working Time 1h 30m
    • 9:00 AM 9:30 AM
      Breakfast 30m
    • 9:30 AM 10:15 AM
      Supera 45m
      Speaker: Brinden Carlson (University of Florida)
    • 10:15 AM 11:00 AM
      Training and Validation 45m
      Speaker: Francois Drielsma (SLAC)
    • 11:00 AM 11:45 AM
      Inference, Production 45m
      Speaker: Francois Drielsma (SLAC)
    • 11:45 AM 12:30 PM
      Analysis Template, Spinal Tap 45m
      Speaker: Francois Drielsma (SLAC)
    • 12:30 PM 1:30 PM
      Lunch 1h
    • 1:30 PM 3:00 PM
      Working Time 1h 30m
    • 3:00 PM 3:30 PM
      Coffee 30m
    • 3:30 PM 4:30 PM
      Working Time 1h
    • 4:30 PM 5:00 PM
      Flash reports 30m
    • 9:00 AM 9:30 AM
      Breakfast 30m
    • 9:30 AM 10:15 AM
      Calibrations 45m
      Speaker: Michael Mooney (Colorado State University)
    • 10:15 AM 11:45 AM
      Medulla 1h 30m
      Speaker: Justin Mueller (Fermi National Accelerator Laboratory)
    • 11:45 AM 12:30 PM
      Michel Reconstruction 45m
      Speaker: Junjie Xia (SLAC)
    • 12:30 PM 1:30 PM
      Lunch 1h
    • 1:30 PM 3:00 PM
      Working Time 1h 30m
    • 3:00 PM 3:30 PM
      Coffee 30m
    • 3:30 PM 4:30 PM
      Working Time 1h
    • 4:30 PM 5:00 PM
      Flash Reports 30m
    • 9:00 AM 9:30 AM
      Breakfast 30m
    • 9:30 AM 10:30 AM
      Electron neutrinos 1h
      Speaker: Daniel Carber (Colorado State University)
    • 10:30 AM 11:30 AM
      Pi0 Reconstruction 1h
      Speaker: Lane Kashur (Colorado State University)
    • 11:30 AM 12:30 PM
      SBN Joint Physics 1h
      Speaker: Dante Totani (Colorado State University)
    • 12:30 PM 1:30 PM
      Lunch 1h
    • 1:30 PM 3:00 PM
      Working Time 1h 30m
    • 3:00 PM 3:30 PM
      Coffee 30m
    • 3:30 PM 4:30 PM
      Working Time 1h
    • 4:30 PM 5:00 PM
      Flash Reports 30m
    • 9:00 AM 9:30 AM
      Breakfast 30m
    • 9:30 AM 11:30 AM
      Working time 2h
    • 11:30 AM 12:30 PM
      Final Reports / Close-out 1h