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lartpc_mlreco3d Tutorials
  • Getting started

Prerequisites

  • Overview
  • Python basics
    • Using Jupyter
    • Python basics
    • Up and Running with Python3
    • Data visualization and more
  • Pytorch
    • Introduction
    • Streaming Input Dataset
  • Version control with Git

Some Physics

  • Overview
    • Particle Physics
    • Neutrinos
    • Detecting neutrinos
  • Liquid Argon Time Projection Chamber (aka LArTPC)

lartpc_mlreco3d

  • Overview of the reconstruction chain
  • Setting up your environment
  • Data I/O
    • Using lartpc_mlreco3d
    • Using ROOT only
  • Introduction to lartpc_mlreco3d Analysis Tools
  • Reconstruction outputs
    • Semantics & points of interest
    • Particle clustering
    • Interaction clustering, PID and primary particles
    • Kinematics and particle hierarchy
    • Others
  • Exercises
    • Exercise 1: Finding Michel Electrons
    • Exercise 2: Muon stopping power¶
    • Exercise 3: electron vs gamma separation
  • Shared metrics
    • Shared metrics (raw output)
    • Shared metrics (convolved with analysis tools)
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Index

G | T | W

G

  • ghost point

T

  • time projection chamber (TPC)

W

  • wire plane

By SLAC Neutrino Group
© Copyright 2021.