Published September 12, 2025 | Version v1

Hadronic Jet Calibration & Particle Flow Networks

Authors/Creators

Contributors

  • 1. ROR icon European Organization for Nuclear Research
  • 2. Vienna University of Technology

Description

We calibrate trigger jets in 2025 ATLAS data by training a particle flow neural network with a Gaussian ansatz. The network learns to predict calibrated offline jet-pt’s from selected jet features while at the same time improving the jet energy resolution both as pure outputs of the network.

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CERN_Project.pdf

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