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ATL-PHYS-PUB-2023-034.pdf
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🔗 Source: cds.cern.ch
📊 Size: 1.37 MB
👤 Author: The ATLAS Collaboration
⬇️ Downloads: 125

Summary

The ATLAS Collaboration uses a Kalman Filter-based track finding algorithm to reconstruct charged particle trajectories at the LHC, which requires an initial estimate of track parameters provided by a seed finding algorithm. This note describes the implementation and performance of the seed finding algorithm used in Run 3, which forms seed tracks from triplets of three-dimensional space-points in the inner detector. The algorithm uses geometrical cuts to minimize combinatorics and proceeds in three stages to optimize execution time. The performance of the algorithm is characterized by its efficiency and fake seed rate, with the goal of achieving high seed finding efficiency and a low fake seed rate to minimize discarded track candidates.

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The ATLAS Collaboration uses a Kalman Filter-based track finding algorithm to reconstruct charged particle trajectories at the LHC, which requires an initial...

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  • File Format: PDF
  • File Size: 1.37 MB
  • Pages: 13
  • Language: EN
  • Author: The ATLAS Collaboration
  • Total Downloads: 125
  • Last Updated: 6 hours ago

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