Topological cell clustering in the ATLAS calorimeters and its performance in LHC Run 1

ATLAS Collaboration

    Research output: Contribution to journalArticle

    159 Citations (Scopus)

    Abstract

    The reconstruction of the signal from hadrons and jets emerging from the proton–proton collisions at the Large Hadron Collider (LHC) and entering the ATLAS calorimeters is based on a three-dimensional topological clustering of individual calorimeter cell signals. The cluster formation follows cell signal-significance patterns generated by electromagnetic and hadronic showers. In this, the clustering algorithm implicitly performs a topological noise suppression by removing cells with insignificant signals which are not in close proximity to cells with significant signals. The resulting topological cell clusters have shape and location information, which is exploited to apply a local energy calibration and corrections depending on the nature of the cluster. Topological cell clustering is established as a well-performing calorimeter signal definition for jet and missing transverse momentum reconstruction in ATLAS.

    Original languageEnglish
    Article number490
    JournalEuropean Physical Journal C
    Volume77
    Issue number7
    DOIs
    Publication statusPublished - 2017 Jul 1

    ASJC Scopus subject areas

    • Engineering (miscellaneous)
    • Physics and Astronomy (miscellaneous)

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