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The Pandora Particle Flow Algorithm

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arxiv 1308.4537 v1 pith:XWWCRIPW submitted 2013-08-21 physics.ins-det hep-ex

classification physics.ins-dethep-ex
keywords willcalorimetryenergiesflowparticlephysicsresolutionalgorithms
verification ladder T0 review T1 audit T2 compute T3 formal
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A high-energy e+e- collider, such as the ILC or CLIC, is arguably the best option to complement and extend the LHC physics programme. A lepton collider will allow for exploration of Standard Model Physics, such as precise measurements of the Higgs, top and gauge sectors, in addition to enabling a multitude of New Physics searches. However, physics analyses at such a collider will place unprecedented demands on calorimetry, with a required jet energy resolution of \sigma(E)/E < 3.5%. To meet these requirements will need a new approach to calorimetry. The particle flow approach to calorimetry requires both fine granularity detectors and sophisticated software algorithms. It promises to deliver unparalleled jet energy resolution by fully reconstructing the paths of individual particles through the detector. The energies of charged particles can then be extracted from precise inner detector tracker measurements, whilst photon energies will be measured in the ECAL, and only neutral hadron energies (10% of jet energies) will be measured in the HCAL, largely avoiding the typically poor HCAL resolution. This document introduces the Pandora particle flow algorithms, which offer the current state of the art in particle flow calorimetry for the ILC and CLIC. The performance of the algorithms is investigated by examining the reconstructed jet energy resolution and the ability to separate the hadronic decays of W and Z bosons.

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  1. Evaluating the Impact of Detector Design on Jet Flavor Tagging for Future Colliders

    physics.ins-det 2025-01 conditional novelty 5.0 of 10

    A fast-simulation study shows detectors with time-of-flight and cluster-counting particle ID tag strange jets up to 2.5 times better than SiD, while calorimeter resolution variations barely affect jet flavor tagging.

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