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Machine Learning approach to boosting neutral particles identification in the LHCb calorimeter
Alexey Boldyrev, Viktoria Chekalina, Fedor Ratnikov
We present a new approach to identification of boosted neutral particles using Electromagnetic Calorimeter (ECAL) of the LHCb detector. The identification of photons and neutral pi…
GRAAL: Gem Reconstruction And Analysis Library
R. Farinelli, M. Alexeev, A. Amoroso +47
MPGD are the new frontier in gas trackers. Among this kind of devices, theGEM chambers are widely used. The experimental signals acquired with the detector mustobviously be reconst…
A fast and parametric digitization for triple-GEM detectors
R. Farinelli, M. Alexeev, A. Amoroso +48
Triple-GEM detectors are a well known technology in high energy physics. In order to have a complete understanding of their behavior, in parallel with on beam testing, a Monte Carl…