Deep Learning on Imaging Calorimetry

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Mahapatra, Jayesh; Pierini, Maurizio; Vlimant, Jean-Roch; Spiropulu, Maria; (2016)
  • Related identifiers: doi: 10.5281/zenodo.208488
  • Subject: CERN openlab summer student
    arxiv: Physics::Instrumentation and Detectors
    acm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

Abstract Particle reconstruction is a significant task in analysis of CMS data. Currently physics based algorithms in conjunction with CMS readouts are used. In this project we explored deep learning as a technique for photon identification and reconstruction on the... View more
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