Deep Learning on Imaging Calorimetry
Mahapatra, Jayesh; Pierini, Maurizio; Vlimant, Jean-Roch; Spiropulu, Maria;
Related identifiers: - Subject: CERN openlab summer studentarxiv: Physics::Instrumentation and Detectorsacm: 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