Embedding of particle tracking data using hybrid quantum-classical neural networks

The High Luminosity Large Hadron Collider (HL-LHC) at CERN will involve a significant increase in complexity and sheer size of data with respect to the current LHC experimental complex. Hence, the task of reconstructing the particle trajectories will become more involved due to the number of simulta...

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Bibliographic Details
Main Authors: Rieger Carla, Tüysüz Cenk, Novotny Kristiane, Vallecorsa Sofia, Demirköz Bilge, Potamianos Karolos, Dobos Daniel, Vlimant Jean-Roch
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2021/05/epjconf_chep2021_03065.pdf