Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction

1 code implementation • 26 Sep 2021 • Cenk Tüysüz, Carla Rieger, Kristiane Novotny, Bilge Demirköz, Daniel Dobos, Karolos Potamianos, Sofia Vallecorsa, Jean-Roch Vlimant, Richard Forster

This increase in luminosity will significantly increase the number of particles interacting with the detector.

Performance of Particle Tracking Using a Quantum Graph Neural Network

no code implementations • 2 Dec 2020 • Cenk Tüysüz, Kristiane Novotny, Carla Rieger, Federico Carminati, Bilge Demirköz, Daniel Dobos, Fabio Fracas, Karolos Potamianos, Sofia Vallecorsa, Jean-Roch Vlimant

The Large Hadron Collider (LHC) at the European Organisation for Nuclear Research (CERN) will be upgraded to further increase the instantaneous rate of particle collisions (luminosity) and become the High Luminosity LHC.

Quantum Physics