In its high-luminosity phase, the CERN Large Hadron Collider will produce x10 more data, while the computing power for data processing will not scale accordingly. Particle physicists need novel solutions to accomplish the scientific mission of the LHC. Deep Learning has the potential to be the game changer that could solve the problem. In this seminar, I will describe the main conceptual and technological problems that need to be addressed by 2026 and where Deep Learning could play a major role.
Pheno & Vino Seminar | Maurizio Pienni, CERN | "Deep Learning facing the High Luminosity LHC challenge" | Jadwin 303
Tue, Jan 14, 2020, 4:00 pm