Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking

Xiangyang Ju, Daniel Murnane, Paolo Calafiura +21

The Exa.TrkX project has applied geometric learning concepts such as metric learning and graph neural networks to HEP particle tracking. Exa.TrkX's tracking pipeline groups detecto…