FPGA-based muon shower identification and graph neural network tracking algorithms for HL-LHC triggers

Daniel Estrada, Elena Aller, Andrea Cardini +3

This work presents two hardware-accelerated strategies for the upgrade of the CMS Level-1 Trigger (L1T) to target efficiency losses due to highly energetic radiating muons and unco…