Graph Neural Network Acceleration on FPGAs for Fast Inference in Future Muon Triggers at HL-LHC

Martino Errico, Davide Fiacco, Stefano Giagu +3

The High-Luminosity LHC (HL-LHC) will reach luminosities up to 7 times higher than the previous run, yielding denser events and larger occupancies. Next generation trigger algorith…