Hardware-Accelerated GNN-based Hit Filtering for the Belle II Level-1 Trigger

Greta Heine, Fabio Mayer, Marc Neu +2

We present a hardware-accelerated hit filtering system employing Graph Neural Networks (GNNs) on Field-Programmable Gate Arrays (FPGAs) for the Belle II Level-1 Trigger. The GNN ex…