2 papers
cs.AR2026
Reconfigurable Computing Challenge: Real-Time Graph Neural Networks for Online Event Selection in Big Science
Marc Neu, Frank Baptist, Thomas Lobmaier +3
Graph neural networks are increasingly adopted in trigger systems for collider experiments, where strict latency and throughput constraints render deployment on embedded platforms…
physics.ins-det2026
Real-time graph neural networks on FPGAs for the Belle II electromagnetic calorimeter
I. Haide, M. Neu, Y. Unno +19
We present the development and evaluation of a real-time Graph Neural Network-based trigger module for the electromagnetic calorimeter of the Belle~II experiment at the SuperKEKB c…