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hep-ex2026
HybridMC: a fast detailed simulation framework for optical calorimeter technologies at the LHCb ECAL Upgrade II
Marco Pizzichemi, Liupan An, Federico Betti +5
The detailed Monte Carlo simulation of optical calorimeters is dominated by the generation and tracking of scintillation and Cherenkov photons, which in standard Geant4 ray-tracing…
hep-ex2026
Enabling Low-Latency Machine learning on Radiation-Hard FPGAs with hls4ml
Katya Govorkova, Julian Garcia Pardinas, Vladimir Loncar +5
This paper presents an end-to-end demonstration of a viable, ultra-fast, radiation-hard machine learning (ML) application on FPGAs, which could be used in future high-energy physic…