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physics.ins-det2025
A Generalisable Generative Model for Multi-Detector Calorimeter Simulation
Piyush Raikwar, Anna Zaborowska, Peter McKeown +3
Collider experiments, such as those at the Large Hadron Collider, use the Geant4 toolkit to simulate particle-detector interactions with high accuracy. However, these experiments i…
physics.ins-det2024★ 8 cited
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
Claudius Krause, Michele Faucci Giannelli, Gregor Kasieczka +66
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge. We study state-of-the-art generative models on four calorimeter shower datasets of i…