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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…
physics.ins-det2024
CaloPointFlow II Generating Calorimeter Showers as Point Clouds
Simon Schnake, Dirk Krücker, Kerstin Borras
The simulation of calorimeter showers presents a significant computational challenge, impacting the efficiency and accuracy of particle physics experiments. While generative ML mod…