8 citations · 8 across the 5 of their papers we have counts for
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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…
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…
DeepTreeGANv2: Iterative Pooling of Point Clouds
Moritz Alfons Wilhelm Scham, Dirk Krücker, Kerstin Borras
In High Energy Physics, detailed and time-consuming simulations are used for particle interactions with detectors. To bypass these simulations with a generative model, the generati…