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Point-cloud generative models for fast calorimeter simulation across particles and geometries

Buss, Thorsten et al.
arXiv (All) · Papers
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high-energy-physics-experimenthigh-energy-physics-phenomenologyinstrumentation-and-detectors
Detailed Geant4 simulation of calorimeter showers is the largest single computing cost of collider experiments, and the High-Luminosity LHC will need about ten times more simulated events than are currently produced. We summarise recent progress in generative point cloud fast simulation for highly g
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