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hep-ex2023
DeepTreeGAN: Fast Generation of High Dimensional Point Clouds
Moritz Alfons Wilhelm Scham, Dirk Krücker, Benno Käch +1
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…
hep-ex2023
Attention to Mean-Fields for Particle Cloud Generation
Benno Käch, Isabell Melzer-Pellmann
The generation of collider data using machine learning has emerged as a prominent research topic in particle physics due to the increasing computational challenges associated with…