13 citations · 21 across the 8 of their papers we have counts for
Showing physics.ins-detShow all
2 papers · 1 filter
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-det2023★ 13 cited
CaloShowerGAN, a Generative Adversarial Networks model for fast calorimeter shower simulation
Michele Faucci Giannelli, Rui Zhang
In particle physics, the demand for rapid and precise simulations is rising. The shift from traditional methods to machine learning-based approaches has led to significant advancem…