26 citations · 40 across the 8 of their papers we have counts for
4 papers · 1 filter
LEMURS dataset: Large-scale multi-detector ElectroMagnetic Universal Representation of Showers
Peter McKeown, Piyush Raikwar, Anna Zaborowska
We present LEMURS: an extensive dataset of simulated calorimeter showers designed to support the development and benchmarking of fast simulation methods in high-energy physics, mos…
A Generalisable Generative Model for Multi-Detector Calorimeter Simulation
Piyush Raikwar, Anna Zaborowska, Peter McKeown +3
Collider experiments, such as those at the Large Hadron Collider, use the Geant4 toolkit to simulate particle-detector interactions with high accuracy. However, these experiments i…
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…
Calorimeters for the FCC-hh
M. Aleksa, P. Allport, R. Bosley +14
The future proton-proton collider (FCC-hh) will deliver collisions at a center of mass energy up to TeV at an unprecedented instantaneous luminosity of …