489 citations · 2.1k across the 30 of their papers we have counts for
10 papers · 1 filter
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…
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…
Electron reconstruction and identification in the ATLAS experiment using the 2015 and 2016 LHC proton-proton collision data at = 13 TeV
ATLAS Collaboration
Algorithms used for the reconstruction and identification of electrons in the central region of the ATLAS detector at the Large Hadron Collider (LHC) are presented in this paper; t…
Infrastructure for Detector Research and Development towards the International Linear Collider
J. Aguilar, P. Ambalathankandy, T. Fiutowski +274
The EUDET-project was launched to create an infrastructure for developing and testing new and advanced detector technologies to be used at a future linear collider. The aim was to…
Construction and performance of a silicon photomultiplier/extruded scintillator tail-catcher and muon-tracker
The CALICE Collaboration
A prototype module for an International Linear Collider (ILC) detector was built, installed, and tested between 2006 and 2009 at CERN and Fermilab as part of the CALICE test beam p…
Tests of a particle flow algorithm with CALICE test beam data
The CALICE Collaboration
The studies presented in this paper provide a first experimental test of the Particle Flow Algorithm (PFA) concept using data recorded in high granularity calorimeters. Pairs of ov…