240 citations · 1.6k across the 31 of their papers we have counts for
33 papers
Machine Learning methods for simulating particle response in the Zero Degree Calorimeter at the ALICE experiment, CERN
Jan Dubiński, Kamil Deja, Sandro Wenzel +2
Currently, over half of the computing power at CERN GRID is used to run High Energy Physics simulations. The recent updates at the Large Hadron Collider (LHC) create the need for d…
Selectively increasing the diversity of GAN-generated samples
Jan Dubiński, Kamil Deja, Sandro Wenzel +2
Generative Adversarial Networks (GANs) are powerful models able to synthesize data samples closely resembling the distribution of real data, yet the diversity of those generated sa…
End-to-end Sinkhorn Autoencoder with Noise Generator
Kamil Deja, Jan Dubiński, Piotr Nowak +2
In this work, we propose a novel end-to-end sinkhorn autoencoder with noise generator for efficient data collection simulation. Simulating processes that aim at collecting experime…
GeantV: Results from the prototype of concurrent vector particle transport simulation in HEP
G. Amadio, A. Ananya, J. Apostolakis +39
Full detector simulation was among the largest CPU consumer in all CERN experiment software stacks for the first two runs of the Large Hadron Collider (LHC). In the early 2010's, t…
Coherent photoproduction of vector mesons in ultra-peripheral Pb-Pb collisions at TeV
ALICE Collaboration
Cross sections for the coherent photoproduction of vector mesons in ultra-peripheral Pb-Pb collisions at TeV are reported. The measurements,…
Underlying Event properties in pp collisions at = 13 TeV
ALICE Collaboration
This article reports measurements characterizing the Underlying Event (UE) associated with hard scatterings at midrapidity in pp collisions at TeV. The hard scatterin…