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hep-ph2025
Deep learning for jet modification in the presence of the QGP background
Ran Li, Yi-Lun Du, Shanshan Cao
Jet interactions with the color-deconfined QCD medium in relativistic heavy-ion collisions are conventionally assessed by measuring the modification of the distributions of jet obs…
hep-ph2024★ 1 cited
Jet momentum reconstruction in the QGP background with machine learning
Ran Li, Yi-Lun Du, Shanshan Cao
We apply a Dense Neural Network (DNN) approach to reconstruct jet momentum within a quark-gluon plasma (QGP) background, using simulated data from PYTHIA and Linear Boltzmann Trans…