3 papers
nucl-th2026
Geometric Bias and Centrality Dependence of Jet Quenching in High-Energy Nuclear Collisions
Changle Sun, Yichao Dang, Shanshan Cao
Jet quenching provides a valuable measure of the opacity of the quark-gluon plasma (QGP) produced in high-energy heavy-ion collisions. However, substantial suppression of charged h…
hep-ph2026
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-ph2025
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…