5 citations · 5 across the 3 of their papers we have counts for
3 papers
hep-ph2023
Overview: Jet quenching with machine learning
Yi-Lun Du
Jets are suppressed and modified in heavy ion collisions, which serve as powerful probes to the properties of the quark-gluon plasma (QGP). Attributed to the abundant information c…
hep-ph2021★ 5 cited
Classification of quark and gluon jets in hot QCD medium with deep learning
Yi-Lun Du, Daniel Pablos, Konrad Tywoniuk
Deep learning techniques have shown the capability to identify the degree of energy loss of high-energy jets traversing hot QCD medium on a jet-by-jet basis. The average amount of…
hep-ph2021
Jet tomography in hot QCD medium with deep learning
Yi-Lun Du, Daniel Pablos, Konrad Tywoniuk
With deep learning techniques, the degree of modification of energetic jets that traversed hot QCD medium can be identified on a jet-by-jet basis. Due to the strong correlations be…