217 citations · 1.2k across the 61 of their papers we have counts for
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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…
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…
Jet tomography in heavy ion collisions with deep learning
Yi-Lun Du, Daniel Pablos, Konrad Tywoniuk
Deep learning techniques have the power to identify the degree of modification of high energy jets traversing deconfined QCD matter on a jet-by-jet basis. Such knowledge allows us…
Cone size dependence of jet suppression in heavy-ion collisions
Yacine Mehtar-Tani, Daniel Pablos, Konrad Tywoniuk
The strong suppression of high- jets in heavy ion collisions is a result of elastic and inelastic energy loss suffered by the jet multi-prong collection of color charges that…