62 citations · 254 across the 16 of their papers we have counts for
3 papers · 1 filter
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…