Blar i Bergen Open Research Archive på forfatter "Du, Yi-lun"
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Deep learning jet modifications in heavy-ion collisions
Du, Yi-lun; Pablos Alfonso, Daniel; Tywoniuk, Konrad (Journal article; Peer reviewed, 2021)Jet interactions in a hot QCD medium created in heavy-ion collisions are conventionally assessed by measuring the modification of the distributions of jet observables with respect to the proton-proton baseline. However, ... -
Jet Tomography in Heavy-Ion Collisions with Deep Learning
Du, Yi-lun; Pablos, Daniel; Tywoniuk, Konrad (Journal article; Peer reviewed, 2022)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 to study jets based on their initial, ... -
Quark self-energy and condensates in NJL model with external magnetic field
Liu, Juan; Du, Yi-lun; Shi, Song (Journal article; Peer reviewed, 2021)In a one-flavor NJL model with a finite temperature, chemical potential, and external magnetic field, the self-energy of the quark propagator contains more condensates besides the vacuum condensate. We use Fierz identity ...