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20182022
most citedEfficient emulation of relativistic heavy ion collisions with transfer learning

27 citations · 50 across the 9 of their papers we have counts for

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nucl-th202227 cited

Efficient emulation of relativistic heavy ion collisions with transfer learning

Dananjaya Liyanage, Yi Ji, Derek Everett +4

Measurements from the Large Hadron Collider (LHC) and the Relativistic Heavy Ion Collider (RHIC) can be used to study the properties of quark-gluon plasma. Systematic constraints o…

nucl-th2021

Determining the jet transport coefficient of the quark-gluon plasma using Bayesian parameter estimation

J. Mulligan, A. Angerami, R. Arora +46

We present a new determination of , the jet transport coefficient of the quark-gluon plasma. Using the JETSCAPE framework, we use Bayesian parameter estimation to constrai…

nucl-th2021

Determining the jet transport coefficient from inclusive hadron suppression measurements using Bayesian parameter estimation

S. Cao, Y. Chen, J. Coleman +44

We report a new determination of , the jet transport coefficient of the Quark-Gluon Plasma. We use the JETSCAPE framework, which incorporates a novel multi-stage theoretic…

nucl-th20201 cited

First results from Hybrid Hadronization in small and large systems

M. Kordell, A. Angerami, S. A. Bass +47

"Hybrid Hadronization" is a new Monte Carlo package to hadronize systems of partons. It smoothly combines quark recombination applicable when distances between partons in phase spa…

nucl-th2020

Constraints on jet quenching from a multi-stage energy-loss approach

C. Park, A. Angerami, S. A. Bass +47

We present a multi-stage model for jet evolution through a quark-gluon plasma within the JETSCAPE framework. The multi-stage approach in JETSCAPE provides a unified description of…

nucl-th2020

Photon-jet correlations in p-p and Pb-Pb collisions using JETSCAPE framework

C. Sirimanna, A. Angerami, S. A. Bass +47

It is now well established that jet modification is a multistage effect; hence a single model alone cannot describe all facets of jet modification. The JETSCAPE framework is a mult…