activity
20202022
most citedEfficient emulation of relativistic heavy ion collisions with transfer learning

27 citations · 28 across the 5 of their papers we have counts for

collaborators

7 papers

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…

hep-ph2020

Multi-system Bayesian constraints on the transport coefficients of QCD matter

D. Everett, W. Ke, J. -F. Paquet +45

We study the properties of the strongly-coupled quark-gluon plasma with a multistage model of heavy ion collisions that combines the TENTo initial condition ansatz, fr…

hep-ph2020

Phenomenological constraints on the transport properties of QCD matter with data-driven model averaging

D. Everett, W. Ke, J. -F. Paquet +45

Using combined data from the Relativistic Heavy Ion and Large Hadron Colliders, we constrain the shear and bulk viscosities of quark-gluon plasma (QGP) at temperatures of ${\sim\,}…

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…