activity
20172022
most citedEfficient emulation of relativistic heavy ion collisions with transfer learning

27 citations · 30 across the 2 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…

hep-ph2020

Hadronic transport coefficients from the linear sigma model at finite temperature

Matthew Heffernan, Sangyong Jeon, Charles Gale

We investigate general frameworks for calculating transport coefficients for quasiparticle theories at finite temperature. Hadronic transport coefficients are then computed using t…

nucl-th2020

Hydrodynamic response to jets with a source based on causal diffusion

Y. Tachibana, A. Angerami, S. A. Bass +47

We study the medium response to jet evolution in the quark-gluon plasma within the JETSCAPE framework. Recoil partons' medium response in the weakly coupled description is implemen…

nucl-th2020

Jet quenching in a multi-stage Monte Carlo approach

A. Kumar, A. Angerami, S. A. Bass +47

We present a jet quenching model within a unified multi-stage framework and demonstrate for the first time a simultaneous description of leading hadrons, inclusive jets, and ellipt…

nucl-th2020

Multi-stage evolution of heavy quarks in the quark-gluon plasma

G. Vujanovic, A. Angerami, S. A. Bass +47

The interaction of heavy flavor with the quark-gluon plasma (QGP) in relativistic heavy-ion collisions is studied using JETSCAPE, a publicly available software package containing a…

nucl-th2020

Revisiting Bayesian constraints on the transport coefficients of QCD

J. -F. Paquet, A. Angerami, S. A. Bass +47

Multistage models based on relativistic viscous hydrodynamics have proven successful in describing hadron measurements from relativistic nuclear collisions. These measurements are…