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

27 citations · 27 across the 2 of their papers we have counts for

collaborators

6 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…

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…

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\,}…

astro-ph.IM2018

Designs for next generation CMB survey strategies from Chile

Jason R. Stevens, Neil Goeckner-Wald, Reijo Keskitalo +20

New telescopes are being built to measure the Cosmic Microwave Background (CMB) with unprecedented sensitivity, including Simons Observatory (SO), CCAT-prime, the BICEP Array, SPT-…