REVIEW 9 cited by
Phenomenological constraints on the transport properties of QCD matter with data-driven model averaging
Not yet reviewed by Pith; the record is open.
This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.
SPECIMEN: schema-true, not a live event
T0 review · schema-true
One-sentence machine reading of the paper's core claim.
pith:XXXXXXXX · record.json · timestamp
abstract
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 ${\sim\,}150{-}350$ MeV. We use Bayesian inference to translate experimental and theoretical uncertainties into probabilistic constraints for the viscosities. With Bayesian Model Averaging we account for the irreducible model ambiguities in the transition from a fluid description of the QGP to hadronic transport in the final evolution stage, providing the most reliable phenomenological constraints to date on the QGP viscosities.
Forward citations
Cited by 9 Pith papers
-
CLVisc Agent for autonomous relativistic hydrodynamics studies
An LLM agent autonomously created a CLVisc skill and ran two hydrodynamic studies, finding that the high-temperature branch of η/s dominates flow suppression and that PGCM-uniform 16O decouples ellipticity from size.
-
Enhanced hydrodynamic predictions for $v_{02}(p_T)$
Ideal hydrodynamics plus a v2-fitted correction predicts v02(pT): a high-pT decrease for charged hadrons, meson-baryon splitting, and a non-monotonic proton v02 in mid-central Pb+Pb.
-
Longitudinal Dynamics of Large and Small Systems from a 3D Bayesian Calibration of RHIC Top-energy Collision Data
A 3D Bayesian calibration of RHIC Au-Au and d-Au data constrains the longitudinal initial state and QGP viscosity, and its posterior predicts p-Au and 3He-Au flow measurements.
-
Geometric Bias and Centrality Dependence of Jet Quenching in High-Energy Nuclear Collisions
Suppression of high-pT hadrons in peripheral Pb+Pb collisions is predominantly driven by initial-state geometric bias rather than final-state jet quenching.
-
Towards a topological data analysis for heavy-ion collisions
Persistent homology Betti curves and persistence distributions for Trajectum Pb-Pb and O-O events are robust and reflect known flow and multiplicity phenomenology, with no enhanced parameter sensitivity over standard ...
-
Transport coefficients and quasinormal modes in Einstein-dilaton holographic QCD
For the quadratic-dilaton Einstein-dilaton holographic model, the vector-sector dispersion relation gives η/s = 1/(4π), and the Kubo-formula bulk viscosity matches JETSCAPE data within a fitted range of the dilaton pa...
-
Nuclear Physics Confronts Relativistic Collisions Of Isobars
RHIC isobar data are explained by different shapes of 96Ru and 96Zr, with 96Zr showing a large octupole deformation, so nuclear structure uncertainty, not the magnetic field, dominates the observed ratios.
-
Few is different: deciphering many-body dynamics in mesoscopic quantum gases
A workshop report mapping the size, equilibrium, and interaction frontiers of hydrodynamic behavior in mesoscopic quantum systems, connecting few-atom Fermi gases and high-energy small collision systems.
-
Bayesian inference and jet quenching
A review of Bayesian calibrations of the jet transport coefficient qhat in quark-gluon plasma, comparing hadron-only, jet-only, and combined analyses, and outlining remaining challenges.
Discussion (0). Continue with ORCID to comment.