Comparing the MARTINI and CUJET models for jet-quenching: Medium modification of jets and jet substructure

Abstract

Jets produced by the initial hard scattering in heavy ion collision events lose energy due to interactions with the color-deconfined medium formed around them: the quark-gluon plasma (QGP). Jet-medium interactions constitute an important theoretical and experimental field for studies of QGP, and various models with different assumptions have been proposed to describe them. A fair and direct comparison of these models requires that all other aspects of the simulation be fixed, which is achieved in this work by relying on the JETSCAPE framework. We employ JETSCAPE to directly and comprehensively compare two successful energy loss models: CUJET and MARTINI. We compare the models with the results of measurements of jet spectra and substructure observables. With the strong coupling tuned separately, we find that the two models broadly agree with each other in nuclear modification factors for charged hadrons and jets with cone size $R=0.4$. Systematic differences are reported in fragmentation functions, jet shape, and cone size dependent jet $R_{\mathrm{AA}}$.

Fixed typos, figure added. Matches published version

References in corpus (5)

• Measurements of the Nuclear Modification Factor for Jets in Pb+Pb Collisions at $\sqrt{s_{\mathrm{NN}}}=2.76$ TeV with the ATLAS Detector
• Radiative and Collisional Jet Energy Loss in the Quark-Gluon Plasma at RHIC
• Determining the jet transport coefficient $\hat{q}$ from inclusive hadron suppression measurements using Bayesian parameter estimation
• Multistage Monte-Carlo simulation of jet modification in a static medium
• The evolving distribution of hard partons traversing a hot strongly interacting plasma

Cited by in corpus (6)

• Exploring QCD matter in extreme conditions with Machine Learning
• Hard jet substructure in a multistage approach
• No-quenching baseline for energy loss signals in oxygen-oxygen collisions
• Inelastic and elastic parton scatterings in the strongly interacting quark-gluon plasma
• Jet transport coefficients by elastic and radiative scatterings in the strongly interacting quark-gluon plasma
• A modular perspective to the jet suppression from a small to large radius in very high transverse momentum jets