Disentangling Jet Modification in Jet Simulations and in Z+Jet Data
arXiv:2110.13159 · doi:10.1007/JHEP02(2022)175
Abstract
We study the impact of selection biases on jet structure and substructure observables and separate these effects from effects caused by jet quenching. We use the angular separation of the hardest splitting in a jet as the primary example observable. We first conduct a simplified Monte Carlo study in which it is possible to identify the same jet after quenching in a heavy ion collision and as it would have been if it had formed in vacuum. We select a sample of jets by placing a cut on their quenched and, as is possible only in a Monte Carlo study, compare to the same jets unquenched, and see that the distribution seems to be unmodified. However, if we select a sample of jets formed in vacuum by placing a cut on their unquenched and compare to those same jets after quenching, we see a significant enhancement in the number of jets with large , primarily due to the soft particles in the jet that originate from the wake in the droplet of quark-gluon plasma excited by the parton shower. We confirm that the jets contributing to this enhancement are those jets which lost the most energy, which were not included in the sample selected after quenching; jets selected after quenching are those which lose a small fraction of their energy. Next, we employ a method that is available to experimentalists: in a sample of jets with a recoiling boson, we show that selecting jets based on the jet after quenching yields a distribution that appears unmodified while selecting a sample of jets produced in association with a boson whose (unmodified) is above some cut yields a significant enhancement in the number of jets with large . We again confirm that this is due to particles from the wake, and that the jets contributing to this enhancement are those which have lost a significant fraction of their energy.
16 pages, 8 figures
References in corpus (22)
- Energy loss of a heavy quark moving through N=4 supersymmetric Yang-Mills plasma
- Drag force in AdS/CFT
- Calculating the Jet Quenching Parameter from AdS/CFT
- Heavy Quark Diffusion in Strongly Coupled Yang Mills
- The theory and phenomenology of perturbative QCD based jet quenching
- Jet physics in heavy-ion collisions
- Antiangular Ordering of Gluon Radiation in QCD Media
- Sudakov Safety in Perturbative QCD
- Measurement of jet suppression in central Pb-Pb collisions at = 2.76 TeV
- Light quark energy loss in strongly-coupled N = 4 supersymmetric Yang-Mills plasma
- Medium response in JEWEL and its impact on jet shape observables in heavy ion collisions
- Tomography of high-energy nuclear collisions with photon-hadron correlations
- Sensitivity of jet substructure to jet-induced medium response
- Mach cone induced by -triggered jets in high-energy heavy-ion collisions
- Sonic Mach Cones Induced by Fast Partons in a Perturbative Quark-Gluon Plasma
- The physics of -tagged jets at the LHC
- Medium modification of -jet fragmentation functions in Pb+Pb collisions at LHC
- Dynamical grooming of QCD jets
- Deep learning jet modifications in heavy-ion collisions
- Jet tomography in heavy ion collisions with deep learning
- Quenching effects in the cumulative jet spectrum
- Properties of at small opening angles in collisions with the ATLAS detector at TeV
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- Pushing forward jet substructure measurements in heavy-ion collisions
- Isolating perturbative QCD splittings in heavy-ion collisions
- Parton splitting scales of reclustered large-radius jets in high-energy nuclear collisions
- Minijet quenching in non-equilibrium quark-gluon plasma
- Pure Quark and Gluon Observables in Collinear Drop
- Search for the jet-induced diffusion wake in the quark-gluon plasma via measurements of jet-track correlations in photon-jet events in Pb+Pb collisions at = 5.02 TeV with the ATLAS detector
- Exploring the time axis within medium-modified jets
- Flavor and path-length dependence of jet quenching from inclusive jet and γ-jet suppression
- In-medium gluon radiation spectrum with all-order resummation of multiple scatterings in longitudinally evolving media
- Evidence of medium response to hard probes using correlations of Z bosons with hadrons in heavy ion collisions
- The Catchment Area of Groomed Jets at NNLL
- Phenomenological study of the angle between jet axes in heavy-ion collisions
- Deep learning for jet modification in the presence of the QGP background