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Measurement of the groomed jet radius and momentum splitting fraction in pp and Pb-Pb collisions at sqrt{s_(rm NN)} = 5.02 TeV

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arxiv 2107.12984 v2 pith:P3F4CDMR submitted 2021-07-27 nucl-ex hep-ex

Measurement of the groomed jet radius and momentum splitting fraction in pp and Pb-Pb collisions at sqrt{s_(rm NN)} = 5.02 TeV

classification nucl-ex hep-ex
keywords collisionsgroomedbackgroundcomparedalgorithmdetectordistributioneffects
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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This article presents groomed jet substructure measurements in pp and Pb$-$Pb collisions at $\sqrt{s_{\rm NN}} = 5.02$ TeV with the ALICE detector. The Soft Drop grooming algorithm provides access to the hard parton splittings inside a jet by removing soft wide-angle radiation. We report the groomed jet momentum splitting fraction, $z_{\rm g}$, and the (scaled) groomed jet radius, $\theta_{\rm g}$. Charged-particle jets are reconstructed at midrapidity using the anti-kT algorithm with resolution parameters $R = 0.2$ and $R = 0.4$. In heavy-ion collisions, the large underlying event poses a challenge for the reconstruction of groomed jet observables, since fluctuations in the background can cause groomed parton splittings to be misidentified. By using strong grooming conditions to reduce this background, we report these observables fully corrected for detector effects and background fluctuations for the first time. A narrowing of the $\theta_{\rm g}$ distribution in Pb$-$Pb collisions compared to pp collisions is seen, which provides direct evidence of the modification of the angular structure of jets in the quark$-$gluon plasma. No significant modification of the $z_{\rm g}$ distribution in Pb$-$Pb collisions compared to pp collisions is observed. These results are compared with a variety of theoretical models of jet quenching, and provide constraints on jet energy-loss mechanisms and coherence effects in the quark$-$gluon plasma.

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Cited by 3 Pith papers

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  1. Constraining the Resolution Length of Quark-Gluon Plasma with New Jet Substructure Measurements

    hep-ph 2025-09 conditional novelty 6.0

    Jet substructure measurements from ALICE and ATLAS, modeled with the Hybrid Model, disfavor both fully coherent and fully incoherent energy loss, implying a finite QGP resolution length near 1/(pi T).

  2. Measurement of isolated photon plus two-jet correlations in Pb+Pb and $pp$ collisions at 5.02 TeV with ATLAS

    nucl-ex 2026-06 unverdicted novelty 5.0

    ATLAS reports significant suppression (I_AA < 1) of photon-tagged two-jet yields in Pb+Pb versus pp collisions at 5.02 TeV across three observables, compared to JEWEL, JETSCAPE, and LBT models.

  3. Validating a Machine Learning Approach to Identify Quenched Jets in Heavy-Ion Collisions

    hep-ph 2025-11 unverdicted novelty 5.0

    An LSTM model trained on simulated jet substructure learns to predict true jet energy loss and distinguishes quenching signatures even after realistic detector effects are applied.