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Measurement of inclusive charged-particle b-jet production in pp and p-Pb collisions at $\sqrt{s_{\rm NN}} = 5.02$ TeV

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arxiv 2110.06104 v2 pith:HAHSHA46 submitted 2021-10-12 nucl-ex hep-ex

classification nucl-exhep-ex
keywords b-jetinclusivejetsp-pbproductioncollisionsnuclearsqrt
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

A measurement of the inclusive b-jet production cross section is presented in pp and p-Pb collisions at $\sqrt{s_{\rm NN}} = 5.02$ TeV, using data collected with the ALICE detector at the LHC. The jets were reconstructed in the central rapidity region $|\eta|<0.5$ from charged particles using the anti-$k_{\rm T}$ algorithm with resolution parameter $R=0.4$. Identification of b jets exploits the long lifetime of b hadrons, using the properties of secondary vertices and impact parameter distributions. The $p_{\rm T}$-differential inclusive production cross section of b jets, as well as the corresponding inclusive b-jet fraction, are reported for pp and p-Pb collisions in the jet transverse momentum range $10 \le p_{\text{T, ch jet}} \le 100$ GeV/$c$, together with the nuclear modification factor, $R_{\rm pPb}^{\text{b-jet}}$. The analysis thus extends the lower $p_{\rm T}$ limit of b-jet measurements at the LHC. The nuclear modification factor is found to be consistent with unity, indicating that the production of b jets in p-Pb at $\sqrt{s_{\rm NN}} = 5.02$ TeV is not affected by cold nuclear matter effects within the current precision. The measurements are well reproduced by POWHEG NLO pQCD calculations with PYTHIA fragmentation.

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  1. Investigation of the performance of a GNN-based b-jet tagging method in heavy-ion collisions

    physics.data-an 2025-06 conditional novelty 6.0 of 10

    A GNN-based b-jet tagger adapted from ATLAS's GN1 retains good performance on simulated Pb-Pb background when retrained per centrality, despite degradation when applied out-of-the-box.

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