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Flavor-physics benchmarks for tracker-based particle identification at the FCC-ee
Phys. Rev. D 113, 072016 – Published 28 April, 2026
DOI: https://doi.org/10.1103/lnx2-s8wb
Abstract
The correct identification of charged hadrons plays a crucial role in flavor-physics measurements. The final detector configurations at the proposed Future Circular Collider are yet to be determined and this study aims to contribute to this discussion by benchmarking the particle-identification (PID) performance of the proposed CLD and IDEA detectors using fully simulated events. At present, neither detector proposal includes dedicated PID systems, relying instead on information from the tracking subsystems. We estimate the expected level of contamination due to misidentified charged hadrons for -flavor tagging, rare transitions, and -jet tagging. The PID information provided by silicon trackers, namely time-of-flight and energy-deposit measurements, leads to significant background suppression with high signal efficiency for the low-momentum hadrons considered for same-side -flavor tagging. In order to improve the contamination in rare decays where momenta are in the medium range, only good timing resolution of 30 ps and below can yield an improvement of one order of magnitude below the level achieved by kinematic criteria alone. Light-quark jet-flavor tagging requires identification of particles with very large momentum, which is not possible using only time-of-flight or energy-deposit information in silicon. Access to the number of clusters in a drift-chamber setup, as proposed for the IDEA detector, however, results in strong background suppression in every case. This suppression can be further improved in some scenarios by time-of-flight resolution of 30–50 ps or better. The PID quality generally exhibits only a small dependence on the cluster-counting efficiency. Whether dedicated PID detectors could further enhance flavor-physics sensitivity should be the subject of future study.
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References (63)
- M. Benedikt et al. (FCC Collaboration), Future Circular Collider feasibility study report: Volume 1, physics, experiments, detectors, Eur. Phys. J. C 85, 1468 (2025).
- W. Altmannshofer et al. (Belle-II Collaboration), The Belle II physics book, Prog. Theor. Exp. Phys. 2019, 123C01 (2019); 2020, 029201(E) (2020)].
- G. Viehhauser et al., Detectors in Particle Physics: A Modern Introduction (CRC Press, Abingdon, 2024), 10.1201/9781003287674.
- R. Ricci (ALICE Collaboration), Study of MAPS silicon detector prototypes for the ALICE inner tracking system upgrade, Nucl. Instrum. Methods Phys. Res., Sect. A 1059, 169000 (2024).
- N. Bacchetta et al., CLD—A detector concept for the FCC-ee, arXiv:1911.12230.
- M. Abbrescia et al. (IDEA Study Group), The IDEA detector concept for FCC-ee, arXiv:2502.21223.
- J. Pekkanen, ALLEGRO FCC-ee detector concept & noble liquid calorimetry, Nucl. Instrum. Methods Phys. Res., Sect. A 1069, 169921 (2024).
- G. Ganis, C. Helsens, and V. Völkl, key4hep, a framework for future HEP experiments and its use in FCC, Eur. Phys. J. Plus 137, 149 (2022).
- K. Heijhoff et al., Timing performance of the LHCb VELO Timepix3 Telescope, J. Instrum. 15, P09035 (2020).
- A. Hayrapetyan et al. (CMS Collaboration), Operation and performance of the CMS silicon strip tracker with proton-proton collisions at the CERN LHC, J. Instrum. 20, P08027 (2025).
- F. Cuna et al., Simulation of particle identification with the cluster counting technique, in International Workshop on Future Linear Colliders (2021), arXiv:2105.07064.
- Track Momentum Resolution at LHCb in 2024, https://cds.cern.ch/record/2920248 (2024).
- S. Agostinelli et al., geant4—A simulation toolkit, Nucl. Instrum. Methods Phys. Res., Sect. A 506, 250 (2003).
- J. Allison et al., geant4 developments and applications, IEEE Trans. Nucl. Sci. 53, 270 (2006).
- J. Allison et al., Recent developments in geant4, Nucl. Instrum. Methods Phys. Res., Sect. A 835, 186 (2016).
- FCC-config: Configuration files for the fcc event-processing chain (2025), https://github.com/HEP-FCC/FCC-config/tree/main.
- CLDConfig: Configuration repository for the cld detector model in the key4hep stack, https://github.com/key4hep/CLDConfig (2025).
- T. Chen and C. Guestrin, Xgboost: A scalable tree boosting system, in Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD ’16 (ACM, 2016), pp. 785–794, 10.1145/2939672.2939785.
- R. Aaij et al. (LHCb Collaboration), Updated measurement of time-dependent -violating observables in decays, Eur. Phys. J. C 79, 706 (2019); 80, 601(E) (2020).
- R. Aaij et al. (LHCb Collaboration), flavour tagging using charm decays at the LHCb experiment, J. Instrum. 10, P10005 (2015).
- R. Aaij et al. (LHCb Collaboration), New algorithms for identifying the flavour of mesons using pions and protons, Eur. Phys. J. C 77, 238 (2017).
- R. Aaij et al. (LHCb Collaboration), A new algorithm for identifying the flavour of mesons at LHCb, J. Instrum. 11, P05010 (2016).
- F. Abudinén et al. (Belle-II Collaboration), -flavor tagging at Belle II, Eur. Phys. J. C 82, 283 (2022).
- A. Hayrapetyan et al. (CMS Collaboration), Angular analysis of the decay in proton-proton collisions at , Phys. Lett. B 864, 139406 (2025).
- S. Wehle et al. (Belle Collaboration), Lepton-flavor-dependent angular analysis of , Phys. Rev. Lett. 118, 111801 (2017).
- M. Aaboud et al. (ATLAS Collaboration), Angular analysis of decays in collisions at with the ATLAS detector, J. High Energy Phys. 10 (2018) 047.
- R. Aaij et al. (LHCb Collaboration), Measurement of -averaged observables in the decay, Phys. Rev. Lett. 125, 011802 (2020).
- R. Aaij et al. (LHCb Collaboration), Differential branching fraction and angular analysis of the decay , J. High Energy Phys. 07 (2013) 084.
- R. Aaij et al. (LHCb Collaboration), Angular analysis and differential branching fraction of the decay , J. High Energy Phys. 09 (2015) 179.
- R. Aaij et al. (LHCb Collaboration), Branching fraction measurements of the rare and decays, Phys. Rev. Lett. 127, 151801 (2021).
- R. Aaij et al. (LHCb Collaboration), Differential branching fractions and isospin asymmetries of decays, J. High Energy Phys. 06 (2014) 133.
- R. Aaij et al. (LHCb Collaboration), Angular analysis of the decay, Phys. Rev. Lett. 126, 161802 (2021).
- R. Aaij et al. (LHCb Collaboration), Amplitude analysis of the decay, Phys. Rev. Lett. 132, 131801 (2024).
- R. Aaij et al. (LHCb Collaboration), Comprehensive analysis of local and nonlocal amplitudes in the decay, J. High Energy Phys. 09 (2024) 026.
- A. Hayrapetyan et al. (CMS Collaboration), Test of lepton flavor universality in and decays in proton-proton collisions at , Rep. Prog. Phys. 87, 077802 (2024).
- J. P. Lees et al. (BABAR Collaboration), Measurement of branching fractions and rate asymmetries in the rare decays , Phys. Rev. D 86, 032012 (2012).
- S. Choudhury et al. (Belle Collaboration), Test of lepton flavor universality and search for lepton flavor violation in decays, J. High Energy Phys. 03 (2021) 105.
- R. Aaij et al. (LHCb Collaboration), Test of lepton universality using decays, Phys. Rev. Lett. 113, 151601 (2014).
- R. Aaij et al. (LHCb Collaboration), Test of lepton universality with decays, J. High Energy Phys. 08 (2017) 055.
- R. Aaij et al. (LHCb Collaboration), Test of lepton universality using decays, J. High Energy Phys. 05 (2020) 040.
- R. Aaij et al. (LHCb Collaboration), Test of lepton universality in beauty-quark decays, Nat. Phys. 18, 277 (2022).
- R. Aaij et al. (LHCb Collaboration), Tests of lepton universality using and decays, Phys. Rev. Lett. 128, 191802 (2022).
- R. Aaij et al. (LHCb Collaboration), Measurement of lepton universality parameters in and decays, Phys. Rev. D 108, 032002 (2023).
- R. Aaij et al. (LHCb Collaboration), Test of lepton universality in decays, Phys. Rev. Lett. 131, 051803 (2023).
- T. Sjöstrand et al., An introduction to pythia 8.2, Comput. Phys. Commun. 191, 159 (2015).
- D. J. Lange, The evtgen particle decay simulation package, Nucl. Instrum. Methods Phys. Res., Sect. A 462, 152 (2001).
- R. Aaij et al. (LHCb Collaboration), Amplitude analysis of the radiative decay , J. High Energy Phys. 08 (2024) 093.
- R. Aaij et al. (LHCb Collaboration), Amplitude analysis of the decay, J. High Energy Phys. 06 (2024) 098.
- K. Chilikin et al. (Belle Collaboration), Observation of a new charged charmoniumlike state in decays, Phys. Rev. D 90, 112009 (2014).
- Y. S. Amhis et al. (HFLAV Collaboration), Averages of -hadron, -hadron, and -lepton properties as of 2018, Eur. Phys. J. C 81, 226 (2021).
- H.-Y. Jiang and F.-S. Yu, Fragmentation-fraction ratio in —and -baryon decays, Eur. Phys. J. C 78, 224 (2018).
- Y. Amhis et al., Prospects for searches of decays at FCC-ee, J. High Energy Phys. 01 (2023) 144.
- T. H. Kwok et al., Time-dependent precision measurement of decay at FCC-ee, Eur. Phys. J. C 86, 135 (2026).
- A. Beck, M. Elmarassy, A. Sabbagh, M. Kreps, and E. Smith, Constraints on new physics from decays of polarized baryons at the FCC-ee, Phys. Rev. D 113, 055005 (2026).
- A. Di Canto, T. Hacheney, G. Hiller, D. S. Mitzel, S. Monteil, L. Röhrig, and D. Suelmann, New opportunities for rare charm from decays, Eur. Phys. J. C 86, 18 (2026).
- M. Dong et al. (CEPC Study Group), CEPC conceptual design report: Volume 2–Physics & detector (2018).
- H. Abidi et al., FCC feasibility studies: Impact of tracker- and calorimeter-detector performance on jet flavor identification and Higgs physics analyses, Phys. Rev. D 112, 052002 (2025).
- F. Bedeschi, L. Gouskos, and M. Selvaggi, Jet flavour tagging for future colliders with fast simulation, Eur. Phys. J. C 82, 646 (2022).
- A. Albert et al., Strange quark as a probe for new physics in the Higgs sector, in Proceedings of Snowmass 2021 (2022), arXiv:2203.07535.
- R. Barate et al. (ALEPH Collaboration), Study of charm production in decays, Eur. Phys. J. C 16, 597 (2000).
- S. Navas et al. (Particle Data Group), Review of particle physics, Phys. Rev. D 110, 030001 (2024).
- M. Benedikt et al. (FCC Collaboration), Future Circular Collider feasibility study report: Volume 2, accelerators, technical infrastructure and safety, Eur. Phys. J. Special Topics 234, 5713 (2025).
- A. Beck, A tracker-based particle-identification tool for the FCC-ee (2026), https://github.com/anjabeck/fccee-tracker-pid.