- Open Access
Reciprocal symmetry and Koba-Nielsen-Olesen scaling violation in proton-proton collisions
Phys. Rev. D 114, 016004 – Published 6 July, 2026
DOI: https://doi.org/10.1103/11kp-cmgr
Abstract
We analyze the charged particle multiplicity distributions in collisions and discuss the violation of the Koba-Nielsen-Olesen (KNO) scaling. We extract the deviations from the leading exponential behavior of the KNO scaled probability and identify a reciprocal symmetry in the KNO violating corrections observed in the ATLAS and CMS data at . The symmetry imposes a local constraint on the multiplicity distribution at , namely , which we verify directly in the data. We use this constraint to extract the entanglement entropy from the well-measured region , avoiding the large uncertainties associated with the distribution tail.
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References (25)
- Z. Koba, H. B. Nielsen, and P. Olesen, Scaling of multiplicity distributions in high-energy hadron collisions, Nucl. Phys. B40, 317 (1972).
- A. M. Polyakov, A similarity hypothesis in the strong interactions. I. Multiple hadron production in annihilation, Sov. Phys. JETP 32, 296 (1971).
- G. Aad et al. (ATLAS Collaboration), Charged-particle distributions in interactions measured with the ATLAS detector at the LHC, Phys. Lett. B 758, 67 (2016).
- Y. Kulchitsky and P. Tsiareshka, Study of the KNO scaling in collisions at from 0.9 to 13 TeV using results of the ATLAS at the LHC, Eur. Phys. J. C 82, 462 (2022).
- V. Khachatryan et al. (CMS Collaboration), Charged particle multiplicities in interactions at , 2.36, and 7 TeV, J. High Energy Phys. 01 (2011) 079.
- D. E. Kharzeev and E. M. Levin, Deep inelastic scattering as a probe of entanglement, Phys. Rev. D 95, 114008 (2017).
- D. E. Kharzeev and E. M. Levin, Deep inelastic scattering as a probe of entanglement: Confronting experimental data, Phys. Rev. D 104, L031503 (2021).
- D. E. Kharzeev, Quantum information approach to high energy interactions, Phil. Trans. R. Soc. A 380, 20210063 (2022).
- Z. Tu, D. E. Kharzeev, and T. Ullrich, Einstein-Podolsky-Rosen paradox and quantum entanglement at subnucleonic scales, Phys. Rev. Lett. 124, 062001 (2020).
- V. Andreev et al. (H1 Collaboration), Measurement of charged particle multiplicity distributions in DIS at HERA and its implication to entanglement entropy of partons, Eur. Phys. J. C 81, 212 (2021).
- M. Hentschinski and K. Kutak, Evidence for the maximally entangled low proton in deep inelastic scattering from H1 data, Eur. Phys. J. C 82, 111 (2022).
- M. Hentschinski, K. Kutak, and R. Straka, Maximally entangled proton and charged hadron multiplicity in deep inelastic scattering, Eur. Phys. J. C 82, 1147 (2022).
- M. Hentschinski, D. E. Kharzeev, K. Kutak, and Z. Tu, Probing the onset of maximal entanglement inside the proton in diffractive deep inelastic scattering, Phys. Rev. Lett. 131, 241901 (2023).
- M. Hentschinski, D. E. Kharzeev, K. Kutak, and Z. Tu, QCD evolution of entanglement entropy, Rep. Prog. Phys. 87, 120501 (2024).
- M. Hentschinski, H. Jung, and K. Kutak, Entanglement entropy, Monte Carlo event generators, and soft gluons DIScovery, Phys. Rev. D 113, 054024 (2026).
- K. Kutak and M. Praszałowicz, Entropy, purity and gluon cascades at high energies with recombinations and transitions to vacuum, Eur. Phys. J. C 85, 1215 (2025).
- K. Kutak and S. Lökös, Entropy and multiplicity of hadrons in the high energy limit within dipole cascade models, Phys. Rev. D 112, 096017 (2025).
- L. S. Moriggi, F. S. Navarra, and M. V. T. Machado, Universality of scaling entropy in charged hadron multiplicity distributions at the LHC, Phys. Rev. D 112, 074019 (2025).
- Y. Liu, M. A. Nowak, and I. Zahed, Universality of Koba–Nielsen–Olesen scaling in QCD at high energy and entanglement, arXiv:2302.01380.
- A. Dumitru and E. Petreska, KNO scaling from a nearly Gaussian action for small- gluons, arXiv:1209.4105.
- A. H. Mueller, Soft gluons in the infinite-momentum wave function and the BFKL Pomeron, Nucl. Phys. B415, 373 (1994).
- M. Ouchen and A. Prygarin, Pomeron evolution, entanglement entropy and Abramovskii–Gribov–Kancheli cutting rules, Phys. Rev. D 112, 094027 (2025).
- V. A. Abramovsky, V. N. Gribov, and O. V. Kancheli, Character of inclusive spectra and fluctuations produced in inelastic processes by multi-Pomeron exchange, Yad. Fiz. 18, 595 (1973) [Sov. J. Nucl. Phys. 18, 308 (1974)].
- M. Ouchen and A. Prygarin, KNO scaling, memorylessness and maximal entanglement at universal fixed point, Nucl. Phys. B1025, 117381 (2026).
- O. K. Baker and D. E. Kharzeev, Thermal radiation and entanglement in proton-proton collisions at the LHC, Phys. Rev. D 98, 054007 (2018).