Reuse & Permissions

It is not necessary to obtain permission to reuse this article or its components as it is available under the terms of the Creative Commons Attribution 4.0 International license. This license permits unrestricted use, distribution, and reproduction in any medium, provided attribution to the author(s) and the published article's title, journal citation, and DOI are maintained. Please note that some figures may have been included with permission from other third parties. It is your responsibility to obtain the proper permission from the rights holder directly for these figures.

Export citation

Export citation

Choose format for download:

Download Citation
  • Open Access

Reconstructing sources of rare particles by femtoscopic correlations

Liang Zhang (张良)1,2, Song Zhang (张松)1,3,*, Kai-Jia Sun (孙开佳)1,3,†, and Yu-Gang Ma (马余刚)1,3,4,‡

  • *Contact author: song_zhang@fudan.edu.cn
  • †Contact author: kjsun@fudan.edu.cn
  • ‡Contact author: mayugang@fudan.edu.cn

Phys. Rev. C 113, 064907 – Published 22 June, 2026

DOI: https://doi.org/10.1103/kpdh-t7hs

Abstract

Measurement of particle emission source is a fundamental objective of femtoscopy in high-energy nuclear collisions. Conventional analyses rely on Gaussian parametrizations of pair emission sources, which makes the extraction of single-particle emission sources challenging, particularly for rare particles. Here, we introduce a novel statistical reconstruction method that allows extracting information of the target source relative to a data-constrained reference source instead of the Gaussian assumption. The correlation function is expressed as an ensemble average over the single-particle-conditioned correlation kernel, defined as the particle-by-particle contribution to the correlation function conditioned by the target particles. For particles with rare yields, the particle-by-particle distribution of this kernel can be transformed into event-by-event extraction and becomes experimentally accessible, enabling a direct statistical reconstruction of the emission source of single particles, instead of inferring a pair source. We apply this method to reconstruct J/ψ source via p−J/ψ correlations, using HAL QCD-derived NJ/ψ potentials in s=13.6 TeV pp collisions simulated with EPOS4HQ. The reconstructed source reproduces the key characteristics and this new approach achieves a systematic uncertainty of approximately 13% based on EPOS4 simulation.

View figure in article

Physics Subject Headings (PhySH)

Article Text

References (65)

  1. R. H. Brown and R. Q. Twiss, A test of a new type of stellar interferometer on Sirius, Nature (London) 178, 1046 (1956).
  2. G. Goldhaber, S. Goldhaber, W. Lee, and A. Pais, Influence of Bose-Einstein statistics on the antiproton-proton annihilation process, Phys. Rev. 120, 300 (1960).
  3. G. Kopylov, Like particle correlations as a tool to study the multiple production mechanism, Phys. Lett. B 50, 472 (1974).
  4. W. A. Zajc, J. A. Bistirlich, R. R. Bossingham, H. R. Bowman, C. W. Clawson, K. M. Crowe, K. A. Frankel, J. G. Ingersoll, J. M. Kurck, O. Hashimoto, M. Koike, W. J. McDonald, J. P. Miller, P. Truöl, C. J. Martoff, D. L. Murphy, J. O. Rasmussen, J. P. Sullivan, and E. Yoo, Two-pion correlations in heavy ion collisions, Phys. Rev. C 29, 2173 (1984).
  5. D. H. Boal, C. K. Gelbke, and B. K. Jennings, Intensity interferometry in subatomic physics, Rev. Mod. Phys. 62, 553 (1990).
  6. W. Bauer, C. K. Gelbke, and S. Pratt, Hadronic interferometry in heavy-ion collisions, Annu. Rev. Nucl. Part. Sci. 42, 77 (1992).
  7. M. A. Lisa, S. Pratt, R. Soltz, and U. Wiedemann, Femtoscopy in relativistic heavy ion collisions: Two decades of progress, Annu. Rev. Nucl. Part. Sci. 55, 357 (2005).
  8. U. Heinz and B. V. Jacak, Two-particle correlations in relativistic heavy-ion collisions, Annu. Rev. Nucl. Part. Sci. 49, 529 (1999).
  9. U. A. Wiedemann and U. Heinz, Particle interferometry for relativistic heavy-ion collisions, Phys. Rep. 319, 145 (1999).
  10. J. H. Chen et al., Properties of the QCD matter: Review of selected results from the relativistic heavy ion collider beam energy scan (RHIC BES) program, Nucl. Sci. Tech. 35, 214 (2024).
  11. Q. Y. Shou, Y. G. Ma, S. Zhang, J.-H. Zhu, Y.-X. Mao, H. Pei, Z.-B.Yin, X.-M. Zhang, D.-C. Zhou, X.-Y. Peng, X.-Z. Bai, Z.-B. Tang, Y.-F. Zhang, and X.-M. Li, Properties of QCD matter: A review of selected results from ALICE experiment, Nucl. Sci. Tech. 35, 219 (2024).
  12. P. Lu, R. Kavak, A. Dubla, S. Masciocchi, and I. Selyuzhenkov, Quantification of the low-pT pion excess in heavy-ion collisions at the LHC and top RHIC energy, Nucl. Sci. Tech. 36, 142 (2025).
  13. R. Q. Wang, X. L. Hou, Y. H. Li, J. Song, and F. L. Shao, Production characteristics of light nuclei, hypertritons, and Ω -hypernuclei in Pb+Pb collisions at sNN=5.02TeV, Nucl. Sci. Tech. 36, 185 (2025).
  14. N. Yu, Z. M. Zhang, H. G. Xu, and M. X. Song, Effect of light nuclei on chemical freeze-out parameters at RHIC energies, Nucl. Sci. Tech. 36, 65 (2025).
  15. W. J. Dong, X. Z. Yu, S. Y. Ping, X.-T. Wu, G.Wang, H.-Z. Huang, and Z.-W. Lin, Study of baryon number transport dynamics and strangeness conservation effects using Ω-hadron correlations, Nucl. Sci. Tech. 35, 120 (2024).
  16. R. Lednicky and V. L. Lyuboshits, Final state interaction effect on pairing correlations between particles with small relative momenta, Yad. Fiz. (Sov. J. Nucl. Phys.) 35, 1316 (1981).
  17. S. Pratt, Pion interferometry of quark-gluon plasma, Phys. Rev. D 33, 1314 (1986).
  18. M. Bowler, Coulomb corrections to Bose-Einstein corrections have greatly exaggerated, Phys. Lett. B 270, 69 (1991).
  19. R. Lednický and V. L. Lyuboshitz, The influence of final state interaction on two-particle correlations in multiple production of particles and resonances, Acta Phys. Hung. New Ser. Heavy Ion Phys. 3, 93 (1996).
  20. R. Lednicky, Femtoscopy with unlike particles, arXiv:nucl-th/0112011.
  21. R. Lednicky, Progress in correlation femtoscopy, in Multiparticle Dynamics (World Scientific, Alushta, Crimea, Ukraine, 2003), pp. 21–26.
  22. Y. B. Wei, Y. G. Ma, W. Q. Shen, G. L. Ma, K. Wang, X. Z. Cai, C. Zhong, W. Guo, and J. G. Chen, Exploring binding energy and separation energy dependences of HBT strength, Phys. Lett. B 586, 225 (2004).
  23. Y. G. Ma, G. H. Liu, X. Z. Cai, D. Q. Fang, W. Guo, W. Q. Shen, W. D. Tian, and H. W. Wang, Hard-photon flow and photon-photon correlation in intermediate-energy heavy-ion collisions, Phys. Rev. C 85, 024618 (2012).
  24. Y. G. Ma et al., Different mechanism of two-proton emission from proton-rich nuclei Al23 and Mg22, Phys. Lett. B 743, 306 (2015).
  25. S. E. Koonin, Proton pictures of high-energy nuclear collisions, Phys. Lett. B 70, 43 (1977).
  26. J. He, S. Zhang, Y.-G. Ma, J. Chen, and C. Zhong, Clustering structure effect on Hanbury-Brown–Twiss correlation in C+12197Au collisions at 200 GeV, Eur. Phys. J. A 56, 52 (2020).
  27. ALICE Collaboration, Search for a common baryon source in high-multiplicity pp collisions at the LHC, Phys. Lett. B 811, 135849 (2020).
  28. ALICE Collaboration, Common femtoscopic hadron-emission source in pp collisions at the LHC, Eur. Phys. J. C 85, 198 (2025).
  29. J. Xu, Z. Qin, R. Zou, D. Si, S. Xiao, B. Tian, Y. Wang, and Z. Xiao, Imaging freeze-out sources and extracting strong interaction parameters in relativistic heavy-ion collisions, Chin. Phys. Lett. 42, 031401 (2025).
  30. A.-S. Xiong, Q.-W. Yuan, M.-Z. Liu, F.-S. Yu, Z.-W. Liu, and L.-S. Geng, Solving the inverse source problem in femtoscopy with a toy model, Chin. Phys. C (2026), doi: 10.1088/1674-1137/ae6310.
  31. L. Wang and J. Zhao, Learning hadron emitting sources with deep neural networks, Commun. Phys. 9, 90 (2026).
  32. B.-S. Xi, J.-H. Chen, L. Ma, Y.-G. Ma, and T.-T. Wang, Study of the momentum correlation of nucleons in Ru4496+Ru4496 and Zr4096+Zr4096 collisions at sNN=7.7 and 200 GeV from a multiphase transport model, Nucl. Sci. Tech. 36, 228 (2025).
  33. Y. Wang et al., The emission order of hydrogen isotopes via correlation functions in 30 MeV/u Ar+Au reactions, Phys. Lett. B 825, 136856 (2022).
  34. T.-T. Wang, Simulations of momentum correlation functions of light (anti)nuclei in relativistic heavy-ion collisions at NN=39 GeV, Phys. Rev. C 107, 014911 (2023).
  35. F.-H. Qiao, X.-G. Deng, and Y.-G. Ma, Momentum correlation of light nuclei in Au + Au collisions at sNN=2.0∼7.7 GeV, Phys. Lett. B 850, 138535 (2024).
  36. T.-T. Wang, Y.-G. Ma, and S. Zhang, Calculation of momentum correlation functions between π,K, and p for several heavy-ion collision systems at NN=39 GeV, Phys. Rev. C 109, 024912 (2024).
  37. D.-F. Wang, M.-Y. Chen, Y.-G. Ma, Q.-Y. Shou, S. Zhang, and L. Zheng, Investigating the pion emission source in pp collisions using the AMPT model with subnucleon structure, Nucl. Sci. Tech. 36, 154 (2025).
  38. Y. G. Ma, Y. B. Wei, W. Q. Shen, X. Z. Cai, J. G. Chen, J. H. Chen, D. Q. Fang, W. Guo, C. W. Ma, G. L. Ma, Q. M. Su, W. D. Tian, K. Wang, T. Z. Yan, C. Zhong, and J. X. Zuo, Surveying the nucleon-nucleon momentum correlation function in the framework of quantum molecular dynamics model, Phys. Rev. C 73, 014604 (2006).
  39. STAR Collaboration, Measurement of interaction between antiprotons, Nature (London) 527, 345 (2015).
  40. J. Haidenbauer, Coupled-channel effects in hadron–hadron correlation functions, Nucl. Phys. A 981, 1 (2019).
  41. L. Fabbietti, V. M. Sarti, and O. V. Doce, Study of the strong interaction among hadrons with correlations at the LHC, Annu. Rev. Nucl. Part. Sci. 71, 377 (2021).
  42. S. Acharya et al. (ALICE Collaboration), First measurement of the Λ–Ξ interaction in proton–proton collisions at the LHC, Phys. Lett. B 844, 137223 (2023).
  43. S. Acharya et al. (ALICE Collaboration), Experimental evidence for an attractive p−ϕ interaction, Phys. Rev. Lett. 127, 172301 (2021).
  44. D. Si et al., Extracting neutron-neutron interaction strength and spatiotemporal dynamics of neutron emission from the two-particle correlation function, Phys. Rev. Lett. 134, 222301 (2025).
  45. L. Adamczyk et al. (STAR Collaboration), ΛΛ correlation function in Au+Au collisions at sNN=200GeV, Phys. Rev. Lett. 114, 022301 (2015).
  46. Y. Kamiya, T. Hyodo, K. Morita, A. Ohnishi, and W. Weise, K−p correlation function from high-energy nuclear collisions and chiral SU(3) dynamics, Phys. Rev. Lett. 124, 132501 (2020).
  47. S. Acharya et al. (ALICE Collaboration), Accessing the strong interaction between Λ baryons and charged kaons with the femtoscopy technique at the LHC, Phys. Lett. B 845, 138145 (2023).
  48. ALICE Collaboration, Investigating the p–π± and p–p–π± dynamics with femtoscopy in pp collisions at s=13 TeV, Eur. Phys. J. A 61, 194 (2025).
  49. ALICE Collaboration, Observation of deuteron and antideuteron formation from resonance-decay nucleons, Nature (London) 648, 306 (2025).
  50. K. J. Sun, Femtoscopy reveals how (anti-)deuteron is formed at the LHC, Nucl. Sci. Tech. 37, 64 (2026).
  51. M.-Z. Liu, Y.-W. Pan, Z.-W. Liu, T.-W. Wu, J.-X. Lu, and L.-S. Geng, Three ways to decipher the nature of exotic hadrons: Multiplets, three-body hadronic molecules, and correlation functions, Phys. Rep. 1108, 1 (2025).
  52. J. H. Chen, F. K. Guo, J. J. Wu, B. S. Zou, Y. G. Ma, C. P. Shen, and Q. Y. Shou, Production of exotic hadrons in pp and nuclear collisions, Nucl. Sci. Tech. 36, 55 (2025).
  53. K. Werner and B. Guiot, Perturbative QCD concerning light and heavy flavor in the EPOS4 framework, Phys. Rev. C 108, 034904 (2023).
  54. K. Werner, Revealing a deep connection between factorization and saturation: New insight into modeling high-energy proton-proton and nucleus-nucleus scattering in the EPOS4 framework, Phys. Rev. C 108, 064903 (2023).
  55. K. Werner, Core-corona procedure and microcanonical hadronization to understand strangeness enhancement in proton-proton and heavy ion collisions in the EPOS4 framework, Phys. Rev. C 109, 014910 (2024).
  56. K. Werner, Parallel scattering, saturation, and generalized Abramovskii-Gribov-Kancheli (AGK) theorem in the EPOS4 framework, with applications for heavy-ion collisions at sNN of 5.02 TeV and 200 GeV, Phys. Rev. C 109, 034918 (2024).
  57. J. Zhao, J. Aichelin, P. B. Gossiaux, and K. Werner, Heavy flavor as a probe of hot QCD matter produced in proton-proton collisions, Phys. Rev. D 109, 054011 (2024).
  58. J. Zhao, J. Aichelin, P. B. Gossiaux, V. Ozvenchuk, and K. Werner, Heavy-flavor hadron production in relativistic heavy ion collisions at energies available at BNL RHIC and at the CERN LHC in the EPOS4HQ framework, Phys. Rev. C 110, 024909 (2024).
  59. Y. Lyu, T. Doi, T. Hatsuda, and T. Sugiura, Nucleon-charmonium interactions from lattice QCD, Phys. Lett. B 860, 139178 (2025).
  60. ALICE Collaboration, Unveiling the strong interaction among hadrons at the LHC, Nature (London) 588, 232 (2020).
  61. S. Acharya et al. (ALICE Collaboration), Scattering studies with low-energy kaon-proton femtoscopy in proton-proton collisions at the LHC, Phys. Rev. Lett. 124, 092301 (2020).
  62. N. Ishii, S. Aoki, and T. Hatsuda, Nuclear force from lattice QCD, Phys. Rev. Lett. 99, 022001 (2007).
  63. HAL QCD Collaboration, N. Ishii, S. Aoki, T. Doi, T. Hatsuda, Y. Ikeda, T. Inoue, K. Murano, H. Nemura, and K. Sasaki, Hadron–hadron interactions from imaginary-time Nambu–Bethe–Salpeter wave function on the lattice, Phys. Lett. B 712, 437 (2012).
  64. S. Aoki and T. Doi, Lattice QCD and baryon-baryon interactions: HAL QCD method, Front. Phys. 8, 307 (2020).
  65. D. L. Mihaylov, V. Mantovani Sarti, O. W. Arnold, L. Fabbietti, B. Hohlweger, and A. M. Mathis, A femtoscopic correlation analysis tool using the Schrödinger equation (CATS), Eur. Phys. J. C 78, 394 (2018).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation