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Emergent Nonthermal Fluid from Jets in the Massive Schwinger Model Using Tensor Networks

Romuald A. Janik1,*, Maciej A. Nowak1,†, Marek M. Rams1,‡, and Ismail Zahed2,§

  • 1Institute of Theoretical Physics and Mark Kac Center for Complex Systems Research, Jagiellonian University, 30-348 Kraków, Poland
  • 2Center for Nuclear Theory, Department of Physics and Astronomy, Stony Brook University, Stony Brook, New York 11794–3800, USA

  • *Contact author: romuald.janik@gmail.com
  • †Contact author: maciej.a.nowak@uj.edu.pl
  • ‡Contact author: marek.rams@uj.edu.pl
  • §Contact author: ismail.zahed@stonybrook.edu

Phys. Rev. Lett. 135, 211903 – Published 20 November, 2025

DOI: https://doi.org/10.1103/gvr2-gqys

Abstract

We analyze the correlation between the energy, momentum, and spatial entanglement produced by two luminal jets in the massive Schwinger model. Using tensor network methods, we show that for m/g>1/π, in the vicinity of the strong- to weak-coupling transition, a nearly perfect and chargeless effective fluid behavior appears around the midrapidity region with a universal energy-pressure relationship. The evolution of energy and pressure is strongly correlated with the rise of the spatial entanglement entropy, indicating a key role of quantum dynamics. Some of these observations may be used to analyze high multiplicity jet fragmentation events, energy-energy and energy-charge correlators at current collider energies.

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References (68)

  1. R. Abir et al., The case for an EIC theory alliance: Theoretical challenges of the EIC, arXiv:2305.14572.
  2. R. Abdul Khalek et al., Science requirements and detector concepts for the electron-ion collider: EIC Yellow report, Nucl. Phys. A1026, 122447 (2022).
  3. R. D. Field and R. P. Feynman, A parametrization of the properties of quark jets, Nucl. Phys. B136, 1 (1978).
  4. B. Andersson, The Lund Model, Cambridge Monographs on Particle Physics, Nuclear Physics and Cosmology Vol. 7 (Cambridge University Press, Cambridge, United Kingdom, 2023).
  5. U. Schöllwock, The density-matrix renormalization group in the age of matrix product states, Ann. Phys. (Amsterdam) 326, 96 (2011).
  6. R. Orús, A practical introduction to tensor networks: Matrix product states and projected entangled pair states, Ann. Phys. (Amsterdam) 349, 117 (2014).
  7. J. I. Cirac, D. Pérez-García, N. Schuch, and F. Verstraete, Matrix product states and projected entangled pair states: Concepts, symmetries, theorems, Rev. Mod. Phys. 93, 045003 (2021).
  8. J. Haegeman, J. I. Cirac, T. J. Osborne, I. Pižorn, H. Verschelde, and F. Verstraete, Time-dependent variational principle for quantum lattices, Phys. Rev. Lett. 107, 070601 (2011).
  9. J. Haegeman, C. Lubich, I. Oseledets, B. Vandereycken, and F. Verstraete, Unifying time evolution and optimization with matrix product states, Phys. Rev. B 94, 165116 (2016).
  10. A. Stoffers and I. Zahed, Holographic Pomeron and entropy, Phys. Rev. D 88, 025038 (2013).
  11. R. Peschanski, Dynamical entropy of dense QCD states, Phys. Rev. D 87, 034042 (2013).
  12. A. Kovner and M. Lublinsky, Entanglement entropy and entropy production in the color glass condensate framework, Phys. Rev. D 92, 034016 (2015).
  13. D. E. Kharzeev and E. M. Levin, Deep inelastic scattering as a probe of entanglement, Phys. Rev. D 95, 114008 (2017).
  14. Y. Liu and I. Zahed, Entanglement in Regge scattering using the AdS/CFT correspondence, Phys. Rev. D 100, 046005 (2019).
  15. J. Berges, S. Floerchinger, and R. Venugopalan, Dynamics of entanglement in expanding quantum fields, J. High Energy Phys. 04 (2018) 145.
  16. K. Kutak, Entanglement entropy of proton and its relation to thermodynamics entropy, arXiv:2310.18510.
  17. Y. Liu, M. A. Nowak, and I. Zahed, Universality of Koba-Nielsen-Olesen scaling in QCD at high energy and entanglement, arXiv:2302.01380.
  18. M. Hentschinski, D. E. Kharzeev, K. Kutak, and Z. Tu, QCD evolution of entanglement entropy, Rep. Prog. Phys. 87, 120501 (2024).
  19. V. Latora and M. Baranger, Kolmogorov-Sinai entropy rate versus physical entropy, Phys. Rev. Lett. 82, 520 (1999).
  20. V. Latora, A. Rapisarda, C. Tsallis, and M. Baranger, Generalization to nonextensive systems of the rate of entropy increase: The case of the logistic map, Phys. Lett. A 273, 97 (2000).
  21. J. D. Bekenstein, Limitations on quantum information from black hole physics, Acta Phys. Polon. B 32, 3555 (2001).
  22. A. Casher, J. B. Kogut, and L. Susskind, Vacuum polarization and the absence of free quarks, Phys. Rev. D 10, 732 (1974).
  23. D. E. Kharzeev and F. Loshaj, Jet energy loss and fragmentation in heavy ion collisions, Phys. Rev. D 87, 077501 (2013).
  24. T. Fujita and J. Hufner, Quark fragmentation function in the Schwinger model, Phys. Rev. D 40, 604 (1989).
  25. F. Hebenstreit, J. Berges, and D. Gelfand, Real-time dynamics of string breaking, Phys. Rev. Lett. 111, 201601 (2013).
  26. J. a. Barata, W. Gong, and R. Venugopalan, Realtime dynamics of hyperon spin correlations from string fragmentation in a deformed four-flavor Schwinger model, Phys. Rev. D 109, 116003 (2024).
  27. A. Florio, D. Frenklakh, K. Ikeda, D. Kharzeev, V. Korepin, S. Shi, and K. Yu, Real-time nonperturbative dynamics of jet production in Schwinger model: Quantum entanglement and vacuum modification, Phys. Rev. Lett. 131, 021902 (2023).
  28. A. Florio, D. Frenklakh, K. Ikeda, D. E. Kharzeev, V. Korepin, S. Shi, and K. Yu, Quantum real-time evolution of entanglement and hadronization in jet production: Lessons from the massive Schwinger model, Phys. Rev. D 110, 094029 (2024).
  29. L. Batini, L. Kuhn, J. Berges, and S. Floerchinger, Particle production and hadronization temperature in the massive Schwinger model, Phys. Rev. D 110, 045017 (2024).
  30. H. Lamm, S. Lawrence, and Y. Yamauchi (NuQS Collaboration), Parton physics on a quantum computer, Phys. Rev. Res. 2, 013272 (2020).
  31. M. G. Echevarria, I. L. Egusquiza, E. Rico, and G. Schnell, Quantum simulation of light-front parton correlators, Phys. Rev. D 104, 014512 (2021).
  32. M. Kreshchuk, S. Jia, W. M. Kirby, G. Goldstein, J. P. Vary, and P. J. Love, Simulating hadronic physics on NISQ devices using basis light-front quantization, Phys. Rev. A 103, 062601 (2021).
  33. A. Pérez-Salinas, J. Cruz-Martinez, A. A. Alhajri, and S. Carrazza, Determining the proton content with a quantum computer, Phys. Rev. D 103, 034027 (2021).
  34. T. Li, X. Guo, W. K. Lai, X. Liu, E. Wang, H. Xing, D.-B. Zhang, and S.-L. Zhu (QuNu Collaboration), Partonic collinear structure by quantum computing, Phys. Rev. D 105, L111502 (2022).
  35. W. Qian, R. Basili, S. Pal, G. Luecke, and J. P. Vary, Solving hadron structures using the basis light-front quantization approach on quantum computers, Phys. Rev. Res. 4, 043193 (2022).
  36. T. Li, X. Guo, W. K. Lai, X. Liu, E. Wang, H. Xing, D.-B. Zhang, and S.-L. Zhu (QuNu Collaboration), Exploring light-cone distribution amplitudes from quantum computing, Sci. China Phys. Mech. Astron. 66, 281011 (2023).
  37. T. V. Zache, D. González-Cuadra, and P. Zoller, Fermion-qudit quantum processors for simulating lattice gauge theories with matter, Quantum 7, 1140 (2023).
  38. S. Grieninger, K. Ikeda, and I. Zahed, Quasiparton distributions in massive QED2: Toward quantum computation, Phys. Rev. D 110, 076008 (2024).
  39. S. Grieninger and I. Zahed, Quasifragmentation functions in the massive Schwinger model, Phys. Rev. D 110, 116009 (2024).
  40. M. C. Bañuls, K. Cichy, C. J. D. Lin, and M. Schneider, Parton distribution functions in the Schwinger model with tensor networks, in Proceedings of the 41st International Symposium on Lattice Field Theory (2024), arXiv:2409.16996.
  41. Z.-B. Kang, N. Moran, P. Nguyen, and W. Qian, Partonic distribution functions and amplitudes using tensor network methods, J. High Energy Phys. 09 (2025) 176.
  42. J. Barata and S. Mukherjee, Probing celestial energy and charge correlations through real-time quantum simulations: Insights from the Schwinger model, Phys. Rev. D 111, L031901 (2025).
  43. K. Lee, F. Turro, and X. Yao, Quantum computing for energy correlators, Phys. Rev. D 111, 054514 (2025).
  44. This is not a sharp transition, but rather a crossover.

  45. E. Arguello Cruz, G. Tarnopolsky, and Y. Xin, Precision study of the massive Schwinger model near quantum criticality, Phys. Rev. D 112, 034023 (2025).
  46. H. Fujii, K. Fujikura, Y. Kikukawa, T. Okuda, and J. W. Pedersen, Critical behavior of the Schwinger model via gauge-invariant VUMPS, Phys. Rev. D 111, 094505 (2025).
  47. J. S. Schwinger, Gauge invariance and mass. II, Phys. Rev. 128, 2425 (1962).
  48. S. R. Coleman, More about the massive Schwinger model, Ann. Phys. (N.Y.) 101, 239 (1976).
  49. S. R. Coleman, The quantum sine-Gordon equation as the massive Thirring model, Phys. Rev. D 11, 2088 (1975).
  50. X. Ji, Y. Liu, and I. Zahed, Mass structure of hadrons and light-front sum rules in the ’t Hooft model, Phys. Rev. D 103, 074002 (2021).
  51. T. Banks, L. Susskind, and J. B. Kogut, Strong coupling calculations of lattice gauge theories: (1+1)-dimensional exercises, Phys. Rev. D 13, 1043 (1976).
  52. R. Dempsey, I. R. Klebanov, S. S. Pufu, and B. Zan, Discrete chiral symmetry and mass shift in the lattice Hamiltonian approach to the Schwinger model, Phys. Rev. Res. 4, 043133 (2022).
  53. See Supplemental Material at http://link.aps.org/supplemental/10.1103/gvr2-gqys for staggered fermion formulation of EMT, definition of hydrodynamic variables, further simulation details, and convergence checks, which includes Refs. [54–57].
  54. H. Sugawara, A field theory of currents, Phys. Rev. 170, 1659 (1968).
  55. J. B. Kogut and L. Susskind, Hamiltonian formulation of Wilson’s lattice gauge theories, Phys. Rev. D 11, 395 (1975).
  56. M. M. Rams, G. Wójtowicz, A. Sinha, and J. Hasik, yastn: Yet another symmetric tensor networks; A python library for Abelian symmetric tensor network calculations, SciPost Phys. Codebases 52, 1 (2025).
  57. M. M. Rams and M. Zwolak, Breaking the entanglement barrier: Tensor network simulation of quantum transport, Phys. Rev. Lett. 124, 137701 (2020).
  58. E. V. Shuryak, Final state interaction in high energy e+e− annihilation into hadrons, Phys. Lett. B 34, 509 (1971).
  59. L. Susskind and J. Lindesay, An Introduction to Black Holes, Information and the String Theory Revolution (World Scientific, Singapore, 2004).
  60. K. Jensen and A. Karch, Holographic dual of an Einstein-Podolsky-Rosen pair has a wormhole, Phys. Rev. Lett. 111, 211602 (2013).
  61. J. Sonner, Holographic Schwinger effect and the geometry of entanglement, Phys. Rev. Lett. 111, 211603 (2013).
  62. S. Grieninger, D. E. Kharzeev, and I. Zahed, Entanglement in a holographic Schwinger pair with confinement, Phys. Rev. D 108, 086030 (2023).
  63. S. Grieninger, D. E. Kharzeev, and I. Zahed, Entanglement entropy in a time-dependent holographic Schwinger pair creation, Phys. Rev. D 108, 126014 (2023).
  64. G. Basar, D. E. Kharzeev, H.-U. Yee, and I. Zahed, Holographic pomeron and the Schwinger mechanism, Phys. Rev. D 85, 105005 (2012).
  65. Y. Qian and I. Zahed, Stretched string with self-interaction at the Hagedorn point: Spatial sizes and black holes, Phys. Rev. D 92, 105001 (2015).
  66. E. Shuryak and I. Zahed, Regimes of the Pomeron and its intrinsic entropy, Ann. Phys. (Amsterdam) 396, 1 (2018).
  67. Y. Qian and I. Zahed, Holographic Pomeron and primordial viscosity, arXiv:1211.6421.
  68. R. A. Janik, M. A. Nowak, M. M. Rams, and I. Zahed, Emergent non-thermal fluid from jets in the massive Schwinger model using tensor networks—Replication data, 10.57903/UJ/Y4ACRI.

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