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Riemannian geometry of the moment manifold in relativistic kinetic theory and the approach to hydrodynamics
Phys. Rev. C 113, 064903 – Published 8 June, 2026
DOI: https://doi.org/10.1103/by8d-d9z2
Abstract
The kinetic-to-hydrodynamic crossover in the quark-gluon plasma is conventionally diagnosed by scale ratios such as the Knudsen and inverse Reynolds numbers, which are not metrical on the space of distributions. I equip the Denicol–Niemi–Molnär–Rischke (DNMR) 14-moment manifold with the Fisher-Rao metric—the local Hessian of the Kullback-Leibler divergence—and study the resulting Riemannian geometry for conformal Bjorken flow in the relaxation-time approximation. The equilibrium Fisher metric fixes the shear viscosity as , identifying near-equilibrium transport as an equilibrium statistical quantity. The full geodesic distance exceeds its linearized approximation by 15–35% at moderate shear, quantifying where Navier-Stokes–type expansions under-resolve the state-space distance. The equilibrium Fisher-Rao Ricci scalar of the five-dimensional shear sector is computed exactly within the truncation to be ; the negative sign identifies the equilibrium statistical manifold as locally hyperbolic in the Riemannian-geometry sense, which on a statistical model corresponds to diverging geodesic deviation between nearby moment states—a geometric statement about the truncated exponential family, not a prediction for physical relaxation rates. All results are obtained within the DNMR 14-moment truncation for conformal Bjorken flow; the equilibrium relations are closure independent within the truncation, and finite-shear quantities are properties of the Jaynes maximum-entropy completion.
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References (46)
- P. Romatschke and U. Romatschke, Relativistic Fluid Dynamics in and Out of Equilibrium (Cambridge University, Cambridge, England, 2019).
- W. Florkowski, M. P. Heller, and M. Spaliński, New theories of relativistic hydrodynamics in the LHC era, Rep. Prog. Phys. 81, 046001 (2018).
- M. P. Heller and M. Spaliński, Hydrodynamics beyond the gradient expansion: Resurgence and resummation, Phys. Rev. Lett. 115, 072501 (2015).
- J. Berges, M. P. Heller, A. Mazeliauskas, and R. Venugopalan, QCD thermalization: Ab initio approaches and interdisciplinary connections, Rev. Mod. Phys. 93, 035003 (2021).
- U. Heinz, Thermalization at RHIC, AIP Conf. Proc. 739, 163 (2005).
- P. Romatschke, Relativistic fluid dynamics far from local equilibrium, Phys. Rev. Lett. 120, 012301 (2018).
- M. P. Heller, R. A. Janik, and P. Witaszczyk, Hydrodynamic gradient expansion in gauge theory plasmas, Phys. Rev. Lett. 110, 211602 (2013).
- M. P. Heller, A. Serantes, M. Spaliński, V. Svensson, and B. Withers, Relativistic hydrodynamics: A singulant perspective, Phys. Rev. X 12, 041010 (2022).
- J. Brewer, L. Yan, and Y. Yin, Adiabatic hydrodynamization in rapidly-expanding quark–gluon plasma, Phys. Lett. B 816, 136189 (2021).
- K. Rajagopal, B. Scheihing-Hitschfeld, and R. Steinhorst, Adiabatic hydrodynamization and the emergence of attractors: A unified description of hydrodynamization in kinetic theory, J. High Energy Phys. 04 (2025) 028.
- M. P. Heller, A. Serantes, M. Spaliński, and B. Withers, The space of transport coefficients allowed by causality, Nat. Phys. 20, 1948 (2024).
- F. S. Bemfica, M. M. Disconzi, and J. Noronha, Causality and existence of solutions of relativistic viscous fluid dynamics with gravity, Phys. Rev. D 98, 104064 (2018).
- F. S. Bemfica, M. M. Disconzi, and J. Noronha, First-order general-relativistic viscous fluid dynamics, Phys. Rev. X 12, 021044 (2022).
- P. Kovtun, First-order relativistic hydrodynamics is stable, J. High Energy Phys. 10 (2019) 034.
- P. Romatschke, Relativistic viscous fluid dynamics and non-equilibrium entropy, Class. Quantum Grav. 27, 025006 (2010).
- R. Khan et al., Uncertainty quantification of holographic transport and energy loss for the hot and baryon-dense QGP, arXiv:2603.20482.
- S. I. Finazzo, R. Rougemont, H. Marrochio, and J. Noronha, Hydrodynamic transport coefficients for the non-conformal quark-gluon plasma from holography, J. High Energy Phys. 02 (2015) 051.
- H.-T. Ding, H.-T. Shu, and C. Zhang, Shear and bulk viscosities of the gluon plasma across the transition temperature from lattice QCD, Phys. Rev. D 113, 074503 (2026).
- P. Pavan et al., Shear viscosity from quenched to full lattice QCD, PoS LATTICE2024, 199 (2025).
- J. E. Bernhard, J. S. Moreland, and S. A. Bass, Bayesian estimation of the specific shear and bulk viscosity of quark–gluon plasma, Nat. Phys. 15, 1113 (2019).
- D. Everett et al. (JETSCAPE Collaboration), Multisystem Bayesian constraints on the transport coefficients of QCD matter, Phys. Rev. C 103, 054904 (2021).
- C. Shen, B. Schenke, and W. Zhao, Viscosities of the baryon-rich quark-gluon plasma from beam energy scan data, Phys. Rev. Lett. 132, 072301 (2024).
- N. N. Čencov, Statistical Decision Rules and Optimal Inference (American Mathematical Society, Providence, 1982).
- S.-I. Amari and H. Nagaoka, Methods of Information Geometry (American Mathematical Society, Providence, 2000).
- J. D. Bjorken, Highly relativistic nucleus-nucleus collisions: The central rapidity region, Phys. Rev. D 27, 140 (1983).
- G. S. Denicol, H. Niemi, E. Molnár, and D. H. Rischke, Derivation of transient relativistic fluid dynamics from the Boltzmann equation, Phys. Rev. D 85, 114047 (2012); Erratum: 91, 039902(E) (2015).
- W. Israel and J. M. Stewart, Transient relativistic thermodynamics and kinetic theory, Ann. Phys. (NY) 118, 341 (1979).
- I. Müller, Zum Paradoxon der Wörmeleitungstheorie, Z. Phys. 198, 329 (1967).
- H. Grad, On the kinetic theory of rarefied gases, Commun. Pure Appl. Math. 2, 331 (1949).
- G. Ruppeiner, Riemannian geometry in thermodynamic fluctuation theory, Rev. Mod. Phys. 67, 605 (1995); Erratum: 68, 313(E) (1996).
- R. Jordan, D. Kinderlehrer, and F. Otto, The variational formulation of the Fokker–Planck equation, SIAM J. Math. Anal. 29, 1 (1998).
- P. K. Kovtun, D. T. Son, and A. O. Starinets, Viscosity in strongly interacting quantum field theories from black hole physics, Phys. Rev. Lett. 94, 111601 (2005).
- M. Strickland, J. Noronha, and G. Denicol, Anisotropic nonequilibrium hydrodynamic attractor, Phys. Rev. D 97, 036020 (2018).
- C. Chattopadhyay, U. Heinz, S. Pal, and G. Vujanovic, Higher order and anisotropic hydrodynamics for Bjorken and Gubser flows, Phys. Rev. C 97, 064909 (2018).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/by8d-d9z2 for the Python analysis code compute_v16.py used to generate the numerical results reported in the figures and numerical tables, including the Fisher-Rao metric evaluations, finite-shear distance comparison, IS/RTA trajectory calculations, geodesic-curvature calculation, curvature checks, and Jacobi-deviation calculations.
- A. Kurkela, A. Mazeliauskas, J.-F. Paquet, S. Schlichting, and D. Teaney, Matching the nonequilibrium initial stage of heavy ion collisions to hydrodynamics with QCD kinetic theory, Phys. Rev. Lett. 122, 122302 (2019).
- A. Kurkela, A. Mazeliauskas, J.-F. Paquet, S. Schlichting, and D. Teaney, Effective kinetic description of event-by-event pre-equilibrium dynamics in high-energy heavy-ion collisions, Phys. Rev. C 99, 034910 (2019).
- S. Bhattacharyya, V. E. Hubeny, S. Minwalla, and M. Rangamani, Nonlinear fluid dynamics from gravity, J. High Energy Phys. 02 (2008) 045.
- B. Carter, Convective variational approach to relativistic thermodynamics of dissipative fluids, Proc. R. Soc. A 433, 45 (1991).
- N. Andersson and G. L. Comer, Relativistic fluid dynamics: Physics for many different scales, Living Rev. Relativity 10, 1 (2007).
- R. Geroch and L. Lindblom, Dissipative relativistic fluid theories of divergence type, Phys. Rev. D 41, 1855 (1990).
- T. Dore, J. Noronha, H. Niemi, and G. Torrieri, Fluctuating relativistic dissipative hydrodynamics as a gauge theory, Ann. Phys. (NY) 442, 168902 (2022).
- O. Sarbach and T. Zannias, The geometry of the tangent bundle and the relativistic kinetic theory of gases, Class. Quantum Grav. 31, 085013 (2014).
- F. Weinhold, Metric geometry of equilibrium thermodynamics, J. Chem. Phys. 63, 2479 (1975).
- V. E. Hubeny, S. Minwalla, and M. Rangamani, The fluid/gravity correspondence, arXiv:1107.5780.
- P. B. Arnold, G. D. Moore, and L. G. Yaffe, Effective kinetic theory for high temperature gauge theories, J. High Energy Phys. 01 (2003) 030.