The generalized Carleman kinetic model describes a one-dimensional gas of particles moving with equal speeds in opposite directions with densities and , colliding at a rate proportional to a power of the macroscopic density . Under the diffusive scaling with mean free path , the expected limit of is the nonlinear diffusion equation . This limit is rigorous for all (classical for ; Lions–Toscani 1997 for ) and, in the superlinear range , only partially: Salvarani–Vázquez (2005) obtained an iterated 'lifted' limit and showed the limit is trivial for ; Salvarani–Toscani (2009) proved genuine convergence only for with admissible (essentially bounded, weighted-moment) data, identifying as the exact barrier where the entropy/compensated-compactness method fails; Golse–Salvarani (2007) established the bounded-domain inflow-boundary theory only for . The open problem is to complete (or refute) the diffusive limit in the remaining superlinear window — for each of three independent sub-ranges, by either proving convergence or giving a rigorous refutation: the Cauchy problem for every , the unrestricted limit for integrable data with , and the inflow initial-boundary value problem for — where the expected limit, if it exists, is the maximal mass-conserving solution of a very fast diffusion equation with singular diffusivity.
Background
Discrete-velocity kinetic models replace the Boltzmann equation of gas dynamics by finitely many coupled hyperbolic equations. The simplest family, going back to Carleman (1957), describes a fictitious one-dimensional gas of particles moving with speed along the -axis, either to the right with density or to the left with density , exchanging direction upon collision:
where is the collision (interaction) rate. The choice (binary collisions) is Carleman's model; gives the Goldstein–Taylor model, which is linear and equivalent to the telegrapher's equation (the damped wave equation). The 'generalized Carleman' family takes the power-law rate , where is the macroscopic mass density and is a real parameter interpolating between these cases (: Carleman, : Goldstein–Taylor).
The diffusive (parabolic) scaling rescales space and time so that is invariant, introducing a small mean free path (the average distance travelled between two collisions):
Writing the rescaled flux , the system is equivalent to and ; formally dropping the -term yields the nonlinear diffusion equation
Depending on the limit equation belongs to different regimes of nonlinear diffusion: for it is of porous-medium type (exponent , degenerate diffusivity vanishing at vacuum); for the fast diffusion equation (exponent in ); for the logarithmic diffusion equation; and for a very fast diffusion equation with negative exponent , whose diffusivity is singular at vacuum.
The rigorous justification of this limit has a long history. For the Carleman equation (), Kurtz (1973) proved convergence of to the logarithmic diffusion equation by nonlinear semigroup theory, exploiting that the system is -accretive (dissipative), i.e. order-preserving and contractive in ; McKean (1975) removed the restriction of zero initial flux; Fitzgibbon (1982) treated bounded intervals with specular (reflecting) boundary conditions. Pulvirenti–Toscani (1996) handled the whole range . Lions–Toscani (1997) — the source of the present problem — gave a unified treatment of all in one dimension and of a six-velocity model in three dimensions, combining entropy methods (uniform control of a Lyapunov functional, the entropy , and its dissipation) with compensated compactness — specifically the div-curl lemma of Murat and Tartar, which recovers convergence of nonlinear pairings of two vector fields from uniform bounds plus their differential constraints, and thereby enough strong compactness of to pass to the limit in the nonlinear flux relation.
For the problem changes character. The collision operator loses the -dissipativity (accretivity) that underlies both the semigroup route and the entropy route, and the target equation itself becomes delicate: Esteban–Rodríguez–Vázquez (1988), analyzing this singular-diffusivity equation, showed it is non-unique for exponents , the natural candidate being the maximal mass-conserving solution, whose tails at infinity are so heavy that diverges; and for nonnegative solutions with integrable data do not exist (Vázquez 1992), so the diffusive limit degenerates and mass disappears. Salvarani–Vázquez (2005) improved the theory to plain data and studied by a 'lifting' approximation, obtaining an iterated (double) limit rather than an unrestricted one; Salvarani–Toscani (2009) proved the first genuine convergence result for superlinear rates, , for admissible data (nonnegative, essentially bounded, with a weighted moment where , a window that exists only for ), and showed the barrier at is real: the entropy is bounded below only for , and an explicit family of self-similar solutions (solutions invariant under the equation's scaling symmetry) of a time-modified variant of the system loses the uniform bound on the flux exactly at .
The boundary-value thread: the early convergence results are posed on the whole line, on periodic domains, or with specular reflection. For bounded domains with nonhomogeneous inflow boundary conditions — prescribing the densities of particles entering the domain, and — the first and so far only nonlinear theory is due to Golse–Salvarani (2007), via a relative entropy of with respect to a boundary-matching profile, and it covers exactly ; the authors state that they 'have restricted our analysis to the case , as it leads to a unified treatment based on the dissipative nature of the problem'. Miyoshi–Tsutsumi (2016) treated homogeneous absorbing boundary conditions for a doubly nonlinear rate family with . Thus both threads — superlinear exponents and physical boundary conditions — stop exactly at the boundary of the dissipative range, and their surviving open parts coincide.
Problem Statement
Consider, for a fixed exponent , the scaled generalized Carleman system with superlinear power-law collision rate:
posed (i) on the whole line with nonnegative initial data (or the maximal data class for which the question is tractable), and (ii) on the interval with nonnegative initial data , supplemented with nonnegative inflow boundary data , , where are given boundary traces on a fixed time horizon .
The problem is to complete the rigorous diffusive limit in the superlinear range — that is, to prove or refute, for the stated sub-ranges:
(a) Untouched range, , Cauchy problem: determine whether converges as and whether the limit is the maximal mass-conserving solution of the singular-diffusivity (very fast diffusion) equation
the maximal mass-conserving solution being the natural candidate because the equation is non-unique for . A rigorous negative result — an exhibit of data for which the limit fails to exist, loses mass, or solves a different problem — settles this range equally.
(b) Data generality, , Cauchy problem: prove or refute the convergence as an unrestricted limit for plain nonnegative data, removing both the admissibility restrictions (essential boundedness and the weighted-moment condition) of Salvarani–Toscani (2009) and the lifted (iterated) approximation of Salvarani–Vázquez (2005).
(c) Boundary value problem, : establish (or refute) the nonlinear diffusion limit on with the inflow boundary conditions above, the limit solving the corresponding Dirichlet problem with initial datum and boundary data , , whose well-posedness in the singular-diffusivity regime must itself be addressed.
Sub-problems (a)–(c) are three independent, separately refutable parts of this one superlinear window. They share one objective — the rigorous kinetic-to-diffusion passage for superlinear density-dependent collision rates — and one set of obstructions (loss of -dissipativity of the collision operator, entropy functional unbounded below for , non-uniqueness and singular diffusivity of the target equation). The endpoints of the window are settled and frame the problem: is the classical Carleman limit (logarithmic diffusion; Kurtz 1973 and successors), and for the limit is trivial (no nontrivial nonnegative solutions of the target equation exist; Vázquez 1992), so the meaningful open window is exactly .
References
- Pierre-Louis Lions and Giuseppe Toscani, Diffusive limit for finite velocity Boltzmann kinetic models, Revista Matemática Iberoamericana 13 (1997), no. 3, 473–513. DOI: 10.4171/rmi/228. URL: https://doi.org/10.4171/rmi/228
- Francesco Salvarani and Juan Luis Vázquez, The diffusive limit for Carleman-type kinetic models, Nonlinearity 18 (2005), no. 3, 1223–1248. DOI: 10.1088/0951-7715/18/3/015. URL: https://doi.org/10.1088/0951-7715/18/3/015
- Francesco Salvarani and Giuseppe Toscani, The diffusive limit of Carleman-type models in the range of very fast diffusion equations, Journal of Evolution Equations 9 (2009), no. 1, 67–80. DOI: 10.1007/s00028-009-0005-y. URL: https://doi.org/10.1007/s00028-009-0005-y
- François Golse and Francesco Salvarani, The nonlinear diffusion limit for generalized Carleman models: the initial-boundary value problem, Nonlinearity 20 (2007), no. 4, 927–942. DOI: 10.1088/0951-7715/20/4/007. URL: https://doi.org/10.1088/0951-7715/20/4/007
- Hironari Miyoshi and Masayoshi Tsutsumi, Convergence of Hydrodynamical Limits for Generalized Carleman Models, Funkcialaj Ekvacioj 59 (2016), no. 3, 351–382. DOI: 10.1619/fesi.59.351. URL: https://doi.org/10.1619/fesi.59.351
- Hironari Miyoshi and Masayoshi Tsutsumi, Diffusive limits of nonlinear hyperbolic systems with variable coefficients, Continuum Mechanics and Thermodynamics 28 (2016), no. 5, 1583–1599. DOI: 10.1007/s00161-016-0497-y. URL: https://doi.org/10.1007/s00161-016-0497-y
- Beomjun Choi and Ki-Ahm Lee, Multi-D Fast Diffusion Equation via Diffusive Scaling of Generalized Carleman Kinetic Equation, preprint (2015). arXiv: 1510.08997. URL: https://arxiv.org/abs/1510.08997
- J. R. Esteban, Ana Rodríguez and Juan L. Vázquez, A nonlinear heat equation with singular diffusivity, Communications in Partial Differential Equations 13 (1988), no. 8, 985–1039. DOI: 10.1080/03605308808820566. URL: https://doi.org/10.1080/03605308808820566
- Juan Luis Vázquez, Nonexistence of solutions for nonlinear heat equations of fast-diffusion type, Journal de Mathématiques Pures et Appliquées (9) 71 (1992), no. 6, 503–526. No DOI; zbMATH: 0694.35088. URL: https://zbmath.org/0694.35088
- T. G. Kurtz, Convergence of sequences of semigroups of nonlinear operators with an application to gas kinetics, Transactions of the American Mathematical Society 186 (1973), 259–272. DOI: 10.1090/s0002-9947-1973-0336482-1. URL: https://doi.org/10.1090/s0002-9947-1973-0336482-1
- H. P. McKean, The central limit theorem for Carleman's equation, Israel Journal of Mathematics 21 (1975), no. 1, 54–92. DOI: 10.1007/BF02757134. URL: https://doi.org/10.1007/BF02757134
- W. E. Fitzgibbon, The fluid dynamical limit of the Carleman equation with reflecting boundary, Nonlinear Analysis: Theory, Methods and Applications 6 (1982), 695–702. DOI: 10.1016/0362-546X(82)90039-6. URL: https://doi.org/10.1016/0362-546X(82)90039-6
- Ada Pulvirenti and Giuseppe Toscani, Fast diffusion as a limit of a two-velocity kinetic model, Supplemento ai Rendiconti del Circolo Matematico di Palermo, Serie II, 45 (1996), 521–528. No DOI; zbMATH: 0893.76080. URL: https://zbmath.org/0893.76080
- Francesco Salvarani, Diffusion limits for the initial-boundary value problem of the Goldstein–Taylor model, Rendiconti del Seminario Matematico Università e Politecnico di Torino 57 (1999), no. 3, 209–220. No DOI; zbMATH: 1033.76052. URL: https://geodesic.mathdoc.fr/item/RSM_1999__57_3_123367/
- Torsten Carleman, Problèmes mathématiques dans la théorie cinétique des gaz, Publications Scientifiques de l'Institut Mittag-Leffler, Almqvist and Wiksells, Uppsala, 1957. zbMATH: 0077.23401. URL: https://zbmath.org/0077.23401
- Kin Ming Hui, Existence of solutions of the very fast diffusion equation, Nonlinear Analysis 58 (2004), 75–101. DOI: 10.1016/j.na.2004.05.001. URL: https://doi.org/10.1016/j.na.2004.05.001
- Kin Ming Hui, Existence of solutions of the very fast diffusion equation in bounded and unbounded domain, Mathematische Annalen 339 (2007), 395–443. DOI: 10.1007/s00208-007-0119-x. URL: https://doi.org/10.1007/s00208-007-0119-x
- Ho-Youn Kim, Yong-Jung Kim and Hyun-Jin Lim, Heterogeneous discrete kinetic model and its diffusion limit, Kinetic and Related Models 14 (2021), no. 5, 749–765. DOI: 10.3934/krm.2021023. URL: https://doi.org/10.3934/krm.2021023
- Max Fathi and Mikaela Iacobelli, Exponential convergence for ultrafast diffusion equations with log-concave weights, preprint (2025). arXiv: 2507.13060. URL: https://arxiv.org/abs/2507.13060