Abstract
This paper presents the higher-order spectral densities of non-Gaussian random fields arising as scaling limits in the Burgers and KPZ turbulence problems with strongly dependent non-Gaussian initial conditions.
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S. Albeverio, S. A. Molchanov, and D. Surgailis, Stratified structure of the Universe and Burgers' equation: A probabilistic approach. Prob. Theory and Rel. Fields 100:457–484 (1994).
V. V. Anh and N. N. Leonenko, Non-Gaussian scenarios for the heat equation with singular initial conditions. Stoch. Proc. Appl. 84:91–114 (1999).
V. V. Anh and N. N. Leonenko, Spectral analysis of fractional kinetic equations with random data. J. Statist. Phys. 104:1349–1387 (2001).
V. V. Anh and N. N. Leonenko, Renormalization and homogenization of fractional diffusion equations with random data. Prob. Theory and Rel. Fields 124:381–408 (2002).
V. V. Anh, J. M. Angulo, and M. D. Ruiz-Medina, Possible long-range dependence in fractional random fields. J. Statist. Plann. Infer. 80:95–110 (1999).
V. V. Anh, N. N. Leonenko, and L. M. Sakhno, Higher-order spectral densities of fractional random fields. J. Statist. Phys. 111:789–814 (2003).
V. V. Anh, N. N. Leonenko, and L. Sakhno, Quasilikelihood-based higher-order spectral estimation of random fields with possible long-range dependence. J. Applied Probability 41A:35–53 (2004a).
V. V. Anh, N. N. Leonenko, and L. M. Sakhno, On a class of minimum contrast estimators for fractional stochastic processes and fields. J. Statist. Plann. Infer. 123:161–185 (2004b).
V. V. Anh, N. N. Leonenko, E. M. Moldavskaya, and L. M. Sakhno, Estimation of spectral densities with multiplicative parameter. Acta Applicand. Math. 79:115–128 (2003).
A. L. Barabasi and H. E. Stanley, Fractal Concepts of Surface Growth (Cambridge Univ. Press, 1995).
O. E. Barndorff-Nielsen and N. N. Leonenko, Burgers turbulence problem with linear or quadratic external potential. J. Appl. Prob 42:550–561 (2005).
M. T. Batchelor, R. V. Burne, B. I. Henry, and S. D. Watt, Deterministic KPZ model for stromatolite laminae. Physica A 282(1–2):123–136 (2000).
J. Bertoin, Large-deviation estimates in Burgers turbulence with stable noise initial data. J. Stat. Phys. 91:655–667 (1998a).
J. Bertoin, The inviscid Burgers equation with Brownian initial velocity. Commun. Math. Phys. 193:397–406 (1998b).
A. V. Bulinski and S. A. Molchanov, Asymptotic Gaussianess of solutions of the Burgers equation with random initial conditions. Theory Probab. Appl. 36:217–235 (1991).
J. Burgers, The Nonlinear Diffusion Equation (Kluwer, Dordrecht, 1974).
A. J. Chorin, Lecture Notes in Turbulence Theory (Berkeley, California, 1975).
I. Deriev and N. Leonenko, Limit Gaussian behavior of the solutions of the multidimensional Burgers' equation with weak-dependent initial conditions. Acta Applicand. Math. 47:1–18 (1997).
A. Dermone, S. Hamadene, and Ouknine, Limit theorems for statistical solution of Burgers equation. Stoch. Proc. Appl. 81:17–23 (1999).
R. L. Dobrushin, Gaussian and their subordinated self-similar random generalized fields. Ann. Probab. 7:1–28 (1979).
N. Du Plessis, An Introduction to Potential Theory (Oliver & Boyd, Edinburgh, 1970).
R. Fox and M. S. Taqqu, Multiple stochastic integrals with dependent integrators. J. Multivariate Anal. 21:105–127 1987.
U. Frisch, Turbulence (Cambridge University Press, Cambridge, 1995).
T. Funaki, D. Surgailis, and W. A. Woyczynski, Gibbs-Cox random fields and Burgers turbulence. Ann. Appl. Probab. 5:461–492 (1995).
S. N. Gurbatov, Universality classes for self-similarity of noiseless multidimensional Burgers turbulence and interface growth. Physical Review E 61vol 3: 2595–2604 (2000).
S. Gurbatov, A. Malakhov, and A. Saichev, Non-linear Waves and Turbulence in Nondispersive Media: Waves, Rays and Particles (Manchester University Press, Manchester, 1991).
S. N. Gurbatov, S. I. Simdyankin, E. Aurell, U. Frisch, and G. Tóth, On the decay of Burgers turbulence, J. Fluid Mech. 344:339–374 (1997).
E. Hopf, The partial differential equation u x+uux=μ u xx, Commun. Pure Appl. Math. 3:201–230 (1950).
Y. Hu and W. A. Woyczynski, Limiting behaviour of quadratic forms of moving averages and statistical solutions of the Burgers' equation. J. Multiv. Anal. 52:15–44 (1995).
Y. Jung and I. Kim, Effect of long-range interactions in the conserved Kardar-Parisi-Zhang equation. Phys. Rev. E 58:5467–5470 (1998).
M. Kardar, G. Parisi, and Y. C. Zhang, Dynamical scaling of growing interfaces. Phys. Rev. Lett. 56:889–892 (1986).
J. Krug, Origins of scale invariance in growth processes. Advances in Physics 46:139–282 (1997).
K. B. Lauritsen, Growth equation with a conservation law. Phys. Rev. E 52:R1261–R1264 (1995).
N. Leonenko, Limit Theorems for Random Fields with Singular Spectrum (Kluwer, Dordrecht, 1999).
N. Leonenko and E. Orsingher, Limit theorems for solutions of Burgers equation with Gaussian and non-Gaussian initial data. Theory Prob. Appl. 40:387–403 (1995).
N. N. Leonenko and W. A. Woyczynski, Exact parabolic asymptotics for singular n-D Burgers random fields: Gaussian approximation. Stoch. Proc. Appl. 76:141–165 (1998).
N. N. Leonenko and W. A. Woyczynski, Scaling limits of solution of the heat equation with non-Gaussian data. J. Stat. Phys 91(1/2):423–428 (1998).
N. N. Leonenko and W. A. Woyczynski, Parameter identification for singular random field arising in Buregres turbulence. J. Statist. Plann. Infer. 80:1–13 (1999).
N. N. Leonenko and W. A. Woyczynski, Parameter identification for stochastic Burgers' flows via parabolic rescaling. Prob. Mathem. Statist. 21(N1):1–55 (2001).
N. N. Leonenko and Z. B. Li, Non-Gaussian limit distributions of solutions of the Burgers equation with strongly dependent random initial conditions. Random Oper. Stoch. Equations 2:95–102 (1994).
N. N. Leonenko, E. Orsingher, and K. V. Rybasov, Limit distributions of solutions of the multidimensional Burgers equation with random intial data I, II. Ukrain. Math. J. 46(870–877):1003–1010 (1994).
N. N. Leonenko, Z. B. Li, and K. V. Rybasov, Non-Gaussian limit distributions of solutions of the multidimensional Burgers equation with random data. Ukrain. Math. J. 47:330–336 (1995).
N. N. Leonenko, E. Orsingher, and V. N. Parkhomenko, Scaling limits of solutions of the Burgers equation with singular non-Gaussina data. Random Oper. Stoch. Equations 3:101–112 (1995).
J. A. Mann and W. A. Woyczynski, Growing fractal interfaces in the presence of self-similar hopping surface diffusion. Physica A. Statistical Mechanics and Its Applications 291:159–183 (2001).
H. M. McKean, Wiener theory of nonlinear noise. In: Stoch. Diff. Equ., Proc. SIAM-AMS, 6, 191–289 (1974).
S. A. Molchanov, D. Surgailis, and W. A. Woyczynski, Hyperbolic asymptotics in Burgers turbulence. Commun. Math. Phys. 168:209–226 (1995).
S. A. Molchanov, D. Surgailis, and W. A. Woyczynski, The large-scale structure of the Universe and quasi-Voronoi tessellation of shock fronts in forced Burgers turbulence in R d. Ann. Appl. Prob. 7:220–223 (1997).
S. Mukherji and S. M. Bhattacharjee, Nonlocality in kinetic roughening. Phys. Rev. Lett. 79:2502–2505 (1997).
D. Nualart, A. S. Üstünel, and M. Zakai, On the moment of a multiple Wiener-Itô integral and the space induced by the polynomial of the integral. Stochastics 25:232–340, (1988).
S. Resnick, A Probability Path (Birkhäuser, Boston, 2001).
M. Rosenblatt, Scale renormalization and random solutions of Burgers equation. J. Appl. Prob. 24:328–338 (1987).
M. D. Ruiz-Medina, J. M. Angulo, and V. V. Anh, Scaling limit solution of a fractional Burgers equation, Stoch. Proc. Appl. 93 285–300 (2001).
R. Ryan, The statistics of Burgers turbulence initiated with fractional Brownian-noise data. Commun. Math. Phys. 191:1008–1038 (1998).
R. J. Serfling, Approximation Theorems of Mathematical Statistics (Wiley, New York, 1980).
S. F. Shandarin and Ya. B. Zeldovich, Turbulence, intermittency, structures in a left-gravitating medium: The large scale structure of the Universe. Rev. Modern Phys. 61:185–220 (1989).
Ya. G. Sinai, Statistics of shocks in solutions of inviscid Burgers equation. Commun. Math. Phys. 148:601–621 (1992).
M. S. Taqqu, Law of the iterated logarithm for sums of non-linear functions of Gaussian that exhibit a long-range dependence. Z. Wahrsch. Verw. Gebiete 40:203–238 (1977).
G. Terdik, Bilinear Stochastic Models and Related Problems of Nonlinear Time Series Analysis (Lecture Notes in Statistics 142, Springer-Verlag, 1999).
G. B. Witham, Linear and Nonlinear Waves (Wiley, New York, 1974).
W. A. Woyczynski, Burgers-KPZ Turbulence (Lecture Notes in Mathematics 1706, Springer-Verlag, Berlin, 1998).
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Anh, V.V., Leonenko, N.N. & Sakhno, L.M. Spectral Properties of Burgers and KPZ Turbulence. J Stat Phys 122, 949–974 (2006). https://doi.org/10.1007/s10955-005-9009-3
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DOI: https://doi.org/10.1007/s10955-005-9009-3