American Institute of Mathematical Sciences

Advanced
November  2016, 21(9): 2927-2947. doi: 10.3934/dcdsb.2016080

Statistical properties of stochastic 2D Navier-Stokes equations from linear models

Hakima Bessaih 1, and  Benedetta Ferrario 2,

1. 

University of Wyoming, Department of Mathematics, Dept. 3036, 1000 East University Avenue, Laramie, WY 82071
2. 

Università di Pavia, Dipartimento di Matematica, via Ferrata 5, 27100 Pavia, Italy

Received  January 2016 Revised  March 2016 Published  October 2016

A new approach to the old-standing problem of the anomaly of the scaling exponents of nonlinear models of turbulence has been proposed and tested through numerical simulations. This is achieved by constructing, for any given nonlinear model, a linear model of passive advection of an auxiliary field whose anomalous scaling exponents are the same as the scaling exponents of the nonlinear problem.
    In this paper, we investigate this conjecture for the 2D Navier-Stokes equations driven by an additive noise. In order to check this conjecture, we analyze the coupled system Navier-Stokes/linear advection system in the unknowns $(u,w)$. We introduce a parameter $\lambda$ which gives a system $(u^\lambda,w^\lambda)$; this system is studied for any $\lambda$ proving its well posedness and the uniqueness of its invariant measure $\mu^\lambda$.
    The key point is that for any $\lambda \neq 0$ the fields $u^\lambda$ and $w^\lambda$ have the same scaling exponents, by assuming universality of the scaling exponents to the force. In order to prove the same for the original fields $u$ and $w$, we investigate the limit as $\lambda \to 0$, proving that $\mu^\lambda$ weakly converges to $\mu^0$, where $\mu^0$ is the only invariant measure for the joint system for $(u,w)$ when $\lambda=0$.
Keywords: Invariant measures, Navier-Stokes equations, stationary processes..
Mathematics Subject Classification: Primary: 60H15, 60G10; Secondary: 76D0.
Citation: Hakima Bessaih, Benedetta Ferrario. Statistical properties of stochastic 2D Navier-Stokes equations from linear models. Discrete & Continuous Dynamical Systems - B, 2016, 21 (9) : 2927-2947. doi: 10.3934/dcdsb.2016080
References:
[1]

L. Angheluta, R. Benzi, L. Biferale, I. Procaccia and T. Toschi, Anomalous scaling exponents in nonlinear models of turbulence, Phys. Rev. Lett., 97 (2006), 160601. doi: 10.1103/PhysRevLett.97.160601.  Google Scholar

[2]

I. Arad, L. Biferale, A. Celani, I. Procaccia and M. Vergassola, Statistical conservation laws in turbulent transport, Phys. Rev. Lett., 87 (2001), 164502. doi: 10.1103/PhysRevLett.87.164502.  Google Scholar

[3]

R. Benzi, B. Levant, I. Procaccia and E. S. Titi, Statistical properties of nonlinear shell models of turbulence from linear advection model: rigorous results, Nonlinearity, 20 (2007), 1431-1441. doi: 10.1088/0951-7715/20/6/006.  Google Scholar

[4]

H. Bessaih and B. Ferrario, Inviscid limit of stochastic damped 2D Navier-Stokes equations, Nonlinearity, 27 (2014), 1-15. doi: 10.1088/0951-7715/27/1/1.  Google Scholar

[5]

H. Bessaih, F. Flandoli and E. S. Titi, Stochastic attractors for shell phenomenological models of turbulence, J. Stat. Phys., 140 (2010), 688-717. doi: 10.1007/s10955-010-0010-0.  Google Scholar

[6]

P. L. Chow, Stationary solutions of two-dimensional Navier-Stokes equations with random perturbation, Nonlinear stochastic PDEs, (Minneapolis, MN, 1994), IMA Vol. Math. Appl., Springer, 77 (1996), 237-245. doi: 10.1007/978-1-4613-8468-7_13.  Google Scholar

[7]

Y. Cohen, T. Gilbert and I. Procaccia, Statistically preserved structures in shell models of passive scalar advection, Phys. Rev. E., 65 (2002), 026314. doi: 10.1103/PhysRevE.65.026314.  Google Scholar

[8]

G. Da Prato, S. Kwapień and J. Zabczyk, Regularity of solutions of linear stochastic equations in Hilbert spaces, Stochastics, 23 (1987), 1-23. doi: 10.1080/17442508708833480.  Google Scholar

[9]

G. Da Prato and J. Zabczyk, Stochastic Equations in Infinite Dimensions, Cambridge University Press, Cambridge, 1992. doi: 10.1017/CBO9780511666223.  Google Scholar

[10]

G. Da Prato and J. Zabczyk, Ergodicity for Infinite-Dimensional Systems, London Mathematical Society Lecture Note Series, 229. Cambridge University Press, Cambridge, 1996. doi: 10.1017/CBO9780511662829.  Google Scholar

[11]

G. Falkovich, K. Gawędzki and M. Vergassola, Particles and fields in fluid turbulence, Rev. Mod. Phys., 73 (2001), 913-975. doi: 10.1103/RevModPhys.73.913.  Google Scholar

[12]

B. Ferrario, Ergodic results for stochastic Navier-Stokes equation, Stochastics Stochastics Rep., 60 (1997), 271-288. doi: 10.1080/17442509708834110.  Google Scholar

[13]

B. Ferrario, Stochastic Navier-Stokes equations: Analysis of the noise to have a unique invariant measure, Ann. Mat. Pura Appl., 177 (1999), 331-347. doi: 10.1007/BF02505916.  Google Scholar

[14]

B. Ferrario, Uniqueness result for the 2D Navier-Stokes equation with additive noise, Stoch. Stoch. Rep., 75 (2003), 435-442. doi: 10.1080/10451120310001644485.  Google Scholar

[15]

F. Flandoli, Dissipativity and invariant measures for stochastic Navier-Stokes equations, NoDEA Nonlinear Differential Equations Appl., 1 (1994), 403-423. doi: 10.1007/BF01194988.  Google Scholar

[16]

F. Flandoli and D. Gątarek, Martingale and stationary solutions for stochastic Navier-Stokes equations, Probab. Theory Related Fields, 102 (1995), 367-391. doi: 10.1007/BF01192467.  Google Scholar

[17]

F. Flandoli and B. Maslowski, Ergodicity of the 2-D Navier-Stokes equation under random perturbations, Comm. Math. Phys., 172 (1995), 119-141. doi: 10.1007/BF02104513.  Google Scholar

[18]

U. Frisch, Turbulence, Cambridge University Press, Cambridge, 1995.  Google Scholar

[19]

K. Gawędzki and A. Kupiainen, Anomalous Scaling of the Passive Scalar, Phys. Rev. Lett., 75 (1995), 3834-3837. Google Scholar

[20]

M. Hairer and J. C. Mattingly, Ergodicity of the 2D Navier-Stokes equations with degenerate stochastic forcing, Ann. of Math., 164 (2006), 993-1032. doi: 10.4007/annals.2006.164.993.  Google Scholar

[21]

M. Hairer and J. C. Mattingly, A theory of hypo-ellipticity and unique ergodicity for semi-linear stochastic PDEs, Electron. J. Probab., 16 (2011), 658-738. doi: 10.1214/EJP.v16-875.  Google Scholar

[22]

S. B. Kuksin and A. Shirikyan, Mathematics of Two-Dimensional Turbulence, Cambridge Tracts in Mathematics, 2012. doi: 10.1017/CBO9781139137119.  Google Scholar

[23]

B. Maslowski, On probability distributions of solutions of semilinear stochastic evolution equations, Stochastics Stochastics Rep., 45 (1993), 17-44. doi: 10.1080/17442509308833854.  Google Scholar

[24]

R. Temam, Navier-Stokes Equations. Theory and Numerical Analysis, Studies in Mathematics and its Applications, 2, North-Holland Publishing Co., Amsterdam-New York, 1979.  Google Scholar

[25]

R. Temam, Navier-Stokes Equations and Nonlinear Functional Analysis, CBMS-NSF Regional Conference Series in Applied Mathematics, 41. SIAM, Philadelphia, PA, 1983.  Google Scholar

[26]

M. I. Vishik and A. V. Fursikov, Mathematical Problems of Statistical Hydromechanics, Mathematics and its Applications, Springer, 1988. doi: 10.1007/978-94-009-1423-0.  Google Scholar

[27]

K. Yosida, Functional Analysis, Reprint of the sixth (1980) edition. Classics in Mathematics. Springer-Verlag, Berlin, 1995.  Google Scholar

show all references

References:
[1]

L. Angheluta, R. Benzi, L. Biferale, I. Procaccia and T. Toschi, Anomalous scaling exponents in nonlinear models of turbulence, Phys. Rev. Lett., 97 (2006), 160601. doi: 10.1103/PhysRevLett.97.160601.  Google Scholar

[2]

I. Arad, L. Biferale, A. Celani, I. Procaccia and M. Vergassola, Statistical conservation laws in turbulent transport, Phys. Rev. Lett., 87 (2001), 164502. doi: 10.1103/PhysRevLett.87.164502.  Google Scholar

[3]

R. Benzi, B. Levant, I. Procaccia and E. S. Titi, Statistical properties of nonlinear shell models of turbulence from linear advection model: rigorous results, Nonlinearity, 20 (2007), 1431-1441. doi: 10.1088/0951-7715/20/6/006.  Google Scholar

[4]

H. Bessaih and B. Ferrario, Inviscid limit of stochastic damped 2D Navier-Stokes equations, Nonlinearity, 27 (2014), 1-15. doi: 10.1088/0951-7715/27/1/1.  Google Scholar

[5]

H. Bessaih, F. Flandoli and E. S. Titi, Stochastic attractors for shell phenomenological models of turbulence, J. Stat. Phys., 140 (2010), 688-717. doi: 10.1007/s10955-010-0010-0.  Google Scholar

[6]

P. L. Chow, Stationary solutions of two-dimensional Navier-Stokes equations with random perturbation, Nonlinear stochastic PDEs, (Minneapolis, MN, 1994), IMA Vol. Math. Appl., Springer, 77 (1996), 237-245. doi: 10.1007/978-1-4613-8468-7_13.  Google Scholar

[7]

Y. Cohen, T. Gilbert and I. Procaccia, Statistically preserved structures in shell models of passive scalar advection, Phys. Rev. E., 65 (2002), 026314. doi: 10.1103/PhysRevE.65.026314.  Google Scholar

[8]

G. Da Prato, S. Kwapień and J. Zabczyk, Regularity of solutions of linear stochastic equations in Hilbert spaces, Stochastics, 23 (1987), 1-23. doi: 10.1080/17442508708833480.  Google Scholar

[9]

G. Da Prato and J. Zabczyk, Stochastic Equations in Infinite Dimensions, Cambridge University Press, Cambridge, 1992. doi: 10.1017/CBO9780511666223.  Google Scholar

[10]

G. Da Prato and J. Zabczyk, Ergodicity for Infinite-Dimensional Systems, London Mathematical Society Lecture Note Series, 229. Cambridge University Press, Cambridge, 1996. doi: 10.1017/CBO9780511662829.  Google Scholar

[11]

G. Falkovich, K. Gawędzki and M. Vergassola, Particles and fields in fluid turbulence, Rev. Mod. Phys., 73 (2001), 913-975. doi: 10.1103/RevModPhys.73.913.  Google Scholar

[12]

B. Ferrario, Ergodic results for stochastic Navier-Stokes equation, Stochastics Stochastics Rep., 60 (1997), 271-288. doi: 10.1080/17442509708834110.  Google Scholar

[13]

B. Ferrario, Stochastic Navier-Stokes equations: Analysis of the noise to have a unique invariant measure, Ann. Mat. Pura Appl., 177 (1999), 331-347. doi: 10.1007/BF02505916.  Google Scholar

[14]

B. Ferrario, Uniqueness result for the 2D Navier-Stokes equation with additive noise, Stoch. Stoch. Rep., 75 (2003), 435-442. doi: 10.1080/10451120310001644485.  Google Scholar

[15]

F. Flandoli, Dissipativity and invariant measures for stochastic Navier-Stokes equations, NoDEA Nonlinear Differential Equations Appl., 1 (1994), 403-423. doi: 10.1007/BF01194988.  Google Scholar

[16]

F. Flandoli and D. Gątarek, Martingale and stationary solutions for stochastic Navier-Stokes equations, Probab. Theory Related Fields, 102 (1995), 367-391. doi: 10.1007/BF01192467.  Google Scholar

[17]

F. Flandoli and B. Maslowski, Ergodicity of the 2-D Navier-Stokes equation under random perturbations, Comm. Math. Phys., 172 (1995), 119-141. doi: 10.1007/BF02104513.  Google Scholar

[18]

U. Frisch, Turbulence, Cambridge University Press, Cambridge, 1995.  Google Scholar

[19]

K. Gawędzki and A. Kupiainen, Anomalous Scaling of the Passive Scalar, Phys. Rev. Lett., 75 (1995), 3834-3837. Google Scholar

[20]

M. Hairer and J. C. Mattingly, Ergodicity of the 2D Navier-Stokes equations with degenerate stochastic forcing, Ann. of Math., 164 (2006), 993-1032. doi: 10.4007/annals.2006.164.993.  Google Scholar

[21]

M. Hairer and J. C. Mattingly, A theory of hypo-ellipticity and unique ergodicity for semi-linear stochastic PDEs, Electron. J. Probab., 16 (2011), 658-738. doi: 10.1214/EJP.v16-875.  Google Scholar

[22]

S. B. Kuksin and A. Shirikyan, Mathematics of Two-Dimensional Turbulence, Cambridge Tracts in Mathematics, 2012. doi: 10.1017/CBO9781139137119.  Google Scholar

[23]

B. Maslowski, On probability distributions of solutions of semilinear stochastic evolution equations, Stochastics Stochastics Rep., 45 (1993), 17-44. doi: 10.1080/17442509308833854.  Google Scholar

[24]

R. Temam, Navier-Stokes Equations. Theory and Numerical Analysis, Studies in Mathematics and its Applications, 2, North-Holland Publishing Co., Amsterdam-New York, 1979.  Google Scholar

[25]

R. Temam, Navier-Stokes Equations and Nonlinear Functional Analysis, CBMS-NSF Regional Conference Series in Applied Mathematics, 41. SIAM, Philadelphia, PA, 1983.  Google Scholar

[26]

M. I. Vishik and A. V. Fursikov, Mathematical Problems of Statistical Hydromechanics, Mathematics and its Applications, Springer, 1988. doi: 10.1007/978-94-009-1423-0.  Google Scholar

[27]

K. Yosida, Functional Analysis, Reprint of the sixth (1980) edition. Classics in Mathematics. Springer-Verlag, Berlin, 1995.  Google Scholar

[1]

P.E. Kloeden, Pedro Marín-Rubio, José Real. Equivalence of invariant measures and stationary statistical solutions for the autonomous globally modified Navier-Stokes equations. Communications on Pure & Applied Analysis, 2009, 8 (3) : 785-802. doi: 10.3934/cpaa.2009.8.785
[2]

Tomás Caraballo, Peter E. Kloeden, José Real. Invariant measures and Statistical solutions of the globally modified Navier-Stokes equations. Discrete & Continuous Dynamical Systems - B, 2008, 10 (4) : 761-781. doi: 10.3934/dcdsb.2008.10.761
[3]

Fabio Ramos, Edriss S. Titi. Invariant measures for the $3$D Navier-Stokes-Voigt equations and their Navier-Stokes limit. Discrete & Continuous Dynamical Systems, 2010, 28 (1) : 375-403. doi: 10.3934/dcds.2010.28.375
[4]

Oleg Imanuvilov. On the asymptotic properties for stationary solutions to the Navier-Stokes equations. Discrete & Continuous Dynamical Systems, 2021, 41 (5) : 2301-2340. doi: 10.3934/dcds.2020366
[5]

Hi Jun Choe, Hyea Hyun Kim, Do Wan Kim, Yongsik Kim. Meshless method for the stationary incompressible Navier-Stokes equations. Discrete & Continuous Dynamical Systems - B, 2001, 1 (4) : 495-526. doi: 10.3934/dcdsb.2001.1.495
[6]

Hi Jun Choe, Do Wan Kim, Yongsik Kim. Meshfree method for the non-stationary incompressible Navier-Stokes equations. Discrete & Continuous Dynamical Systems - B, 2006, 6 (1) : 17-39. doi: 10.3934/dcdsb.2006.6.17
[7]

V. V. Chepyzhov, A. A. Ilyin. On the fractal dimension of invariant sets: Applications to Navier-Stokes equations. Discrete & Continuous Dynamical Systems, 2004, 10 (1&2) : 117-135. doi: 10.3934/dcds.2004.10.117
[8]

Maxim A. Olshanskii, Leo G. Rebholz, Abner J. Salgado. On well-posedness of a velocity-vorticity formulation of the stationary Navier-Stokes equations with no-slip boundary conditions. Discrete & Continuous Dynamical Systems, 2018, 38 (7) : 3459-3477. doi: 10.3934/dcds.2018148
[9]

Li Li, Yanyan Li, Xukai Yan. Homogeneous solutions of stationary Navier-Stokes equations with isolated singularities on the unit sphere. Ⅲ. Two singularities. Discrete & Continuous Dynamical Systems, 2019, 39 (12) : 7163-7211. doi: 10.3934/dcds.2019300
[10]

Chuong V. Tran, Theodore G. Shepherd, Han-Ru Cho. Stability of stationary solutions of the forced Navier-Stokes equations on the two-torus. Discrete & Continuous Dynamical Systems - B, 2002, 2 (4) : 483-494. doi: 10.3934/dcdsb.2002.2.483
[11]

Pavel I. Plotnikov, Jan Sokolowski. Compressible Navier-Stokes equations. Conference Publications, 2009, 2009 (Special) : 602-611. doi: 10.3934/proc.2009.2009.602
[12]

Jan W. Cholewa, Tomasz Dlotko. Fractional Navier-Stokes equations. Discrete & Continuous Dynamical Systems - B, 2018, 23 (8) : 2967-2988. doi: 10.3934/dcdsb.2017149
[13]

Francesco Grotto, Umberto Pappalettera. Gaussian invariant measures and stationary solutions of 2D primitive equations. Discrete & Continuous Dynamical Systems - B, 2021  doi: 10.3934/dcdsb.2021154
[14]

Zhendong Luo. A reduced-order SMFVE extrapolation algorithm based on POD technique and CN method for the non-stationary Navier-Stokes equations. Discrete & Continuous Dynamical Systems - B, 2015, 20 (4) : 1189-1212. doi: 10.3934/dcdsb.2015.20.1189
[15]

Hermenegildo Borges de Oliveira. Anisotropically diffused and damped Navier-Stokes equations. Conference Publications, 2015, 2015 (special) : 349-358. doi: 10.3934/proc.2015.0349
[16]

Hyukjin Kwean. Kwak transformation and Navier-Stokes equations. Communications on Pure & Applied Analysis, 2004, 3 (3) : 433-446. doi: 10.3934/cpaa.2004.3.433
[17]

Vittorino Pata. On the regularity of solutions to the Navier-Stokes equations. Communications on Pure & Applied Analysis, 2012, 11 (2) : 747-761. doi: 10.3934/cpaa.2012.11.747
[18]

C. Foias, M. S Jolly, I. Kukavica, E. S. Titi. The Lorenz equation as a metaphor for the Navier-Stokes equations. Discrete & Continuous Dynamical Systems, 2001, 7 (2) : 403-429. doi: 10.3934/dcds.2001.7.403
[19]

Igor Kukavica. On regularity for the Navier-Stokes equations in Morrey spaces. Discrete & Continuous Dynamical Systems, 2010, 26 (4) : 1319-1328. doi: 10.3934/dcds.2010.26.1319
[20]

Igor Kukavica. On partial regularity for the Navier-Stokes equations. Discrete & Continuous Dynamical Systems, 2008, 21 (3) : 717-728. doi: 10.3934/dcds.2008.21.717

2020 Impact Factor: 1.327

Tools

Metrics

  • PDF downloads (76)
  • HTML views (0)
  • Cited by (0)

Other articles
by authors

[Back to Top]

Copyright © 2021 American Institute of Mathematical Sciences