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Anomalous Scaling of Structure Functions and Dynamic Constraints on Turbulence Simulations

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Abstract

The connection between anomalous scaling of structure functions (intermittency) and numerical methods for turbulence simulations is discussed. It is argued that the computational work for direct numerical simulations (DNS) of fully developed turbulence increases as Re 4, and not as Re 3 expected from Kolmogorov’s theory, where Re is a large-scale Reynolds number. Various relations for the moments of acceleration and velocity derivatives are derived. An infinite set of exact constraints on dynamically consistent subgrid models for Large Eddy Simulations (LES) is derived from the Navier–Stokes equations, and some problems of principle associated with existing LES models are highlighted

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References

  1. A.N. Kolmogorov (1941) Dokl. Akad Nauk SSSR 30 9

    Google Scholar 

  2. A.N. Kolmogorov (1941) Dokl. Akad. Nauk SSSR 32 16 Occurrence Handle0063.03292

    MATH  Google Scholar 

  3. A.N. Kolmogorov (1942) Izv Akad Nauk SSSR Ser Fiz IV IssueID1-2 56

    Google Scholar 

  4. R.H. Kraichnan (1959) J. Fluid. Mech 5 497 Occurrence Handle1959JFM.....5..497K Occurrence Handle0093.41202 Occurrence Handle105963

    ADS  MATH  MathSciNet  Google Scholar 

  5. L. Prandtl (1925) Math. Mech. 1 431

    Google Scholar 

  6. L.F. Richardson (1926) Proc. Roy. Soc. A 10 709 Occurrence Handle1926RSPSA.110..709R

    ADS  Google Scholar 

  7. S. A. Orszag and G. S. Patterson, in Statistical Models and Turbulence, Lecture Notes in Physics, Vol. 12, 127, eds. M. Rosenbluth and C.W. Van Atta (Springer, Berlin, 1972) pp. 127.

  8. S. A. Orszag, in Computing Methods in Science and Engineering. Part 2. Lecture Notes in Computer Science Vol. 11, (1974), pp. 54.

  9. The traditional estimate is due to L. Landau and E.M. Lifschitz, Fluid Mechanics, Addison Wesley, Reading, MA, 1959; it was commented upon extensively in the context of spectral methods by S.A. Orszag,“Statistical Theory of Turbulence”, in Fluid Dynamics, Les Houches, 2237 (1973), eds.R. Balian and J.L. Peube, Gordon and Breach, New York.

  10. T. Gotoh, D. Fukayama, and T. Nakano, Phys. Fluids 14:1065 (2002); Y. Kaneda, T. Ishihara, M. Yokokawa, K. Itakura, and A. Uno, Phys. Fluids 15:L21 (2003).

  11. P.K. Yeung D.A. Donzis K.R. Sreenivasan (2005) Phys. Fluids 17 081703 Occurrence Handle10.1063/1.2001690 Occurrence Handle2164751 Occurrence Handle2005PhFl...17h1703Y

    Article  MathSciNet  ADS  Google Scholar 

  12. V. Yakhot (2001) Phys. Rev. E 63 026307 Occurrence Handle10.1103/PhysRevE.63.026307 Occurrence Handle2001PhRvE..63b6307Y

    Article  ADS  Google Scholar 

  13. R.J. Hill (2002) J. Fluid. Mech. 368 317 Occurrence Handle2002JFM...468..317H

    ADS  Google Scholar 

  14. U. Frisch, Turbulence. Legacy of A.N. Kolmogorov (Cambridge University Press, England, 1995); K. R. Sreenivasan and R. A. Antonia, Annu. Rev. Fluid Mech. 29:435 (1997).

  15. S.Y. Chen B. Dhruva S. Kurien K.R. Sreenivasan M.A. Taylor (2005) J. Fluid. Mech. 533 183 Occurrence Handle2005JFM...533..183C Occurrence Handle10.1017/S002211200500443X Occurrence Handle1074.76030 Occurrence Handle2263308

    Article  ADS  MATH  MathSciNet  Google Scholar 

  16. Professor T. Gotoh kindly tested this relation using the experimental data published in T. Gotoh and T. Nakano, J. Stat. Phys. 113:855 (2003); extensive tests using other sources of data have since been completed to confirm this result.

  17. V. Yakhot (2003) J. Fluid Mech. 495 135 Occurrence Handle10.1017/S0022112003006281 Occurrence Handle2003JFM...495..135Y Occurrence Handle1057.76025 Occurrence Handle2022140

    Article  ADS  MATH  MathSciNet  Google Scholar 

  18. V. Yakhot K.R. Sreenivasan (2004) Physica A 343 147 Occurrence Handle10.1016/j.physa.2004.07.037 Occurrence Handle2004PhyA..343..147Y Occurrence Handle2094405

    Article  ADS  MathSciNet  Google Scholar 

  19. G. Paladin and A. Vulpiani, Phys. Rev. A 35:1971 (1987); G. Paladin and A. Vulpiani, Phys. Rep. 156, 147 (1990).

  20. K. R. Sreenivasan and C. Meneveau, Phys. Rev. A 38:6287 (1988); C. Meneveau and K. R. Sreenivasan, J. Fluid Mech. 224:429 (1991).

    Google Scholar 

  21. M. Nelkin, Phys. Rev. A 42:7226 (1990); U. Frisch and M. Vergassola, Europhys. Lett. 15:439 (1901).

    Google Scholar 

  22. A.M. Polyakov (1995) Phys Rev E 52 6183 Occurrence Handle10.1103/PhysRevE.52.6183 Occurrence Handle1995PhRvE..52.6183P Occurrence Handle1384741

    Article  ADS  MathSciNet  Google Scholar 

  23. J. Duchon R. Robert (2000) Nonlinearity 13 249 Occurrence Handle10.1088/0951-7715/13/1/312 Occurrence Handle2000Nonli..13..249D Occurrence Handle1734632 Occurrence Handle1009.35062

    Article  ADS  MathSciNet  MATH  Google Scholar 

  24. G.L. Eyink (2003) Nonlinearity 16 137 Occurrence Handle10.1088/0951-7715/16/1/309 Occurrence Handle2003Nonli..16..137E Occurrence Handle1138.76358 Occurrence Handle1950780

    Article  ADS  MATH  MathSciNet  Google Scholar 

  25. S. Kurien K.R. Sreenivasan (2001) Phys. Rev. E 64 056302 Occurrence Handle10.1103/PhysRevE.64.056302 Occurrence Handle2001PhRvE..64e6302K

    Article  ADS  Google Scholar 

  26. R.A. Antonia M. Ould-Rouis F. Anselmet Y. Zhu (1997) J. Fluid Mech 332 395 Occurrence Handle1997JFM...332..395A Occurrence Handle0888.76034

    ADS  MATH  Google Scholar 

  27. A.S. Monin A.M. Yaglom (1975) Statistical Fluid Mechanics Vol 2 MIT Press Cambridge, MA

    Google Scholar 

  28. A. M. Reynolds, N. Mordant, A. M. Crawford, and E. Bodenschatz, New J. Phys. 58:(2005).

  29. M. Chetkov G. Falkovich (1996) Phys. Rev. Lett 76 2706 Occurrence Handle1996PhRvL..76.2706C

    ADS  Google Scholar 

  30. K.R. Sreenivasan (2004) Flow, Turbulence and Combustion 72 115 Occurrence Handle10.1023/B:APPL.0000044408.46141.26 Occurrence Handle1081.76564

    Article  MATH  Google Scholar 

  31. O. Roussel and K. Schneider, Comp. Fluids 34:817 (2005); O. V. Vasilyev and S. Paolucci, J. Comp. Phys. 125:498 (1996).

    Google Scholar 

  32. Z.-S. She E. Leveque (1994) Phys Rev Lett 72 336 Occurrence Handle10.1103/PhysRevLett.72.336 Occurrence Handle1994PhRvL..72..336S

    Article  ADS  Google Scholar 

  33. J.W. Deardorff (1970) J. Fluid Mech 41 453 Occurrence Handle1970JFM....41..453D Occurrence Handle0191.25503

    ADS  MATH  Google Scholar 

  34. J. Smagorinsky (1963) Mon. Weather Rev 91 99 Occurrence Handle1963MWRv...91...99S

    ADS  Google Scholar 

  35. V. Yakhot S.A. Orszag (1986) J. Sci. Comp 1 1 Occurrence Handle10.1007/BF01061452 Occurrence Handle870313

    Article  MathSciNet  Google Scholar 

  36. M. Germano (1992) J. Fluid Mech 238 325 Occurrence Handle1992JFM...238..325G Occurrence Handle0756.76034 Occurrence Handle1166088

    ADS  MATH  MathSciNet  Google Scholar 

  37. H.S. Kang S. Chester C. Meneveau (2003) J. Fluid Mech 480 129 Occurrence Handle10.1017/S0022112002003579 Occurrence Handle2003JFM...480..129K Occurrence Handle2013290 Occurrence Handle1063.76507

    Article  ADS  MathSciNet  MATH  Google Scholar 

  38. L. Larcheveque P. sagaut T.-H. Le P. Comte (2004) J. Fluid Mech 516 265 Occurrence Handle2004JFM...516..265L Occurrence Handle1131.76332

    ADS  MATH  Google Scholar 

  39. C. Lee K. Yeo J-Il. Choi (2004) Phys. Rev. Lett 92 144502–1 Occurrence Handle2004PhRvL..92n4502L

    ADS  Google Scholar 

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Correspondence to Katepalli R. Sreenivasan.

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Yakhot, V., Sreenivasan, K.R. Anomalous Scaling of Structure Functions and Dynamic Constraints on Turbulence Simulations. J Stat Phys 121, 823–841 (2005). https://doi.org/10.1007/s10955-005-8666-6

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