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Stokes Flows under Random Boundary Velocity Excitations

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Abstract

A viscous Stokes flow over a disc under random fluctuations of the velocity on the boundary is studied. We give exact Karhunen-Loève (K-L) expansions for the velocity components, pressure, stress, and vorticity, and the series representations for the corresponding correlation tensors. Both the white noise fluctuations, and general homogeneous random excitations of the velocities prescribed on the boundary are studied. We analyze the decay of correlation functions in angular and radial directions, both for exterior and interior Stokes problems. Numerical experiments show the fast convergence of the K-L expansions. The results indicate that ignoring the stochastic fluctuations in boundary conditions dramatically underestimates the variance of the velocity and pressure in the interior/exterior of the domain.

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References

  1. Cheng, Lafe, A.H.D., Boundary, O.E.: Element solution for stochastic groundwater flow: Random boundary condition and recharge. Water Resour. Res. 27(2), 231–242 (1991)

    Article  ADS  Google Scholar 

  2. Courant, R., Hilbert, D.: Methods of Mathematical Physics, vol. 2. Wiley, New York (1989)

    Google Scholar 

  3. Dagan, G.: Flow and Transport in Porous Formations. Springer, Berlin/Heidelberg/New York (1989)

    Google Scholar 

  4. Farell, B.F., Ioannou, P.J.: Stochastic forcing of the linearized Navier-Stokes equations. Phys. Fluids A 5(11), 2600–2609 (1993)

    Article  ADS  Google Scholar 

  5. Ghanem, R.G., Spanos, P.D.: Stochastic Finite Elements. A Spectral Approach. Courier Dover Publications (2003)

  6. Giordano, A., Uhrig, M.: Human face recognition technology using the Karhunen-Loeve expansion technique. Regis University. Denver, Colorado. http://www.rose-hulman.edu/mathjournal/archives/2006/vol7-n1/paper11/v7n1-11pd.pdf

  7. Kaganer, V.M., Köhler, R., Schmidbauer, M., Opitz, R.: X-ray diffraction peaks due to misfit dislocations in heteroepitaxial structures. Phys. Rev. B 55(3), 1793–1810 (1997)

    Article  ADS  Google Scholar 

  8. Kaipio, J., Kolehmainen, V., Somersalo, E., Vauhkonen, M.: Statistical inversion and Monte Carlo sampling methods in electrical impedance tomography. Inverse Probl. 16, 1487–1522 (2000)

    Article  MATH  ADS  MathSciNet  Google Scholar 

  9. Katafygiotis, L.S., Zerva, A., Malyarenko, A.A.: Simulation of homogeneous and partially isotropic random fields. J. Eng. Mech. 125(10), 1180–1189 (1999)

    Article  Google Scholar 

  10. Kolyukhin, D., Sabelfeld, K.: Stochastic flow simulation in 3D porous media. Monte Carlo Methods Appl. 11(1), 15–37 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  11. Kramer, P., Kurbanmuradov, O., Sabelfeld, K.: Comparative analysis of multiscale Gaussian random field simulation algorithms. J. Comput. Phys. 226, 897–924 (2007)

    Article  MATH  ADS  MathSciNet  Google Scholar 

  12. Kurbanmuradov, O., Sabelfeld, K.K.: Stochastic spectral and Fourier-wavelet methods for vector Gaussian random field. Monte Carlo Methods Appl. 12(5–6), 395–446.

  13. Landau, L.D., Lifshitz, E.M.: Theoretical Physics. Hydrodynamics. Nauka, Moscow (1988). (In Russian)

    Google Scholar 

  14. Lorenz, E.N.: Empirical orthogonal functions and statistical weather prediction. Report 1, Statistical Forecasting Project, Massachusets Institute of Technology (1956)

  15. Lucor, D., Su, C.H., Karniadakis, G.E.: Karhunen-Loeve representation of periodic second-order autoregressive processes. In: International Conference on Computational Science, pp. 827–834. Springer, Berlin (2004)

    Google Scholar 

  16. Lumley, J.L.: The structure of homogeneous turbulent flows. In: Yaglom, A.M., Tatarsky, V.I. (eds.) Atmospheric Turbulence and Radio Wave Propagation, p. 166. Nauka, Moscow (1967)

    Google Scholar 

  17. Maury, C., Gardonio, P., Elliot, S.J.: A wavenumber approach to modelling the response of a randomly excited panel. II. Application to aircraft panels excited by a turbulent boundary layer. J. Sound Vib. 252(1), 115–139 (2002)

    Article  ADS  Google Scholar 

  18. Monin, A.S., Yaglom, A.M.: Statistical Fluid Mechanics: Mechanics of Turbulence, vol. 2. MIT Press, Cambridge (1981)

    Google Scholar 

  19. Nadine Aubry: On the hidden beauty of the proper orthogonal decomposition. Theor. Comput. Fluid Dyn. 2, 339–352 (1991)

    Article  MATH  Google Scholar 

  20. Ophir, J., Alam, S., Garra, B., et al.: Elastography: Imaging the elastic properties of soft tissues with ultrasound. J. Med. Ultrasonics 29, 155–171 (2002)

    Article  Google Scholar 

  21. Phoon, K.K., Huang, H.W., Quek, S.T.: Simulation of strongly non-Gaussian processes using Karhunen-Loeve expansion. Probab. Eng. Mech. 20, 188–198 (2005)

    Article  Google Scholar 

  22. Rozanov, Yu.A., Sanso, F.: The analysis of the Neumann and the oblique derivative problem: The theory of regularization and its stochastic version. J. Geodesy 75, 391–398 (2001)

    Article  MATH  ADS  Google Scholar 

  23. Sabelfeld, K.K.: Monte Carlo Methods in Boundary Value Problems. Springer, Berlin/Heidelberg/New York (1991)

    MATH  Google Scholar 

  24. Sabelfeld, K.K.: Evaluation of elastic coefficients from the correlation and spectral tensors in respond to boundary random excitations. In: Proc. International Conference on Inverse and Ill-Posed Problems of Mathematical Physics Dedicated to Professor M.M. Lavrentiev on Occasion of his 75-th Birthday. Novosibirsk, August 21–24 (2007)

  25. Sabelfeld, K.K.: Expansion of random boundary excitations for elliptic PDEs. Monte Carlo Methods Appl. 13(5–6), 405–453

  26. Sabelfeld, K., Kolyukhin, D.: Stochastic Eulerian model for the flow simulation in porous media. Monte Carlo Methods Appl. 9(3), 271–290 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  27. Sabelfeld, K.K., Shalimova, I.A.: Elastic half-plane under random displacement excitations on the boundary. J. Stat. Phys. 132(6), 1071–1095 (2008)

    Article  ADS  MathSciNet  Google Scholar 

  28. Sanso, F., Venuti, G.: White noise stochastic BVP’s and Cimmino’s theory. In: PL da Vinci-IV Hotine-Marussi Symposium on Mathematical Geodesy, pp. 5–20. Trento, Italy (2001)

  29. Shalimova, I.A., Sabelfeld, K.: Elastostatics of a half-plane under random boundary excitations. WIAS Preprint N 1343. To appear in J. Stat. Mech. (2008)

  30. Shinozuka, M.: Simulation of multivariate and multidimensional random processes. J. Acoust. Soc. Am. 49, 357–368 (1971)

    Article  ADS  Google Scholar 

  31. Sowers, R.B.: Multidimensional reaction-diffusion equation with white-noise boundary perturbations. Ann. Probab. 22(4), 2071–2121 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  32. Tartakovsky, D., Xiu, D.: Stochastic analysis of transport in tubes with rough walls. J. Comput. Phys. 217(1), 248–259 (2006)

    Article  MATH  ADS  MathSciNet  Google Scholar 

  33. Xiu, D., Shen, J.: An efficient spectral method for acoustic scattering from rough surfaces. Commun. Comput. Phys. 2(1), 54–72 (2007)

    MATH  MathSciNet  Google Scholar 

  34. Xu, X.F.: A multiscale stochastic finite element method on elliptic problems involving uncertainties. Comput. Methods Appl. Mech. Eng. 196(25–28), 2723–2736 (2007)

    Article  Google Scholar 

  35. Yaglom, A.M.: Correlation Theory of Stationary and Related Random Functions I. Basic Results. Springer, New York/Heidelberg/Berlin (1987)

    MATH  Google Scholar 

  36. Yu, D.-h.: Natural Boundary Integral Method and Its Applications. Science Press/Kluwer, Beijing/Dordrecht (2002)

    MATH  Google Scholar 

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Correspondence to K. K. Sabelfeld.

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The support of the RFBR Grant N 06-01-00498 is kindly acknowledged.

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Sabelfeld, K.K. Stokes Flows under Random Boundary Velocity Excitations. J Stat Phys 133, 1107–1136 (2008). https://doi.org/10.1007/s10955-008-9654-4

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