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On Second Order Semi-implicit Fourier Spectral Methods for 2D Cahn–Hilliard Equations

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Abstract

We consider several seconder order in time stabilized semi-implicit Fourier spectral schemes for 2D Cahn–Hilliard equations. We introduce new stabilization techniques and prove unconditional energy stability for modified energy functionals. We also carry out a comparative study of several classical stabilization schemes and identify the corresponding stability regions. In several cases the energy stability is proved under relaxed constraints on the size of the time steps. We do not impose any Lipschitz assumption on the nonlinearity. The error analysis is obtained under almost optimal regularity assumptions.

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References

  1. Bourgain, J., Li, D.: Strong ill-posedness of the incompressible Euler equation in borderline Sobolev spaces. Invent. Math. 201, 97–157 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bourgain, J., Li, D.: Strong illposedness of the incompressible Euler equation in integer \(C^m\) spaces. Geom. Funct. Anal. 25, 1–86 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bertozzi, A., Ju, N., Lu, H.: A biharmonic-modified forward time stepping method for fourth order nonlinear diffusion equations. Discrete Contin. Dyn. Syst. 29, 1367–1391 (2011)

    MathSciNet  MATH  Google Scholar 

  4. Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system. I. Interfacial energy free energy. J. Chem. Phys. 28, 258–267 (1958)

    Article  Google Scholar 

  5. Chen, L.Q., Shen, J.: Applications of semi-implicit Fourier-spectral method to phase field equations. Comput. Phys. Commun. 108, 147–158 (1998)

    Article  MATH  Google Scholar 

  6. Chen, F., Shen, J.: Efficient energy stable schemes with spectral discretization in space for anisotropic Cahn-Hilliard systems. Commun. Comput. Phys. 13, 1189–1208 (2013)

    Article  MathSciNet  Google Scholar 

  7. Cheng, K., Wang, C., Wise, S., Yue, X.: A second-order, weakly energy-stable pseudo-spectral scheme for the Cahn-Hilliard equation and its solution by the homogeneous linear iteration method. J. Sci. Comput. (2016). doi:10.1007/s10915-016-0228-3

    MathSciNet  Google Scholar 

  8. Christlieb, A., Jones, J., Promislow, K., Wetton, B., Willoughby, M.: High accuracy solutions to energy gradient flows from material science models. J. Comput. Phys. 257, 193–215 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  9. Feng, W.M., Yu, P., Hu, S.Y., Liu, Z.K., Du, Q., Chen, L.Q.: A Fourier spectral moving mesh method for the Cahn–Hilliard equation with elasticity. Commun. Comput. Phys. 5, 582–599 (2009)

    MathSciNet  Google Scholar 

  10. Feng, X.B., Prohl, A.: Error analysis of a mixed finite element method for the Cahn-Hilliard equation. Numer. Math. 99, 47–84 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  11. Feng, X., Tang, T., Yang, J.: Stabilized Crank-Nicolson/Adams-Bashforth schemes for phase field models. East Asian J. Appl. Math. 3, 59–80 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  12. Guillen-Gonzalez, F., Tierra, G.: Second order schemes and time-step adaptivity for Allen–Cahn and Cahn–Hilliard models. Comput. Math. Appl. 68, 821–846 (2014)

    Article  MathSciNet  Google Scholar 

  13. Gavish, N., Jones, J., Xu, Z., Christlieb, A., Promislow, K.: Variational models of network formation and ion transport: applications to perfluorosulfonate ionomer membranes. Polymers 4, 630–655 (2012)

    Article  Google Scholar 

  14. Gomez, H., Hughes, T.J.R.: Provably unconditionally stable, second-order time-accurate, mixed variational methods for phase-field models. J. Comput. Phys. 230, 5310–5327 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  15. Gottlieb, S., Tone, F., Wang, C., Wang, X., Wirosoetisno, D.: Long time stability of a classical efficient scheme for two dimensional Navier–Stokes equations. SIAM J. Numer. Anal. 50, 126–150 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  16. Gottlieb, S., Wang, C.: Stability and convergence analysis of fully discrete Fourier collocation spectral method for 3-D viscous Burgers’ equation. J. Sci. Comput. 53, 102–128 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  17. Guo, J., Wang, C., Wise, S., Yue, X.: An \(H^2\) convergence of a second-order convex-splitting, finite difference scheme for the three-dimensional Cahn–Hilliard equation. Commun. Math. Sci. 14, 489–515 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  18. He, Y., Liu, Y., Tang, T.: On large time-stepping methods for the Cahn–Hilliard equation. Appl. Numer. Math. 57, 616–628 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  19. Ju, L., Zhang, J., Du, Q.: Fast and accurate algorithms for simulating coarsening dynamics of Cahn–Hilliard equations. Comput. Mater. Sci. 108, 272–282 (2015)

    Article  Google Scholar 

  20. Li, B., Liu, J.G.: Thin film epitaxy with or without slope selection. Eur. J. Appl. Math. 14, 713–743 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  21. Li, D.: On a frequency localized Bernstein inequality and some generalized Poincaré-type inequalities. Math. Res. Lett. 20, 933–945 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  22. Li, D., Qiao, Z., Tang, T.: Characterizing the stabilization size for semi-implicit Fourier-spectral method to phase field equations. SIAM J. Numer. Anal. 54, 1653–1681 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  23. Li, D., Qiao, Z., Tang, T.: Gradient bounds for a thin film epitaxy equation. J. Differ. Equ. (2016, submitted)

  24. Li, D., Qiao, Z.: On the stabilization size of semi-implicit Fourier-spectral methods for 3D Cahn–Hilliard equations. Comm. Math. Sci. (2016, submitted)

  25. Qiao, Z., Zhang, Z., Tang, T.: An adaptive time-stepping strategy for the molecular beam epitaxy models. SIAM J. Sci. Comput. 33, 1395–1414 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  26. Sun, Z.Z.: A second-order accurate linearized difference scheme for the two-dimensional Cahn–Hilliard equation. Math. Comput. 64, 1463–1471 (1995)

    MathSciNet  MATH  Google Scholar 

  27. Shen, J., Yang, X.: Numerical approximations of Allen–Cahn and Cahn–Hilliard equations. Discrete Contin. Dyn. Syst. A 28, 1669–1691 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  28. Shen, J., Wang, C., Wang, X., Wise, S.M.: Second-order convex splitting schemes for gradient flows with Ehrlich–Schwoebel type energy: application to thin film epitaxy. SIAM J. Numer. Anal. 50, 105–125 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  29. Shen, J., Yang, X.: Decoupled energy stable schemes for phase-field models of two-phase complex fluids. SIAM J. Sci. Comput. 36, B122–B145 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  30. Shen, J., Yang, X.: Decoupled, energy stable schemes for phase-field models of two-phase incompressible flows. SIAM J. Numer. Anal. 53, 279–296 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  31. Wang, C., Wang, S., Wise, S.M.: Unconditionally stable schemes for equations of thin film epitaxy. Discrete Contin. Dyn. Sys. Ser. A 28, 405–423 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  32. Xu, C., Tang, T.: Stability analysis of large time-stepping methods for epitaxial growth models. SIAM J. Numer. Anal. 44, 1759–1779 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  33. Zhu, J., Chen, L.-Q., Shen, J., Tikare, V.: Coarsening kinetics from a variable-mobility Cahn–Hilliard equation: application of a semi-implicit Fourier spectral method. Phys. Rev. E 60(3), 3564–3572 (1999)

    Article  Google Scholar 

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Acknowledgments

D. Li was supported by an Nserc discovery grant. The research of Z. Qiao is partially supported by the Hong Kong Research Council GRF Grant 15302214, NSFC/RGC Joint Research Scheme N_HKBU204/12 and the Hong Kong Polytechnic University internal Grant 1-ZE33.

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Correspondence to Zhonghua Qiao.

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Li, D., Qiao, Z. On Second Order Semi-implicit Fourier Spectral Methods for 2D Cahn–Hilliard Equations. J Sci Comput 70, 301–341 (2017). https://doi.org/10.1007/s10915-016-0251-4

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  • DOI: https://doi.org/10.1007/s10915-016-0251-4

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