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Published in: Journal of Scientific Computing 1/2020

01-04-2020

A Fully Discrete Mixed Finite Element Method for the Stochastic Cahn–Hilliard Equation with Gradient-Type Multiplicative Noise

Authors: Xiaobing Feng, Yukun Li, Yi Zhang

Published in: Journal of Scientific Computing | Issue 1/2020

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Abstract

This paper develops and analyzes a fully discrete mixed finite element method for the stochastic Cahn–Hilliard equation with gradient-type multiplicative noise that is white in time and correlated in space. The stochastic Cahn–Hilliard equation is formally derived as a phase field formulation of the stochastically perturbed Hele–Shaw flow. The main result of this paper is to prove strong convergence with optimal rates for the proposed mixed finite element method. To overcome the difficulty caused by the low regularity in time of the solution to the stochastic Cahn–Hilliard equation, the Hölder continuity in time with respect to various norms for the stochastic PDE solution is established, and it plays a crucial role in the error analysis. Numerical experiments are also provided to validate the theoretical results and to study the impact of noise on the Hele–Shaw flow as well as the interplay of the geometric evolution and gradient-type noise.

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Literature
1.
go back to reference Adams, R., Fournier, J.: Sobolev Spaces, vol. 140. Academic Press, Cambridge (2003)MATH Adams, R., Fournier, J.: Sobolev Spaces, vol. 140. Academic Press, Cambridge (2003)MATH
2.
go back to reference Alikakos, N.D., Bates, P.W., Chen, X.: Convergence of the Cahn-Hilliard equation to the Hele-Shaw model. Arch. Ration. Mech. Anal. 128(2), 165–205 (1994)MathSciNetCrossRef Alikakos, N.D., Bates, P.W., Chen, X.: Convergence of the Cahn-Hilliard equation to the Hele-Shaw model. Arch. Ration. Mech. Anal. 128(2), 165–205 (1994)MathSciNetCrossRef
3.
go back to reference Aristotelous, A.C., Karakashian, O.A., Wise, S.M.: A mixed discontinuous Galerkin, convex splitting scheme for a modified Cahn-Hilliard equation. Disc. Cont. Dyn. Syst. Ser. B. 18(9), 2211–2238 (2013)MATH Aristotelous, A.C., Karakashian, O.A., Wise, S.M.: A mixed discontinuous Galerkin, convex splitting scheme for a modified Cahn-Hilliard equation. Disc. Cont. Dyn. Syst. Ser. B. 18(9), 2211–2238 (2013)MATH
4.
go back to reference Anderson, D.M., McFadden, G.B., Wheeler, A.A.: Diffuse-interface methods in fluid mechanics. Annu. Rev. Fluid Mech. 30, 139–165 (1998)MathSciNetCrossRef Anderson, D.M., McFadden, G.B., Wheeler, A.A.: Diffuse-interface methods in fluid mechanics. Annu. Rev. Fluid Mech. 30, 139–165 (1998)MathSciNetCrossRef
5.
go back to reference Blömker, D., Maiker-Paape, S., Wanner, T.: Spinodal decomposition for the stochastic Cahn-Hilliard equation. Trans. Am. Math. Soc. 360, 449–489 (2008)CrossRef Blömker, D., Maiker-Paape, S., Wanner, T.: Spinodal decomposition for the stochastic Cahn-Hilliard equation. Trans. Am. Math. Soc. 360, 449–489 (2008)CrossRef
6.
go back to reference Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods, 3rd edn. Springer, New York (2008)CrossRef Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods, 3rd edn. Springer, New York (2008)CrossRef
7.
go back to reference Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system I, Interfacial free energy. J. Chem. Phys. 28, 258–267 (1958)CrossRef Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system I, Interfacial free energy. J. Chem. Phys. 28, 258–267 (1958)CrossRef
8.
go back to reference Chen, X.: Global asymptotic limit of solutions of the Cahn-Hilliard equation. J. Differ. Geom. 44(2), 262–311 (1996)MathSciNetCrossRef Chen, X.: Global asymptotic limit of solutions of the Cahn-Hilliard equation. J. Differ. Geom. 44(2), 262–311 (1996)MathSciNetCrossRef
9.
go back to reference Ciarlet, P.: The Finite Element Method for Elliptic Problems. North-Holland, Amsterdam (1978)MATH Ciarlet, P.: The Finite Element Method for Elliptic Problems. North-Holland, Amsterdam (1978)MATH
10.
go back to reference Cook, H.E.: Brownian motion in spinodal decomposition. Acta Metallurgica 18, 297–306 (1970)CrossRef Cook, H.E.: Brownian motion in spinodal decomposition. Acta Metallurgica 18, 297–306 (1970)CrossRef
11.
go back to reference Du, Q, Feng, X.: The phase field method for geometric moving interfaces and their numerical approximations. arXiv:1902.04924 [math.NA] (2019) Du, Q, Feng, X.: The phase field method for geometric moving interfaces and their numerical approximations. arXiv:​1902.​04924 [math.NA] (2019)
12.
go back to reference Eyre, D.: Unconditionally gradient stable time marching the Cahn-Hilliard equation. In: Bullard, J.W., Kalia, R., Stoneham, M., Chen, L.Q. (eds.) Computational and Mathematical Models of Microstructural Evolution, vol. 53, pp. 1686–1712. Materials Research Society, Warrendale (1998) Eyre, D.: Unconditionally gradient stable time marching the Cahn-Hilliard equation. In: Bullard, J.W., Kalia, R., Stoneham, M., Chen, L.Q. (eds.) Computational and Mathematical Models of Microstructural Evolution, vol. 53, pp. 1686–1712. Materials Research Society, Warrendale (1998)
13.
go back to reference Feng, X., Li, Y., Xing, Y.: Analysis of mixed interior penalty discontinuous Galerkin methods for the Cahn-Hilliard equation and the Hele-Shaw flow. SIAM J. Numer. Anal. 54(2), 825–847 (2016)MathSciNetCrossRef Feng, X., Li, Y., Xing, Y.: Analysis of mixed interior penalty discontinuous Galerkin methods for the Cahn-Hilliard equation and the Hele-Shaw flow. SIAM J. Numer. Anal. 54(2), 825–847 (2016)MathSciNetCrossRef
14.
go back to reference Feng, X., Prohl, A.: Error analysis of a mixed finite element method for the Cahn-Hilliard equation. Numer. Math. 74, 47–84 (2004)MathSciNetCrossRef Feng, X., Prohl, A.: Error analysis of a mixed finite element method for the Cahn-Hilliard equation. Numer. Math. 74, 47–84 (2004)MathSciNetCrossRef
15.
go back to reference Feng, X., Prohl, A.: Numerical analysis of the Cahn-Hilliard equation and approximation for the Hele-Shaw problem. Inter. Free Bound. 7, 1–28 (2005)MathSciNetMATH Feng, X., Prohl, A.: Numerical analysis of the Cahn-Hilliard equation and approximation for the Hele-Shaw problem. Inter. Free Bound. 7, 1–28 (2005)MathSciNetMATH
16.
go back to reference Feng, X., Li, Y., Zhang, Y.: Finite element methods for the stochastic Allen-Cahn equation with gradient-type multiplicative noise. SIAM J. Numer. Anal. 55, 194–216 (2017)MathSciNetCrossRef Feng, X., Li, Y., Zhang, Y.: Finite element methods for the stochastic Allen-Cahn equation with gradient-type multiplicative noise. SIAM J. Numer. Anal. 55, 194–216 (2017)MathSciNetCrossRef
17.
go back to reference Feng, X., Li, Y., Zhang, Y.: Strong convergence of a fully discrete finite element method for a class of semilinear stochastic partial differential equations with multiplicative noise. arXiv:1811.05028 [math.NA] (2018) Feng, X., Li, Y., Zhang, Y.: Strong convergence of a fully discrete finite element method for a class of semilinear stochastic partial differential equations with multiplicative noise. arXiv:​1811.​05028 [math.NA] (2018)
18.
go back to reference Funaki, T.: The scaling limit for a stochastic PDE and the separation of phases. Probab. Theory Relat. Fields 102, 221–288 (1995)MathSciNetCrossRef Funaki, T.: The scaling limit for a stochastic PDE and the separation of phases. Probab. Theory Relat. Fields 102, 221–288 (1995)MathSciNetCrossRef
19.
go back to reference Furihata, D., Kovács, M., Larsson, S., Lindgren, F.: Strong convergence of a fully discrete finite element approximation of the stochastic Cahn-Hilliard equation. SIAM J. Numer. Anal. 56, 708–731 (2018)MathSciNetCrossRef Furihata, D., Kovács, M., Larsson, S., Lindgren, F.: Strong convergence of a fully discrete finite element approximation of the stochastic Cahn-Hilliard equation. SIAM J. Numer. Anal. 56, 708–731 (2018)MathSciNetCrossRef
20.
go back to reference Girault, V., Raviart, P.: Finite Element Methods for Navier–Stokes Equations: Theory and Algorithms. vol. 5 of Springer Series in Computational Mathematics. Springer, Berlin (1986) Girault, V., Raviart, P.: Finite Element Methods for Navier–Stokes Equations: Theory and Algorithms. vol. 5 of Springer Series in Computational Mathematics. Springer, Berlin (1986)
21.
go back to reference Katsoulakis, M., Kossioris, G., Lakkis, O.: Noise regularization and computations for the \(1\)-dimensional stochastic Allen-Cahn problem. Interfaces Free Bound. 9, 1–30 (2007)MathSciNetCrossRef Katsoulakis, M., Kossioris, G., Lakkis, O.: Noise regularization and computations for the \(1\)-dimensional stochastic Allen-Cahn problem. Interfaces Free Bound. 9, 1–30 (2007)MathSciNetCrossRef
22.
go back to reference Kawasaki, K., Ohta, T.: Kinetic drumhead model of interface. I. Progr. Theor. Phys. 67, 147–163 (1982)CrossRef Kawasaki, K., Ohta, T.: Kinetic drumhead model of interface. I. Progr. Theor. Phys. 67, 147–163 (1982)CrossRef
23.
go back to reference Kovács, M., Larsson, S., Lindgren, F.: On the backward Euler approximation of the stochastic Allen-Cahn equation. J. Appl. Probab. 52, 323–338 (2015)MathSciNetCrossRef Kovács, M., Larsson, S., Lindgren, F.: On the backward Euler approximation of the stochastic Allen-Cahn equation. J. Appl. Probab. 52, 323–338 (2015)MathSciNetCrossRef
24.
go back to reference Kovács, M., Larsson, S., Lindgren, F.: On the discretisation in time of the stochastic Allen-Cahn equation. Math. Nachr. 291, 966–995 (2018)MathSciNetCrossRef Kovács, M., Larsson, S., Lindgren, F.: On the discretisation in time of the stochastic Allen-Cahn equation. Math. Nachr. 291, 966–995 (2018)MathSciNetCrossRef
25.
go back to reference Kovács, M., Larsson, S., Mesforush, A.: Finite element approximation of the Cahn-Hilliard-Cook equation. SIAM J. Numer. Anal. 49, 2407–2429 (2011)MathSciNetCrossRef Kovács, M., Larsson, S., Mesforush, A.: Finite element approximation of the Cahn-Hilliard-Cook equation. SIAM J. Numer. Anal. 49, 2407–2429 (2011)MathSciNetCrossRef
26.
go back to reference Kovács, M., Larsson, S., Mesforush, A.: Erratum: finite element approximation of the Cahn-Hilliard-Cook equation. SIAM J. Numer. Anal. 52, 2594–2597 (2014)MathSciNetCrossRef Kovács, M., Larsson, S., Mesforush, A.: Erratum: finite element approximation of the Cahn-Hilliard-Cook equation. SIAM J. Numer. Anal. 52, 2594–2597 (2014)MathSciNetCrossRef
27.
go back to reference Krylov, N.V., Rozovskii, B.L.: Stochastic Evolution Equations. Stochastic Differential Equations: Theory and Applications: Interdisciplinary Math and Science. World Science Publication, Hackensack 2, 1–69 (2007) Krylov, N.V., Rozovskii, B.L.: Stochastic Evolution Equations. Stochastic Differential Equations: Theory and Applications: Interdisciplinary Math and Science. World Science Publication, Hackensack 2, 1–69 (2007)
28.
go back to reference Larsson, S., Mesforush, A.: Finite-element approximation of the linearized Cahn-Hilliard-Cook equation. IMA J. Numer. Anal. 31, 1315–1333 (2011)MathSciNetCrossRef Larsson, S., Mesforush, A.: Finite-element approximation of the linearized Cahn-Hilliard-Cook equation. IMA J. Numer. Anal. 31, 1315–1333 (2011)MathSciNetCrossRef
29.
go back to reference Li, Y.: Error analysis of a fully discrete Morley finite element approximation for the Cahn–Hilliard equation. J. Sci. Comput. 78, 1862–1892 (2019)MathSciNetCrossRef Li, Y.: Error analysis of a fully discrete Morley finite element approximation for the Cahn–Hilliard equation. J. Sci. Comput. 78, 1862–1892 (2019)MathSciNetCrossRef
31.
go back to reference Lord, G., Powell, C., Shardlow, T.: An Introduction to Computational Stochastic PDEs. Cambridge Texts in Applied Mathematics. CUP, Cambridge (2014)CrossRef Lord, G., Powell, C., Shardlow, T.: An Introduction to Computational Stochastic PDEs. Cambridge Texts in Applied Mathematics. CUP, Cambridge (2014)CrossRef
32.
go back to reference Majee, A.K., Prohl, A.: Optimal strong rates of convergence for a space-time discretization of the stochastic Allen-Cahn equation with multiplicative noise. Comput. Methods Appl. Math. 18, 297–311 (2018)MathSciNetCrossRef Majee, A.K., Prohl, A.: Optimal strong rates of convergence for a space-time discretization of the stochastic Allen-Cahn equation with multiplicative noise. Comput. Methods Appl. Math. 18, 297–311 (2018)MathSciNetCrossRef
33.
go back to reference Nochetto, R.H., Verdi, C.: Convergence past singularities for a fully discrete approximation of curvature-driven interfaces. SIAM J. Numer. Anal. 34(2), 490–512 (1997)MathSciNetCrossRef Nochetto, R.H., Verdi, C.: Convergence past singularities for a fully discrete approximation of curvature-driven interfaces. SIAM J. Numer. Anal. 34(2), 490–512 (1997)MathSciNetCrossRef
35.
go back to reference Da Prato, G., Zabczyk, J.: Stochastic Equations in Infinite Dimensions. Cambridge University Press, Cambridge (1992)CrossRef Da Prato, G., Zabczyk, J.: Stochastic Equations in Infinite Dimensions. Cambridge University Press, Cambridge (1992)CrossRef
36.
go back to reference Prévôt, C., Röckner, M.: A Concise Course on Stochastic Partial Differential Equations. Springer, Berlin (2007)MATH Prévôt, C., Röckner, M.: A Concise Course on Stochastic Partial Differential Equations. Springer, Berlin (2007)MATH
37.
go back to reference Pego, R.L.: Front migration in the nonlinear Cahn-Hilliard equation. Proc. R. Soc. Lond. Ser. A 422, 261–278 (1989)MathSciNetMATH Pego, R.L.: Front migration in the nonlinear Cahn-Hilliard equation. Proc. R. Soc. Lond. Ser. A 422, 261–278 (1989)MathSciNetMATH
38.
go back to reference Rivière, B.: Discontinuous Galerkin Methods for Solving Elliptic and Parabolic Equations: Theory and Implementation, Frontiers in Applied Mathematics. SIAM, Philadelphia (2008)CrossRef Rivière, B.: Discontinuous Galerkin Methods for Solving Elliptic and Parabolic Equations: Theory and Implementation, Frontiers in Applied Mathematics. SIAM, Philadelphia (2008)CrossRef
39.
40.
go back to reference Stoth, B.: Convergence of the Cahn-Hilliard equation to the Mullins-Sekerka problem in spherical symmetry. J. Differ. Eqs. 125, 154–183 (1996)MathSciNetCrossRef Stoth, B.: Convergence of the Cahn-Hilliard equation to the Mullins-Sekerka problem in spherical symmetry. J. Differ. Eqs. 125, 154–183 (1996)MathSciNetCrossRef
41.
go back to reference Wu, S., Li, Y.: Analysis of the Morley element for the Cahn–Hilliard equation and the Hele–Shaw flow. arXiv:1808.08581 [math.NA] (2018) Wu, S., Li, Y.: Analysis of the Morley element for the Cahn–Hilliard equation and the Hele–Shaw flow. arXiv:​1808.​08581 [math.NA] (2018)
42.
go back to reference Yip, N.K.: Stochastic curvature driven flows. In: Da Prato, G., Tubaro, L. (eds.) Stochastic Partial Differential Equations and Applications, Lecture Notes in Pure and Applied Mathematics, vol. 227, pp. 443–460. Marcel Dekker, New York (2002)CrossRef Yip, N.K.: Stochastic curvature driven flows. In: Da Prato, G., Tubaro, L. (eds.) Stochastic Partial Differential Equations and Applications, Lecture Notes in Pure and Applied Mathematics, vol. 227, pp. 443–460. Marcel Dekker, New York (2002)CrossRef
Metadata
Title
A Fully Discrete Mixed Finite Element Method for the Stochastic Cahn–Hilliard Equation with Gradient-Type Multiplicative Noise
Authors
Xiaobing Feng
Yukun Li
Yi Zhang
Publication date
01-04-2020
Publisher
Springer US
Published in
Journal of Scientific Computing / Issue 1/2020
Print ISSN: 0885-7474
Electronic ISSN: 1573-7691
DOI
https://doi.org/10.1007/s10915-020-01202-3

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