Abstract
In this paper, we propose and analyze a non-overlapping substructuring type algorithm for the Cahn–Hilliard equation. Being a nonlinear equation, it is of great importance to develop a robust numerical method for investigating the solution behaviour of the CH equation. We present the formulation of the Neumann–Neumann method applied to the CH equation and study its convergence behaviour in one and two spatial dimension for two subdomains and also extend the method for logarithmic nonlinearity. We also present the nonlinear NN method for the CH equation. We illustrate the theoretical results by providing numerical examples.
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References
Bak, J., Newman, D.J., Newman, D.J.: Complex Analysis, vol. 8. Springer, Berlin (2010)
Bertozzi, A.L., Esedoḡlu, S., Gillette, A.: Inpainting of binary images using the Cahn–Hilliard equation. IEEE Trans. Image Process. 16, 285–291 (2007)
Bjørstad, P.E., Widlund, O.B.: Iterative methods for the solution of elliptic problems on regions partitioned into substructures. SIAM J. Numer. Anal. 23, 1097–1120 (1986)
Bourgat, J.-F., Glowinski, R., Le Tallec, P., Vidrascu, M.: Variational Formulation and Algorithm for Trace Operation in Domain Decomposition Calculations, Domain Decomposition Methods for Partial Differential Equations, vol. II, pp. 3–16. SIAM, Philadelphia (1989)
Cahn, J.W.: On spinodal decomposition. Acta Metall. 9, 795–801 (1961)
Cahn, J.W., Hilliard, W.: Free energy of a nonuniform system. i. interfacial free energy. J. Chem. Phys. 28, 258–267 (1958)
Carlenzoli, C., Quarteroni, A.: Adaptive domain decomposition methods for advection-diffusion problems. In: Modeling, Mesh Generation, and Adaptive Numerical Methods for Partial Differential Equations, pp. 165–186. Springer, Berlin (1995)
Chaouqui, F., Gander, M. J., Santugini-Repiquet, K.: On nilpotent subdomain iterations. In: Domain Decomposition Methods in Science and Engineering XXIII. Springer, Berlin, pp. 125–133 (2017)
Chaouqui, F., Gander, M. J., Santugini-Repiquet, K.: A local coarse space correction leading to a well-posed continuous Neumann–Neumann method in the presence of cross points. In: International Conference on Domain Decomposition Methods. Springer, Berlin, pp. 83–91 (2018)
Chaouqui, F., Ciaramella, G., Gander, M.J., Vanzan, T.: On the scalability of classical one-level domain-decomposition methods. Vietnam J. Math. 46, 1053–1088 (2018)
Chaouqui, F., Gander, M.J., Santugini-Repiquet, K.: A continuous analysis of Neumann–Neumann methods: scalability and new coarse spaces. SIAM J. Sci. Comput. 42, A3785–A3811 (2020)
Debussche, A., Dettori, L.: On the Cahn–Hilliard equation with a logarithmic free energy. Nonlinear Anal. Theory Methods Appl. 24, 1491–1514 (1995)
Eyre, D.J., Unconditionally gradient stable time marching the Cahn-Hilliard equation. In: Computational and Mathematical Models of Microstructural Evolution, San Francisco, CA,: vol. 529 of Mater. Res. Soc. Sympos. Proc. MRS, Warrendale, PA vol. 1998, pp. 39–46 (1998)
Eyre, D.J.: An unconditionally stable one-step scheme for gradient systems, Unpublished article, (1998)
Garai, G., Mandal, B.C.: Convergence of substructuring methods for the Cahn–Hilliard equation. Commun. Nonlinear Sci. Numer. Simul. 120, 107175 (2023)
Le Tallec, P., De Roeck, Y.-H., Vidrascu, M.: Domain decomposition methods for large linearly elliptic three-dimensional problems. J. Comput. Appl. Math. 34, 93–117 (1991)
Lee, S., Lee, C., Lee, H.G., Kim, J.: Comparison of different numerical schemes for the Cahn–Hilliard equation. J. KSIAM 17, 197–207 (2013)
Lee, D., Huh, J.-Y., Jeong, D., Shin, J., Yun, A., Kim, J.: Physical, mathematical, and numerical derivations of the Cahn–Hilliard equation. Comput. Mater. Sci. 81, 216–225 (2014)
Lions, P.-L.: On the Schwarz alternating method I. In: Domain Decomposition Methods for Partial Differential Equations (Paris, 1987), pp. 1–42. SIAM, Philadelphia (1988)
Mandel, J., Brezina, M.: Balancing domain decomposition for problems with large jumps in coefficients. Math. Comput. 65, 1387–1401 (1996)
Nicolaenko, B., Scheurer, B.: Low-dimensional behavior of the pattern formation Cahn–Hilliard equation. In: North-Holland Mathematics Studies, vol. 110, pp. 323–336. Elsevier, Oxford (1985)
Nicolaenko, B., Scheurer, B., Temam, R.: Some global dynamical properties of a class of pattern formation equations. Comm. Partial Differ. Equ. 14, 245–297 (1989)
Novick-Cohen, A., Segel, L.A.: Nonlinear aspects of the Cahn–Hilliard equation. Phys. D 10, 277–298 (1984)
Pavarino, L.F., Widlund, O.B.: Balancing Neumann–Neumann methods for incompressible stokes equations. Commun. Pure Appl. Math. J. Iss. Courant Inst. Math. Sci. 55, 302–335 (2002)
Toselli, A., Widlund, O.B.: Domain Decomposition Methods, Algorithms and Theory, vol. 34. Springer, Berlin (2005)
Acknowledgements
I wish to express my appreciation to Dr. Bankim C. Mandal for his constant support and stimulating suggestions and also like to thank the CSIR India for the financial assistance and IIT Bhubaneswar for research facility.
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Garai, G. Convergence of linear and nonlinear Neumann–Neumann method for the Cahn–Hilliard equation. Japan J. Indust. Appl. Math. 41, 211–232 (2024). https://doi.org/10.1007/s13160-023-00600-y
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DOI: https://doi.org/10.1007/s13160-023-00600-y