An approximate factorization/least squares solution method for a mixed finite element approximation of the Cahn-Hilliard equation

We discuss in this article the numerical solution of the Cahn-Hilliard equation modelling the spinodal decomposition of binary alloys. The numerical methodology combines a second-order finite difference time discretization with a mixed finite element space approximation and a least squares formulation based on an approximate factorization of a fourth-order elliptic operator which appears in the numerical model. The least squares problem—which is linear—is solved by a preconditioned conjugate gradient algorithm. The results of numerical experiments illustrate the possibilities of the methods discussed in this article.

[1]  Charles M. Elliott,et al.  Error estimates with smooth and nonsmooth data for a finite element method for the Cahn-Hilliard equation , 1992 .

[2]  L. Reinhart,et al.  On the numerical analysis of the Von Karman equations: Mixed finite element approximation and continuation techniques , 1982 .

[3]  Charles M. Elliott,et al.  Numerical analysis of the Cahn-Hilliard equation with a logarithmic free energy , 1992 .

[4]  Charles M. Elliott,et al.  Kinetics of phase decomposition processes: numerical solutions to Cahn–Hilliard equation , 1990 .

[5]  P. G. Ciarlet,et al.  Basic error estimates for elliptic problems , 1991 .

[6]  H. Keller,et al.  Continuation-Conjugate Gradient Methods for the Least Squares Solution of Nonlinear Boundary Value Problems , 1985 .

[7]  Michel Fortin,et al.  Mixed and Hybrid Finite Element Methods , 2011, Springer Series in Computational Mathematics.

[8]  R. Glowinski,et al.  Numerical Methods for Nonlinear Variational Problems , 1985 .

[9]  Andrew M. Stuart,et al.  The viscous Cahn-Hilliard equation. I. Computations , 1995 .

[10]  James S. Langer,et al.  Theory of spinodal decomposition in alloys , 1971 .

[11]  C. M. Elliott,et al.  Existence for the Cahn-Hilliard phase separation model with a nondifferentiable energy , 1991 .

[12]  C. M. Elliott,et al.  Numerical Studies of the Cahn-Hilliard Equation for Phase Separation , 1987 .

[13]  W. Hager Review: R. Glowinski, J. L. Lions and R. Trémolières, Numerical analysis of variational inequalities , 1983 .

[14]  C. M. Elliott,et al.  A nonconforming finite-element method for the two-dimensional Cahn-Hilliard equation , 1989 .

[15]  John W. Cahn,et al.  Phase Separation by Spinodal Decomposition in Isotropic Systems , 1965 .

[16]  Jean E. Roberts,et al.  Mixed and hybrid methods , 1991 .

[17]  L. Segel,et al.  Nonlinear aspects of the Cahn-Hilliard equation , 1984 .

[18]  Charles M. Elliott,et al.  The Cahn–Hilliard gradient theory for phase separation with non-smooth free energy Part II: Numerical analysis , 1991, European Journal of Applied Mathematics.

[19]  J. Lions,et al.  Contrôle optimal de systèmes gouvernés par des équations aux dérivées partielles , 1968 .

[20]  Roland Glowinski,et al.  Iterative solution of the stream function-vorticity formulation of the stokes problem, applications to the numerical simulation of incompressible viscous flow , 1991 .

[21]  J. Daniel On the approximate minimization of functionals , 1969 .

[22]  Charles M. Elliott,et al.  The Cahn-Hilliard Model for the Kinetics of Phase Separation , 1989 .

[23]  R. Glowinski,et al.  Augmented Lagrangian and Operator-Splitting Methods in Nonlinear Mechanics , 1987 .

[24]  J. M. Thomas,et al.  Introduction à l'analyse numérique des équations aux dérivées partielles , 1983 .

[25]  R. Temam Infinite Dimensional Dynamical Systems in Mechanics and Physics Springer Verlag , 1993 .

[26]  Charles M. Elliott,et al.  A second order splitting method for the Cahn-Hilliard equation , 1989 .

[27]  J. E. Hilliard,et al.  Free Energy of a Nonuniform System. I. Interfacial Free Energy , 1958 .

[28]  L. R. Scott,et al.  The Mathematical Theory of Finite Element Methods , 1994 .

[29]  R. Glowinski,et al.  Numerical Analysis of Variational Inequalities , 1981 .