Physical, mathematical, and numerical derivations of the Cahn-Hilliard equation

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초록

We review physical, mathematical, and numerical derivations of the binary Cahn-Hilliard equation (after John W. Cahn and John E. Hilliard). The phase separation is described by the equation whereby a binary mixture spontaneously separates into two domains rich in individual components. First, we describe the physical derivation from the basic thermodynamics. The free energy of the volume Omega of an isotropic system is given by N-V integral(Omega) [F(c) + 0.5 is an element of(2)vertical bar del c vertical bar(2)]dx, where N-V, c, F(c), is an element of, and del c represent the number of molecules per unit volume, composition, free energy per molecule of a homogenous system, gradient energy coefficient related to the interfacial energy, and composition gradient, respectively. We define the chemical potential as the variational derivative of the total energy, and its flux as the minus gradient of the potential. Using the usual continuity equation, we obtain the Cahn-Hilliard equation. Second, we outline the mathematical derivation of the Cahn-Hilliard equation. The approach originates from the free energy functional and its justification of the functional in the Hilbert space. After calculating the gradient, we obtain the Cahn-Hilliard equation as a gradient flow. Third, various aspects are introduced using numerical methods such as the finite difference, finite element, and spectral methods. We also provide a short MATLAB program code for the Cahn-Hilliard equation using a pseudospectral method. (C) 2013 Elsevier B.V. All rights reserved.

키워드

Chemical processes; Mathematical modeling; Numerical analysis; Phase change; Cahn-Hilliard; Pseudospectral method; ADAPTIVE MESH REFINEMENT; PHASE-FIELD MODELS; SPINODAL DECOMPOSITION; STATIONARY SOLUTIONS; TUMOR-GROWTH; CONVERGENCE; SEPARATION; MIXTURE; FLUIDS; FLOW
제목
Physical, mathematical, and numerical derivations of the Cahn-Hilliard equation
저자
Lee, Dongsun; Huh, Joo-Youl; Jeong, Darae; Shin, Jaemin; Yun, Ana; Kim, Junseok
DOI
10.1016/j.commatsci.2013.08.027
발행일
2014-01
유형
Article
저널명
Computational Materials Science
권
81
페이지
216 ~ 225