Two kinds of Cahn–Hilliard equations with dynamical boundary conditions have been proposed by Goldstein–Miranville–Schimperna and Liu–Wu, respectively. These models have characteristic conservation and dissipation laws. From the perspective of numerical computation, the properties often lead us to stable computation. Hence, if the designed schemes retain the properties in a discrete sense, then the schemes are expected to be stable. In this paper, we propose structure-preserving schemes for the two-dimensional setting of both models that retain the conservation and dissipation laws in a discrete sense. Also, we discuss the solvability of the proposed scheme for the model of Goldstein–Miranville–Schimperna. Moreover, computation examples demonstrate the effectiveness of our proposed schemes. Especially through computation examples, we confirm that numerical solutions can be stably obtained by our proposed schemes.
| Citation: |
| [1] |
R. Altmann and C. Zimme, Dissipation-preserving discretization of the Cahn–Hilliard equation with dynamic boundary conditions, Appl. Numer. Math., 190 (2023), 254-269.
doi: 10.1016/j.apnum.2023.04.012.
|
| [2] |
X. Bao and H. Zhang, Numerical approximations and error analysis of the Cahn–Hilliard equation with dynamic boundary conditions, Commun. Math. Sci., 19 (2021), 663-685.
doi: 10.4310/CMS.2021.v19.n3.a5.
|
| [3] |
X. Bao and H. Zhang, Numerical approximations and error analysis of the Cahn–Hilliard equation with reaction rate dependent dynamic boundary conditions, J. Sci. Comput., 87 (2021), Paper No. 72, 32 pp.
doi: 10.1007/s10915-021-01475-2.
|
| [4] |
J. W. Cahn and J. E. Hilliard, Free energy of a nonuniform system. Ⅰ. Interfacial free energy, J. Chem. Phys., 28 (1958), 258-267.
|
| [5] |
W. Chen, C. Wang, X. Wang and S. M. Wise, Positivity-preserving, energy stable numerical schemes for the Cahn–Hilliard equation with logarithmic potential, J. Comput. Phys.: X, 3 (2019), 100031, 29 pp.
doi: 10.1016/j.jcpx.2019.100031.
|
| [6] |
W. Chen, X. Wang, Y. Yan and Z. Zhang, A second order BDF numerical scheme with variable steps for the Cahn–Hilliard equation, SIAM J. Numer. Anal., 57 (2019), 495-525.
doi: 10.1137/18M1206084.
|
| [7] |
L. Cherfils and M. Petcu, A numerical analysis of the Cahn–Hilliard equation with non-permeable walls, Numer. Math., 128 (2014), 517-549.
doi: 10.1007/s00211-014-0618-0.
|
| [8] |
L. Cherfils, M. Petcu and M. Pierre, A numerical analysis of the Cahn–Hilliard equation with dynamic boundary conditions, Discrete Contin. Dyn. Syst., 27 (2010), 1511-1533.
doi: 10.3934/dcds.2010.27.1511.
|
| [9] |
P. Colli and T. Fukao, Equation and dynamic boundary condition of Cahn–Hilliard type with singular potentials, Nonlinear Anal., 127 (2015), 413-433.
doi: 10.1016/j.na.2015.07.011.
|
| [10] |
P. Colli, T. Fukao and L. Scarpa, The Cahn–Hilliard equation with forward-backward dynamic boundary condition via vanishing viscosity, SIAM J. Math. Anal., 54 (2022), 3292-3315.
doi: 10.1137/21M142441X.
|
| [11] |
P. Colli, T. Fukao and L. Scarpa, A Cahn–Hilliard system with forward-backward dynamic boundary condition and non-smooth potentials, J. Evol. Equ., 22 (2022), Article number: 89, 31 pp.
doi: 10.1007/s00028-022-00847-x.
|
| [12] |
P. Colli, T. Fukao and H. Wu, On a transmission problem for equation and dynamic boundary condition of Cahn–Hilliard type with nonsmooth potentials, Math. Nachr., 293 (2020), 2051-2081.
doi: 10.1002/mana.201900361.
|
| [13] |
P. Colli, G. Gilardi and J. Sprekels, Asymptotic analysis of a tumor growth model with fractional operators, Asymptot. Anal., 120 (2020), 41-72.
doi: 10.3233/asy-191578.
|
| [14] |
J. W. Demmel, Applied Numerical Linear Algebra, SIAM, Philadelphia, 1997.
doi: 10.1137/1.9781611971446.
|
| [15] |
Q. Du and R. A. Nicolaides, Numerical analysis of a continuum model of phase transition, SIAM J. Numer. Anal., 28 (1991), 1310-1322.
doi: 10.1137/0728069.
|
| [16] |
C. M. Elliott, The Cahn–Hilliard model for the kinetics of phase separation, in Mathematical Models for Phase Change Problems (ed. J. F. Rodrigues), International Series of Numerical Mathematics, 88, Birkhäuser, 1989, 35-73.
|
| [17] |
T. Fukao and H. Wu, Separation property and convergence to equilibrium for the equation and dynamic boundary condition of Cahn–Hilliard type with singular potential, Asymptotic Anal., 124 (2021), 303-341.
doi: 10.3233/asy-201646.
|
| [18] |
T. Fukao, S. Yoshikawa and S. Wada, Structure-preserving finite difference schemes for the Cahn–Hilliard equation with dynamic boundary conditions in the one-dimensional case, Commun. Pure Appl. Anal., 16 (2017), 1915-1938.
doi: 10.3934/cpaa.2017093.
|
| [19] |
D. Furihata and T. Matsuo, Discrete Variational Derivative Method: A Structure-Preserving Numerical Method for Partial Differential Equations, Chapman & Hall/CRC Numerical Analysis and Scientific Computing, CRC Press, Boca Raton, FL, 2011.
|
| [20] |
C. Gal, A Cahn–Hilliard model in bounded domains with permeable walls, Math. Methods Appl. Sci., 29 (2006), 2009-2036.
doi: 10.1002/mma.757.
|
| [21] |
H. Garcke and P. Knopf, Weak solutions of the Cahn–Hilliard system with dynamic boundary conditions: A gradient flow approach, SIAM J. Math. Anal., 52 (2020), 340-369.
doi: 10.1137/19M1258840.
|
| [22] |
G. R. Goldstein, A. Miranville and G. Schimperna, A Cahn–Hilliard model in a domain with non-permeable walls, Physica D, 240 (2011), 754-766.
doi: 10.1016/j.physd.2010.12.007.
|
| [23] |
H. Israel, A. Miranville and M. Petcu, Numerical analysis of a Cahn–Hilliard type equation with dynamic boundary conditions, Ricerche Mat., 64 (2015), 25-50.
doi: 10.1007/s11587-014-0187-7.
|
| [24] |
P. Knopf, K. F. Lam, C. Liu and S. Metzger, Phase-field dynamics with transfer of materials: The Cahn–Hilliard equation with reaction rate dependent dynamic boundary conditions, ESAIM Math. Model. Numer. Anal., 55 (2021), 229-282.
doi: 10.1051/m2an/2020090.
|
| [25] |
C. Liu and H. Wu, An energetic variational approach for the Cahn–Hilliard equation with dynamic boundary condition: Model derivation and mathematical analysis, Arch. Rational Mech. Anal., 233 (2019), 167-247.
doi: 10.1007/s00205-019-01356-x.
|
| [26] |
X. Meng, X. Bao and Z. Zhang, Second order stabilized semi-implicit scheme for the Cahn–Hilliard model with dynamic boundary conditions, J. Comput. Appl. Math., 428 (2023), 115145, 22 pp.
doi: 10.1016/j.cam.2023.115145.
|
| [27] |
S. Metzger, An efficient and convergent finite element scheme for Cahn–Hilliard equations with dynamic boundary conditions, SIAM J. Numer. Anal., 59 (2021), 219-248.
doi: 10.1137/19M1280740.
|
| [28] |
S. Metzger, A convergent SAV scheme for Cahn–Hilliard equations with dynamic boundary conditions, IMA J. Numer. Anal., (2023), drac078, 35 pp.
doi: 10.1093/imanum/drac078.
|
| [29] |
A. Miranville and H. Wu, Long-time behavior of the Cahn–Hilliard equation with dynamic boundary condition, J. Elliptic Parabol. Equ., 6 (2020), 283-309.
doi: 10.1007/s41808-020-00072-y.
|
| [30] |
F. Nabet, Convergence of a finite-volume scheme for the Cahn–Hilliard equation with dynamic boundary conditions, IMA J. Numer. Anal., 36 (2016), 1898-1942.
doi: 10.1093/imanum/drv057.
|
| [31] |
F. Nabet, An error estimate for a finite-volume scheme for the Cahn–Hilliard equation with dynamic boundary conditions, Numer. Math., 149 (2021), 185-226.
doi: 10.1007/s00211-021-01230-7.
|
| [32] |
M. Okumura and T. Fukao, A new structure-preserving scheme with the staggered space mesh for the Cahn–Hilliard equation under a dynamic boundary condition, Adv. Math. Sci. Appl., 30 (2021), 347-376.
|
| [33] |
M. Okumura, T. Fukao, D. Furihata and S. Yoshikawa, A second-order accurate structure-preserving scheme for the Cahn–Hilliard equation with a dynamic boundary condition, Commun. Pure Appl. Anal., 21 (2022), 355-392.
doi: 10.3934/cpaa.2021181.
|
| [34] |
M. Oozawa, T. Sogabe, Y. Miyatake and S.-L. Zhang, On a relationship between the T-congruence Sylvester equation and the Lyapunov equation, J. Comput. Appl. Math., 329 (2018), 51-56.
doi: 10.1016/j.cam.2017.05.044.
|
| [35] |
A. Umeda, Y. Wakasugi and S. Yoshikawa, Energy-conserving finite difference schemes for nonlinear wave equations with dynamic boundary conditions, Appl. Numer. Math., 171 (2022), 1-22.
doi: 10.1016/j.apnum.2021.08.009.
|
| [36] |
Y. Yan, W. Chen, C. Wang and S. M. Wise, A second-order energy stable BDF numerical scheme for the Cahn–Hilliard equation, Commun. Comput. Phys., 23 (2018), 572-602.
doi: 10.4208/cicp.oa-2016-0197.
|
| [37] |
K. Yano and S. Yoshikawa, Structure-preserving finite difference schemes for a semilinear thermoelastic system with second order time derivative, Jpn. J. Ind. Appl. Math., 35 (2018), 1213-1244.
doi: 10.1007/s13160-018-0332-x.
|
| [38] |
S. Yoshikawa, An error estimate for structure-preserving finite difference scheme for the Falk model system of shape memory alloys, IMA J. Numer. Anal., 37 (2017), 477-504.
doi: 10.1093/imanum/drv072.
|
| [39] |
S. Yoshikawa, Energy method for structure-preserving finite difference schemes and some properties of difference quotient, J. Comput. Appl. Math., 311 (2017), 394-413.
doi: 10.1016/j.cam.2016.08.008.
|
| [40] |
S. Yoshikawa, Remarks on energy methods for structure-preserving finite difference schemes – Small data global existence and unconditional error estimate, Appl. Math. Comput., 341 (2019), 80-92.
doi: 10.1016/j.amc.2018.08.030.
|
| [41] |
H. Zhang and F. Ding, On the Kronecker products and their applications, J. Appl. Math., 2013 (2013), ArticleID 296185, 8 pp.
doi: 10.1155/2013/296185.
|
The initial data
Numerical solutions to Scheme 1 for the (GMS) model at time
Numerical solutions to Scheme 2 for the (LW) model at time
Time development of
Time development of
Time development of
Time development of
Time development of
Time development of