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Fast algorithm for viscous Cahn-Hilliard equation |
Danxia WANG(), Yaqian LI, Xingxing WANG, Hongen JIA |
College of Mathematics, Taiyuan University of Technology, Taiyuan 030024, China |
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Abstract The main purpose of this paper is to solve the viscous Cahn-Hilliard equation via a fast algorithm based on the two time-mesh (TT-M) finite element (FE) method to ease the problem caused by strong nonlinearities. The TT-M FE algorithm includes the following main computing steps. First, a nonlinear FE method is applied on a coarse time-mesh τc. Here, the FE method is used for spatial discretization and the implicit second-order θ scheme (containing both implicit Crank-Nicolson and second-order backward difference) is used for temporal discretization. Second, based on the chosen initial iterative value, a linearized FE system on time fine mesh is solved, where some useful coarse numerical solutions are found by Lagrange’s interpolation formula. The analysis for both stability and a priori error estimates is made in detail. Numerical examples are given to demonstrate the validity of the proposed algorithm. Our algorithm is compared with the traditional Galerkin FE method and it is evident that our fast algorithm can save computational time.
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Keywords
Fast algorithm
two time-mesh (TT-M) finite element (FE) method
viscous Cahn-Hilliard equation
stability
CPU time
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Corresponding Author(s):
Danxia WANG
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Issue Date: 19 December 2022
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1 |
B Ayuso , B García-Archilla , J Novo . The postprocessed mixed finite element method for the Navier-Stokes equations. SIAM J Numer Anal, 2005, 43 (3): 1091- 1111
https://doi.org/10.1137/040602821
|
2 |
A L Bertozzi , S Esedoglu , A Gillette . Inpainting of binary images using the Cahn-Hilliard equation. IEEE Trans Image Process, 2006, 16 (1): 285- 291
https://doi.org/10.1109/TIP.2006.887728
|
3 |
J W Cahn . Free energy of a nonuniform system II: Thermodynamic basis. J Chem Phys, 1959, 30 (5): 1121- 1124
https://doi.org/10.1063/1.1730145
|
4 |
J W Cahn , J E Hilliard . Free energy of a nonuniform system I: Interfacial free energy. J Chem Phys, 1958, 28 (2): 258- 267
https://doi.org/10.1063/1.1744102
|
5 |
J W Cahn , J E Hilliard . Free energy of a nonuniform system III: Nucleation in a two component incompressible fluid. J Chem Phys, 1959, 31 (3): 688- 699
https://doi.org/10.1063/1.1730447
|
6 |
D Carolan , H M Chong , A Ivankovic , A J Kinloch , A C Taylor . Co-continuous polymer systems: A numerical investigation. Comp Mater Sci, 2015, 98: 24- 33
https://doi.org/10.1016/j.commatsci.2014.10.039
|
7 |
C J Chen , K Li , Y P Chen , Y Q Huang . Two-grid finite element methods combined with Crank-Nicolson scheme for nonlinear Sobolev equations. Adv Comput Math, 2019, 45: 611- 630
https://doi.org/10.1007/s10444-018-9628-2
|
8 |
R Choksi , M A Peletier , J F Williams . On the phase diagram for microphase separation of diblock copolymers: an approach via a nonlocal Cahn-Hilliard functional. SIAM J Appl Math, 2009, 69 (6): 1712- 1738
https://doi.org/10.1137/080728809
|
9 |
C M Elliott , A M Stuart . Viscous Cahn-Hilliard equation II. Analysis. J Differential Equations, 1996, 128 (2): 387- 414
https://doi.org/10.1006/jdeq.1996.0101
|
10 |
P Galenko . Phase-field models with relaxation of the diffusion flux in nonequilibrium solidification of a binary system. Phys Lett A, 2001, 287 (3-4): 190- 197
https://doi.org/10.1016/S0375-9601(01)00489-3
|
11 |
P Galenko , D Jou . Diffuse-interface model for rapid phase transformations in nonequilibrium systems.. Phys Rev E, 2005, 71 (4 Pt 2): 046125
https://doi.org/10.1103/PhysRevE.71.046125
|
12 |
P Galenko , D Jou . Kinetic contribution to the fast spinodal decomposition controlled by diffusion. Phys A, 2009, 388 (15-16): 3113- 3123
https://doi.org/10.1016/j.physa.2009.04.003
|
13 |
P Galenko , V Lebedev . Analysis of the dispersion relation in spinodal decomposition of a binary system. Phil Mag Lett, 2007, 87 (11): 821- 827
https://doi.org/10.1080/09500830701395127
|
14 |
P Galenko , V Lebedev . Local nonequilibrium effect on spinodal decomposition in a binary system. Int J Thermophys, 2008, 11 (1): 21- 28
https://doi.org/10.5541/ijot.1034000208
|
15 |
P Galenko , V Lebedev . Non-equilibrium effects in spinodal decomposition of a binary system. Phys Lett A, 2008, 372 (7): 985- 989
https://doi.org/10.1016/j.physleta.2007.08.070
|
16 |
G H Gao , H W Sun , Z Z Sun . Stability and convergence of finite difference schemes for a class of time-fractional sub-diffusion equations based on certain superconvergence. J Comput Phys, 2015, 280: 510- 528
https://doi.org/10.1016/j.jcp.2014.09.033
|
17 |
Y N He , Y X Liu , T Tang . On large time-stepping methods for the Cahn-Hilliard equation. Appl Numer Math, 2007, 57(5-7): 616- 628
https://doi.org/10.1016/j.apnum.2006.07.026
|
18 |
F Hecht , O Pironneau , K Ohtsuka . FreeFEM++. 2010,
|
19 |
M Heida . On the derivation of thermodynamically consistent boundary conditions for the Cahn-Hilliard-Navier-Stokes system. Internat J Engrg Sci, 2013, 62 (1): 126- 156
https://doi.org/10.1016/j.ijengsci.2012.09.005
|
20 |
L L Ju , J Zhang , Q Du . Fast and accurate algorithms for simulating coarsening dynamics of Cahn-Hilliard equations. Comput Mater Sci, 2015: 272- 282
https://doi.org/10.1016/j.commatsci.2015.04.046
|
21 |
M B Kania . Upper semicontinuity of global attractors for the perturbed viscous CahnHilliard equations. Topol Methods Nonlinear Anal, 2008, 32 (2): 327- 345
|
22 |
W Layton , L Tobiska . A two-level method with backtracking for the Navier-Stokes equations. SIAM J Numer Anal, 1998, 35 (5): 2035- 2054
https://doi.org/10.1137/S003614299630230X
|
23 |
N Lecoq , H Zapolsky , P Galenko . Evolution of the structure factor in a hyperbolic model of spinodal decomposition. Eur Phys J Spec Top, 2009, 177 (1): 165- 175
https://doi.org/10.1140/epjst/e2009-01173-8
|
24 |
Y B Li , J I Choi , J Kim . A phase-field fluid modeling and computation with interfacial profile correction term.. Commun Nonlinear Sci Numer Simul, 2016, 30 (1-3): 84- 100
https://doi.org/10.1016/j.cnsns.2015.06.012
|
25 |
Y B Li , J I Choi , J Kim . Multi-component Cahn-Hilliard system with different boundary conditions in complex domains. J Comput Phys, 2016, 323: 1- 16
https://doi.org/10.1016/j.jcp.2016.07.017
|
26 |
Y B Li , J Shin , Y Choi , J Kim . Three-dimensional volume reconstruction from slice data using phase-field models. Comput Vis Image Underst, 2015, 137: 115- 124
https://doi.org/10.1016/j.cviu.2015.02.001
|
27 |
Q F Liu , Y R Hou , Z H Wang , J K Zhao . Two-level methods for the Cahn-Hilliard equation. Math Comput Simulation, 2016, 126 (8): 89- 103
https://doi.org/10.1016/j.matcom.2016.03.004
|
28 |
Y Liu , Y W Du , H Li , F W Liu , Y J Wang . Some second-order θ schemes combined with finite element method for nonlinear fractional cable equation. Numer Algorithms, 2019, 80 (2): 533- 555
https://doi.org/10.1007/s11075-018-0496-0
|
29 |
Y Liu , Z D Yu , H Li , F W Liu , J F Wang . Time two-mesh algorithm combined with finite element method for time fractional water wave model. Int J Heat Mass Tran, 2018, 120 (5): 1132- 1145
https://doi.org/10.1016/j.ijheatmasstransfer.2017.12.118
|
30 |
M Marion , J C Xu . Error estimates on a new nonlinear Galerkin method based on two-grid finite elements. SIAM J Numer Anal, 1995, 32 (4): 1170- 1184
https://doi.org/10.1137/0732054
|
31 |
A Novick-Cohen . On the viscous Cahn-Hilliard equation. In: Ball J M, ed. Material Instabilities in Continuum Mechanics and Related Mathematical Problems. Oxford: Oxford Univ Press, 1988 329- 342
|
32 |
R Scala , G Schimperna . On the viscous Cahn-Hilliard equation with singular potential and inertial term. AIMS Math, 2016, 1 (1): 64- 76
https://doi.org/10.3934/Math.2016.1.64
|
33 |
Y Q Shang . A two-level subgrid stabilized Oseen iterative method for the steady Navier-Stokes equations. J Comput Phys, 2013, 233 (1): 210- 226
https://doi.org/10.1016/j.jcp.2012.08.024
|
34 |
J Shen , X F Yang . Numerical approximations of Allen-Cahn and Cahn-Hilliard equations. Discrete Contin Dyn Syst, 2010, 28 (4): 1669- 1691
https://doi.org/10.3934/dcds.2010.28.1669
|
35 |
D X Wang , Q Q Du , J W Zhang , H E Jia . A fast time two-mesh algorithm for Allen-Cahn equation. Bull Malays Math Sci Soc, 2019, 43 (3): 1- 25
https://doi.org/10.1007/s40840-019-00810-z
|
36 |
L Wang , H J Yu . Convergence analysis of an unconditionally energy stable linear Crank-Nicolson scheme for the Cahn-Hilliard equation. 2018, 51 (1): 89- 114
https://doi.org/10.1016/j.apnum.2018.10.013
|
37 |
Y J Wang , Y Liu , H Li , J F Wang . Finite element method combined with second-order time discrete scheme for nonlinear fractional cable equation. Eur Phys J Plus, 2016, 131 (3): 1- 16
https://doi.org/10.1140/epjp/i2016-16061-3
|
38 |
S M Wise , J S Lowengrub , H B Frieboes , V Cristini . Three-dimensional multispecies nonlinear tumor growth—I: model and numerical method. J Theoret Biol, 2008, 253 (3): 524- 543
https://doi.org/10.1016/j.jtbi.2008.03.027
|
39 |
J C Xu . Two-grid discretization technique for linear and nonlinear PDEs. SIAM J Numer Anal, 1996, 33 (5): 1759- 1777
https://doi.org/10.1137/S0036142992232949
|
40 |
X F Yang , J Zhao , X M He . Linear, second order and unconditionally energy stable schemes for the viscous Cahn-Hilliard equation with hyperbolic relaxation using the invariant energy quadratization method. J Comput Appl Math, 2018, 343: 80- 97
https://doi.org/10.1016/j.cam.2018.04.027
|
41 |
B L Yin , Y Liu , H Li , S He . Fast algorithm based on TT-M FE system for space fractional Allen-Cahn equations with smooth and non-smooth solutions. J Comput Phys, 2019, 379: 351- 372
https://doi.org/10.1016/j.jcp.2018.12.004
|
42 |
M A Zaeem , H E Kadiri , M F Horstemeyer , M Khafizov , Z Utegulov . Effects of internal stresses and intermediate phases on the coarsening of coherent precipitates: A phase-field study. Curr Appl Phys, 2012, 12 (2): 570- 580
https://doi.org/10.1016/j.cap.2011.09.004
|
43 |
Z R Zhang , Z H Qiao . An adaptive time-stepping strategy for the Cahn-Hilliard equation. Commun Comput Phys, 2012, 11 (4): 1261- 1278
https://doi.org/10.4208/cicp.300810.140411s
|
44 |
S Zheng , A Milani . Global attractors for singular perturbations of the Cahn-Hilliard equations. J Differential Equations, 2005, 209 (1): 101- 139
https://doi.org/10.1016/j.jde.2004.08.026
|
45 |
S W Zhou , M Y Wang . Multimaterial structural topology optimization with a generalized Cahn-Hilliard model of multiphase transition. Struct Multidiscip Optim, 2007, 33 (2): 89- 111
|
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