Lattice Boltzmann method for fractional Cahn-Hilliard equation

Abstract Fractional phase field models have been reported to suitably describe the anomalous two-phase transport in heterogeneous porous media, evolution of structural damage, and image inpainting process. It is commonly different to derive their analytical solutions, and the numerical solution to these fractional models is an attractive work. As one of the popular fractional phase-field models, in this paper we propose a fresh lattice Boltzmann (LB) method for the fractional Cahn-Hilliard equation. To this end, we first transform the fractional Cahn-Hilliard equation into the standard one based on the Caputo derivative. Then the modified equilibrium distribution function and proper source term are incorporated into the LB method in order to recover the targeting equation. Several numerical experiments, including the circular disk, quadrate interface, droplet coalescence and spinodal decomposition, are carried out to validate the present LB method. It is shown that the numerical results at different fractional orders agree well with the analytical solution or some available results. Besides, it is found that increasing the fractional order promotes a faster evolution of phase interface in accordance with its physical definition, and also the system energy predicted by the present LB method conforms to the energy dissipation law.

[1]  Zhenhua Chai,et al.  A brief review of the phase-field-based lattice Boltzmann method for multiphase flows , 2019, Capillarity.

[2]  G. Karniadakis,et al.  A fractional phase-field model for two-phase flows with tunable sharpness: Algorithms and simulations , 2016 .

[3]  Qiang Du,et al.  Time-Fractional Allen–Cahn Equations: Analysis and Numerical Methods , 2019, Journal of Scientific Computing.

[4]  R. Kapral,et al.  Chemically Propelled Motors Navigate Chemical Patterns , 2018, Advanced science.

[5]  Zhenhua Chai,et al.  Lattice Boltzmann model for time sub-diffusion equation in Caputo sense , 2019, Appl. Math. Comput..

[6]  Yong Zhang,et al.  Lattice-Boltzmann Simulation of Two-Dimensional Super-Diffusion , 2012 .

[7]  D. Jacqmin Regular Article: Calculation of Two-Phase Navier–Stokes Flows Using Phase-Field Modeling , 1999 .

[8]  Jie Shen,et al.  A Phase-Field Model and Its Numerical Approximation for Two-Phase Incompressible Flows with Different Densities and Viscosities , 2010, SIAM J. Sci. Comput..

[9]  Yang Li,et al.  Axisymmetric lattice Boltzmann model for multiphase flows with large density ratio , 2018, International Journal of Heat and Mass Transfer.

[10]  D. Benson,et al.  Application of a fractional advection‐dispersion equation , 2000 .

[11]  Guangwu Yan,et al.  Lattice Boltzmann method for the fractional sub‐diffusion equation , 2015 .

[12]  S. He,et al.  Phase-field-based lattice Boltzmann model for incompressible binary fluid systems with density and viscosity contrasts. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[13]  Zhenhua Chai,et al.  Lattice Boltzmann modeling of wall-bounded ternary fluid flows , 2017, Applied Mathematical Modelling.

[14]  Tao Zhou,et al.  On Energy Dissipation Theory and Numerical Stability for Time-Fractional Phase-Field Equations , 2018, SIAM J. Sci. Comput..

[15]  Jiang-Xing Chen,et al.  Separation of nanoparticles via surfing on chemical wavefronts. , 2020, Nanoscale.

[16]  Xiaoxian Zhang,et al.  A Lattice Boltzmann model for 2D fractional advection-dispersion equation: Theory and application , 2018, Journal of Hydrology.

[17]  D. Benson,et al.  Fractional calculus in hydrologic modeling: A numerical perspective. , 2013, Advances in water resources.

[18]  Hong Wang,et al.  A space-time fractional phase-field model with tunable sharpness and decay behavior and its efficient numerical simulation , 2017, J. Comput. Phys..

[19]  Rui Du,et al.  A lattice Boltzmann model for the fractional advection-diffusion equation coupled with incompressible Navier-Stokes equation , 2020, Appl. Math. Lett..

[20]  P M Haygarth,et al.  Lattice Boltzmann method for the fractional advection-diffusion equation. , 2016, Physical review. E.

[21]  Martin Stoll,et al.  A Fractional Inpainting Model Based on the Vector-Valued Cahn-Hilliard Equation , 2015, SIAM J. Imaging Sci..

[22]  Chunfeng Zhou,et al.  Phase-field simulations of interfacial dynamics in viscoelastic fluids using finite elements with adaptive meshing , 2006, J. Comput. Phys..

[23]  Samuel M. Allen,et al.  Mechanisms of phase transformations within the miscibility gap of Fe-rich Fe-Al alloys , 1976 .

[24]  Zhaoli Guo,et al.  High-order lattice-Boltzmann model for the Cahn-Hilliard equation. , 2018, Physical review. E.

[25]  Hong Wang,et al.  On power law scaling dynamics for time-fractional phase field models during coarsening , 2018, Commun. Nonlinear Sci. Numer. Simul..

[26]  Marie-Christine Néel,et al.  Multiple-Relaxation-Time Lattice Boltzmann scheme for fractional advection-diffusion equation , 2019, Comput. Phys. Commun..

[27]  C. Shu,et al.  Lattice Boltzmann Method and Its Applications in Engineering , 2013 .

[28]  C. W. Hirt,et al.  Volume of fluid (VOF) method for the dynamics of free boundaries , 1981 .

[29]  Z. Chai,et al.  Lattice Boltzmann modeling of three-phase incompressible flows. , 2016, Physical review. E.

[30]  Abbas Fakhari,et al.  Phase-field modeling by the method of lattice Boltzmann equations. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[31]  Song Zheng,et al.  Lattice Boltzmann equation method for the Cahn-Hilliard equation. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  Junseok Kim,et al.  Phase field computations for ternary fluid flows , 2007 .

[33]  R. Juanes,et al.  Macroscopic phase-field model of partial wetting: bubbles in a capillary tube. , 2011, Physical review letters.

[34]  Zhenhua Chai,et al.  A novel lattice Boltzmann model for the Poisson equation , 2008 .

[35]  Z. Chai,et al.  Phase-field-based multiple-relaxation-time lattice Boltzmann model for incompressible multiphase flows. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[36]  D. Juric,et al.  A front-tracking method for the computations of multiphase flow , 2001 .

[37]  C. Shu,et al.  Lattice Boltzmann interface capturing method for incompressible flows. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[38]  Hong Wang,et al.  Time-fractional Allen-Cahn and Cahn-Hilliard phase-field models and their numerical investigation , 2018, Comput. Math. Appl..

[39]  Erlend Magnus Viggen,et al.  The Lattice Boltzmann Method: Principles and Practice , 2016 .

[40]  H. Liang,et al.  An efficient phase-field-based multiple-relaxation-time lattice Boltzmann model for three-dimensional multiphase flows , 2017, Comput. Math. Appl..

[41]  O. Iyiola,et al.  Iterative methods for solving fourth‐ and sixth‐order time‐fractional Cahn‐Hillard equation , 2019, Mathematical Methods in the Applied Sciences.

[42]  S. Osher,et al.  A level set approach for computing solutions to incompressible two-phase flow , 1994 .

[43]  Y. Qian,et al.  A bounce back-immersed boundary-lattice Boltzmann model for curved boundary , 2020 .

[44]  Zhenhua Chai,et al.  A Lattice Boltzmann Model for Two-Phase Flow in Porous Media , 2018, SIAM J. Sci. Comput..

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

[46]  Hong Liang,et al.  Finite-difference lattice Boltzmann model for nonlinear convection-diffusion equations , 2017, Appl. Math. Comput..

[47]  Baowen Li,et al.  Anomalous heat diffusion. , 2011, Physical review letters.