Abstract
In this paper, a second-order numerical scheme for the time-fractional phase field models is proposed. In this scheme, the fractional backward difference formula is used to approximate the time-fractional derivative and the extended scalar auxiliary variable method is used to deal with the nonlinear terms. The energy dissipation property for the numerical scheme is proved. Our discussion includes the time-fractional Allen–Cahn equation, the time-fractional Cahn–Hilliard equation, and the time-fractional molecular beam epitaxy model. In the numerical implementation, a fast method based on a globally uniform approximation of the trapezoidal rule for the integral on the real line is adopted to decrease the memory requirement and computational cost. Finally, some numerical examples are given to confirm the effectiveness of the proposed methods.
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References
Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system. I. Interfacial free energy. J. Chem. Phys. 28, 258–267 (1958)
Cahn, J.W., Hilliard, J.E.: Free energy of a non-uniform system, III: nucleation in a two-component incompressible fluid. J. Chem. Phys. 31, 688–699 (1959)
van der Waals, J.: Thermodynamische theorie der kapillarität unter voraussetzung stetiger dichteänderung. Z. Phys. Chem. 34, 694 (1894)
Anderson, D.M., McFadden, G.B., Wheeler, A.A.: Diffuse-interface methods in fluid mechanics. Annu. Rev. Fluid Mech. 30, 139–165 (1998)
Tariq, H., Akram, G.: New traveling wave exact and approximate solutions for the nonlinear Cahn-Allen equation: evolution of a nonconserved quantity. Nonlinear Dyn. 88, 581–594 (2017)
Elder, K.R., Katakowski, M., Haataja, M., Grant, M.: Modeling elasticity in crystal growth. Phys. Rev. Lett. 88, 245701 (2002)
Gyure, M., Ratsch, C., Merriman, B., Caflisch, R., Osher, S., Zinck, J., Vvedensky, D.: Level-set methods for the simulation of epitaxial phenomena. Phys. Rev. E 58, 6927–6930 (1998)
Qian, T., Wang, X.P., Sheng, P.: Molecular scale contact line hydrodynamics of immiscible flows. Phys. Rev. E 68, 016306 (2003)
Allen, S.M., Cahn, J.W.: A microscopic theory for antiphase boundary motion and its application to antiphase domain coarsening. Acta Metall. 27, 1085–1095 (1979)
Li, B., Liu, J.G.: Thin film epitaxy with or without slope selection. Eur. J. Appl. Math. 14, 713–743 (2003)
Du, Q., Liu, C., Wang, X.: A phase field approach in the numerical study of the elastic bending energy for vesicle membranes. J. Comput. Phys. 198, 450–468 (2004)
Li, X., Cristini, V., Nie, Q., Lowengrub, J.: Nonlinear three-dimensional simulation of solid tumor growth. Discrete Contin. Dyn. Syst. Ser. B 7, 581–604 (2007)
Karma, A., Rappel, W.J.: Phase-field method for computationally efficient modeling of solidification with arbitrary interface kinetics. Phys. Rev. E 53, R3017–R3020 (1996)
Beckermann, C., Diepers, H.J., Steinbach, I., Karma, A., Tong, X.: Modeling melt convection in phase-field simulations of solidification. J. Comput. Phys. 154, 468–496 (1999)
Steinbach, I., Apel, M.: Multi phase field model for solid state transformation with elastic strain. Phys. D 217, 153–160 (2006)
Chen, L.Q.: Phase-field models for microstructure evolution. Annu. Rev. Mater. Res. 32, 113–140 (2002)
Chen, L.Q., Yang, W.: Computer simulation of the domain dynamics of a quenched system with a large number of nonconserved order parameters: the grain-growth kinetics. Phys. Rev. B 50, 15752–15756 (1994)
Lusk, M.T.: A phase-field paradigm for grain growth and recrystallization. Proc. R. Soc., Math. Phys. Eng. Sci 455, 677–700 (1999)
Liu, H., Cheng, A., Wang, H., Zhao, J.: Time-fractional Allen–Cahn and Cahn–Hilliard phase-field models and their numerical investigation. Comput. Math. Appl. 76, 1876–1892 (2018)
Chen, L.Z., Zhang, J., Zhao, J., Cao, W.X., Wang, H., Zhang, J.W.: An accurate and efficient algorithm for the time-fractional molecular beam epitaxy model with slope selection. Commun. Comput. Phys. 245, 106842 (2019)
Tang, T., Yu, H.J., Zhou, T.: On energy dissipation theory and numerical stability for time-fractional phase field equations. SIAM J. Sci. Comput. 41, A3757–A3778 (2019)
Ji, B.Q., Liao, H.L., Gong, Y.Z., Zhang, L.M.: Adaptive second-order Crank–Nicolson time-stepping schemes for time fractional molecular beam epitaxial growth models. (2019). arXiv:1906.11737
Li, Z., Wang, H., Yang, D.: A space-time fractional phase-field model with tunable sharpness and decay behavior and its efficient numerical simulation. J. Comput. Phys. 347, 20–38 (2017)
Du, Q., Yang, J., Zhou, Z.: Time-fractional Allen–Cahn equations: analysis and numerical methods. (2019). arXiv:1906.06584
Hou, D.M., Zhu, H.Y., Xu, C.J.: Highly efficient and accurate schemes for time fractional Allen–Cahn equation by using extended SAV approach. (2019). arXiv:1910.09087
Alikhanov, A.A.: A new difference scheme for the time fractional diffusion equation. J. Comput. Phys. 280, 424–438 (2015)
Lubich, C.: Discretized fractional calculus. SIAM J. Math. Anal. 17, 704–719 (1986)
Yan, Y., Khan, M., Ford, N.J.: An analysis of the modified L1 scheme for time-fractional partial differential equations with nonsmooth data. SIAM J. Numer. Anal. 56, 210–227 (2018)
Zhao, J.H., Zheng, L.C., Zhang, X.X., Liu, F.W.: Convection heat and mass transfer of fractional MHD Maxwell fluid in a porous medium with Soret and Dufour effects. Int. J. Heat Mass Transf. 97, 760–766 (2016)
Feng, L.B., Liu, F.W., Turner, I., Zhuang, P.H.: Numerical methods and analysis for simulating the flow of a generalized Oldroyd-B fluid between two infinite parallel rigid plates. Int. J. Heat Mass Transf. 115, 1309–1320 (2017)
Li, J.R.: A fast time stepping method for evaluating fractional integrals. SIAM J. Sci. Comput. 31, 4696–4714 (2010)
López-Fernández, M., Lubich, C., Schädle, A.: Adaptive, fast, and oblivious convolution in evolution equations with memory. SIAM J. Sci. Comput. 30, 1015–1037 (2008)
Zeng, F., Turner, I., Burrage, K.: A stable fast time-stepping method for fractional integral and derivative operators. J. Sci. Comput. 77, 283–307 (2018)
Jiang, S., Zhang, J., Zhang, Q., Zhang, Z.: Fast evaluation of the Caputo fractional derivative and its applications to fractional diffusion equations. Commun. Comput. Phys. 21, 650–678 (2017)
Yan, Y., Sun, Z., Zhang, J.: Fast evaluation of the Caputo fractional derivative and its applications to fractional diffusion equations: A second-order scheme. Commun. Comput. Phys. 22, 1028–1048 (2017)
Baffet, D., Hesthaven, J.S.: High-order accurate adaptive kernel compression time-stepping schemes for fractional differential equations. J. Sci. Comput. 72, 1169–1195 (2017)
Guo, L., Zeng, F., Turner, I., Burrage, K., Karniadakis, G.E.: Efficient multistep methods for tempered fractional calculus: algorithms and simulations. SIAM J. Sci. Comput. 41, A2510–A2535 (2019)
Shen, J., Xu, J., Yang, J.: The scalar auxiliary variable (SAV) approach for gradient flows. J. Comput. Phys. 353, 407–416 (2018)
Yin, B.L., Liu, Y., Li, H.: A class of shifted high-order numerical methods for the fractional mobile/immobile transport equations. Appl. Math. Comput. 368, 124799 (2019)
McLean, W.: Exponential sum approximations for \(t^{-\beta }\). In: Dick, J., Kuo, F., Woźniakowski, H. (eds.) Contemporary Computational Mathematics-A Celebration of the 80th Birthday of Ian Sloan. Springer, Cham (2018)
Acknowledgements
We would like to express our gratitude to the Editor for taking time to handle the manuscript. This work has been supported by the National Natural Science Foundation of China (Grants Nos. 11771254, 11672163), Major Basic Research Projects of Natural Science Foundation of Shandong Province (Grants No. ZR2019ZD42), and Natural Postdoctoral Innovative Talents Support Program (Grant No. BX20190191).
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Zhang, H., Jiang, X. A high-efficiency second-order numerical scheme for time-fractional phase field models by using extended SAV method . Nonlinear Dyn 102, 589–603 (2020). https://doi.org/10.1007/s11071-020-05943-6
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DOI: https://doi.org/10.1007/s11071-020-05943-6