Abstract
In this paper, a numerical method is proposed for solving the space fractional Allen–Cahn equation with logarithmic Flory–Huggins potential. Due to the strong nonlinearity of potential function and singularity of logarithmic term, how to constructed an effective scheme that preserves both the unconditional discrete maximum principle and unconditional original energy stability is a great challenge for this problem. To overcome these difficulties, the stabilized method is applied to construct a structure-preserving scheme, where the weighted and shifted Grünwald difference formula is used to approximate the Riesz fractional derivative. The advantages of this method are that the nonlinear logarithmic term is explicitly treated, the proposed scheme is linear and easy to implement and it preserves the unconditional original energy stability. Then, for any time step, the unique solvability of scheme, discrete maximum principle preserving and original energy stability are all rigorously proved. Moreover, the detailed error estimate in maximum norm is given. In addition, adaptive time-stepping algorithm is used to improve computational efficiency in long time simulations. In numerical experiments, the effects of fractional order \(\alpha \) on the phase change process are also studied. The numerical results verify the effectiveness of the proposed algorithms and the correctness of the theoretical analysis.








Similar content being viewed by others
Data Availability
All data generated or analysed during this study are included in this article.
References
Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system. I. Interfacial free energy. J. Chem. Phys. 28(2), 258–267 (1958)
Xu, C., Prince, J.L.: Snakes, shapes, and gradient vector flow. IEEE Trans. Image Process. 7(3), 359–369 (1998)
Liu, C., Shen, J.: A phase field model for the mixture of two incompressible fluids and its approximation by a Fourier-spectral method. Phys. D 179(3–4), 211–228 (2003)
Anderson, D.M., McFadden, G.B., Wheeler, A.A.: Diffuse-interface methods in fluid mechanics. Annu. Rev. Fluid Mech. 30(1), 139–165 (1998)
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(2), 450–468 (2004)
Evans, L.C., Soner, H.M., Souganidis, P.E.: Phase transitions and generalized motion by mean curvature. Commun. Pure Appl. Math. 45(9), 1097–1123 (1992)
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)
Hou, D., Ju, L., Qiao, Z.: A linear second-order maximum bound principle-preserving BDF scheme for the Allen-Cahn equation with a general mobility. Math. Comput. 92(344), 2515–2542 (2023)
Yang, X., Zhang, G.: Convergence analysis for the invariant energy quadratization (IEQ) schemes for solving the Cahn-Hilliard and Allen-Cahn equations with general nonlinear potential. J. Sci. Comput. 82, 1–28 (2020)
Geng, Y., Teng, Y., Wang, Z., et al.: A deep learning method for the dynamics of classic and conservative Allen-Cahn equations based on fully-discrete operators. J. Comput. Phy. 496, 112589 (2024)
Li, J., Ju, L., Cai, Y., et al.: Unconditionally maximum bound principle preserving linear schemes for the conservative Allen-Cahn equation with nonlocal constraint. J. Sci. Comput. 87, 1–32 (2021)
Shen, J., Tang, T., Yang, J.: On the maximum principle preserving schemes for the generalized Allen-Cahn equation. Commun. Math. Sci. 14(6), 1517–1534 (2016)
Zhang, B., Bu, W., Xiao, A.: Efficient difference method for time-space fractional diffusion equation with Robin fractional derivative boundary condition. Numer. Algorithms 88, 1965–1988 (2021)
Tian, W., Zhou, H., Deng, W.: A class of second order difference approximations for solving space fractional diffusion equations. Math. Comput. 84(294), 1703–1727 (2015)
Yang, Y., Chen, Y., Huang, Y., et al.: Spectral collocation method for the time-fractional diffusion-wave equation and convergence analysis. Comput. Math. Appl. 73(6), 1218–1232 (2017)
Yang, Y., Wang, J., Chen, Y., et al.: Compatible \(L^2\) norm convergence of variable-step L1 scheme for the time-fractional MBE model with slope selection. J. Comput. Phy. 467, 111467 (2022)
Liao, H., Tang, T., Zhou, T.: An energy stable and maximum bound preserving scheme with variable time steps for time fractional Allen-Cahn equation. SIAM J. Sci. Comput. 43(5), A3503–A3526 (2021)
Huang, C., Stynes, M.: A sharp \(\alpha \)-robust \(L^\infty (H^1)\) error bound for a time-fractional Allen-Cahn problem discretised by the Alikhanov \(L2-1_\sigma \) scheme and a standard FEM. J. Sci. Comput. 91(2), 43 (2022)
Liao, H., Zhu, X., Sun, H.: Asymptotically compatible energy and dissipation law of the nonuniform \(L2-1_\sigma \) scheme for time fractional Allen-Cahn model. J. Sci. Comput. 99(2), 46 (2024)
Nec, Y., Nepomnyashchy, A., Golovin, A.: Front-type solutions of fractional Allen-Cahn equation. Physica D 237(24), 3237–3251 (2008)
Copetti, M.I.M., Elliott, C.M.: Numerical analysis of the Cahn-Hilliard equation with a logarithmic free energy. Numer. Math. 63, 39–65 (1992)
Cherfils, L., Miranville, A., Zelik, S.: The Cahn-Hilliard equation with logarithmic potentials. Milan J. Math. 79, 561–596 (2011)
Hou, T., Tang, T., Yang, J.: Numerical analysis of fully discretized Crank-Nicolson scheme for fractional-in-space Allen-Cahn equations. J. Sci. Comput. 72, 1214–1231 (2017)
He, D., Pan, K., Hu, H.: A spatial fourth-order maximum principle preserving operator splitting scheme for the multi-dimensional fractional Allen-Cahn equation. Appl. Numer. Math. 151, 44–63 (2020)
Chen, H., Sun, H.: A dimensional splitting exponential time differencing scheme for multidimensional fractional Allen-Cahn equations. J. Sci. Comput. 87(1), 30 (2021)
Cai, Y., Sun, H., Tam, S.: Numerical study of a fast two-level strang splitting method for spatial fractional Allen-Cahn equations. J. Sci. Comput. 95(3), 71 (2023)
Zhang, B., Yang, Y.: A new linearized maximum principle preserving and energy stability scheme for the space fractional Allen-Cahn equation. Numer. Algorithms 93(1), 179–202 (2023)
Zhang, H., Yan, J., Qian, X., et al.: On the preserving of the maximum principle and energy stability of high-order implicit-explicit Runge-Kutta schemes for the space-fractional Allen-Cahn equation. Numer. Algorithms 88, 1309–1336 (2021)
Hu, B., Zhang, W., Zhao, X.: Convergence analysis of the maximum principle preserving BDF2 scheme with variable time-steps for the space fractional Allen-Cahn equation. J. Comput. Appl. Math. 448, 115951 (2024)
Chen, H., Sun, H.: Second-order maximum principle preserving Strang’s splitting schemes for anisotropic fractional Allen-Cahn equations. Numer. Algorithms 90(2), 749–771 (2022)
Chen, W., Wang, C., Wang, X., et al.: Positivity-preserving, energy stable numerical schemes for the Cahn-Hilliard equation with logarithmic potential. J. Comput. Phys. X 3, 100031 (2019)
Izsák, F.J., Szekeres, B.: Models of space-fractional diffusion: a critical review. Appl. Math. Lett. 71, 38–43 (2017)
Qiao, Z., Zhang, Z., Tang, T.: An adaptive time-stepping strategy for the molecular beam epitaxy models. SIAM J. Sci. Comput. 33(3), 1395–1414 (2011)
Acknowledgements
This work was supported by the National Natural Science Foundation of China Project (No. 12261131501), the Project of Scientific Research Fund of the Hunan Provincial Science and Technology Department (No. 2023GK2029, No. 2024JC1003, No. 2024JJ1008), and “Algorithmic Research on Mathematical Common Fundamentals” Program for Science and Technology Innovative Research Team in Higher Educational Institutions of Hunan Province of China.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no Conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zhang, B., Yang, Y. Efficient Structure-Preserving Scheme for the Space Fractional Allen–Cahn Equation with Logarithmic Flory–Huggins Potential. J Sci Comput 103, 18 (2025). https://doi.org/10.1007/s10915-025-02832-1
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10915-025-02832-1