INVESTIGATION OF DIFFERENCE SCHEMES FOR NUMERICAL SOLUTION OF THE ONE-DIMENSIONAL ALLEN-CAHN EQUATION
Abstract and keywords
Abstract:
This paper presents a study of the convergence order and computational efficiency of various difference schemes for the numerical solution of the one-dimensional Allen-Cahn equation used in the phase field method for modeling the diffusive interface. The Allen-Cahn equation takes into account the effect of the gradient energy and the double well potential during a phase transition with stable phase states of 0 and 1. The initial condition for the phase field simulates a stepwise phase separation profile without a transition region. To solve the equation, the finite difference method is used using such difference schemes as explicit, implicit, semi-implicit, classical Crank-Nicholson scheme and the stabilized Crank-Nicholson scheme. The run-through method and Newton's method were used to solve the equations. With the numerical solution of the problem, the formation of a diffusion interface is observed with smoothing of the initial phase field profile. The practical convergence orders in time and space for each scheme are determined, which coincide with the theoretical approximation orders. The maximum values of the L1 error rate were about 10-5 in time and 10-4 in space for the largest grids. The best combination of convergence, accuracy, and performance was demonstrated by the stabilized Crank-Nicholson scheme. The effect of the stabilizing parameter on the accuracy of the solution according to the stabilized Crank-Nicholson scheme is investigated. The highest compliance with the reference solution was obtained with the values of the stabilizing parameter in the range from 0,5 to 1. The results obtained make it possible to reasonably select a difference scheme for solving phase field problems, taking into account the requirements for accuracy and computing resources, in particular, when modeling fast-flowing crystallization processes.

Keywords:
MATHEMATICAL MODELING, PHASE FIELD METHOD, ALLEN-CAHN EQUATION, FINITE DIFFERENCE METHOD, DIFFERENCE SCHEMES, ORDER OF CONVERGENCE
Text
Text (PDF): Read Download
References

1. S. Muhammad, Y. Li, I. Muhammad, S. Peng, Z. Zhang, Braz. J. Phys., 56, 144 (2026). DOI:https://doi.org/10.1007/s13538-026-02067-x.

2. I.T. Tandogan, M. Budnitzki, S. Sandfeld, J. Mech. Phys.Solids, 206, 106325 (2026). DOI:https://doi.org/10.1016/j.jmps.2025.106325.

3. D. Tourret, A. Karma, Acta Mater., 61, 17, 6474-6491 (2013). DOI:https://doi.org/10.1016/j.actamat.2013.07.026.

4. J. Pei, W. Chen, W. Zhang, H. Hou, Y. Zhao, J. Mater. Res. Technol., 27, 5615-5628 (2023). DOI:https://doi.org/10.1016/j.jmrt.2023.11.012.

5. X.X. Yao, X. Gao, Z. Zhang, J. Mater. Res. Technol., 20, 934-949 (2022). DOI:https://doi.org/10.1016/j.jmrt.2022.07.101.

6. Y. Takahashi, S. Sakane, T. Takaki, Comput. Mater. Sci., 261, 114265 (2026). DOI:https://doi.org/10.1016/j.commatsci.2025.114265.

7. H. Xiang, J. Chen, Mater. Today Commun., 47, 113206 (2025). DOI:https://doi.org/10.1016/j.mtcomm.2025.113206.

8. A.F. Chadwick, P.W. Voorhees, Acta Mater., 211, 116862 (2021). DOI:https://doi.org/10.1016/j.actamat.2021.116862.

9. A.F. Chadwick, J.G.S. Macías, A. Samaei, G.J. Wagner, M.V. Upadhyay, P.W. Voorhees, Acta Mater., 282, 120482 (2025). DOI:https://doi.org/10.1016/j.actamat.2024.120482.

10. T. Takaki, ISIJ Int., 54, 2, 437-444 (2014). DOI:https://doi.org/10.2355/isijinternational.54.437.

11. Y. Song, M. Wang, J. Bai, J. Jin, P. Yang, Y. Zong, G. Qin, Trans. Nonferr. Met. Soc. China., 34, 4, 1110-1122 (2024). DOI:https://doi.org/10.1016/S1003-6326(23)66457-X.

12. R. Liu, K. Li, G. Zhou, W. Tang, Y. Shen, D. Tang, D. Li, Trans. Nonferr. Met. Soc. China., 32, 12, 3873-3886 (2022). DOI:https://doi.org/10.1016/S1003-6326(22)66064-3.

13. S. Liang, C. Wei, H. Jiang, X.-P. Zhang, JOM (2026). DOI:https://doi.org/10.1007/s11837-026-08207-7.

14. Y. Rezaei, M. Jafari, M. Jamshidian, Comput. Mater. Sci., 200, 110786 (2021). DOI:https://doi.org/10.1016/j.commatsci.2021.110786.

15. S. Liang, A. Kunwar, C. Wei, C. Ke, Scr. Mater., 203, 114071 (2021). DOI:https://doi.org/10.1016/j.scriptamat.2021.114071.

16. M.S. Orlova, A.I. Gorunov, Lett. Mater., 14, 1, 79-84 (2024). DOI:https://doi.org/10.48612/letters/2024-1-79-84.

17. O. Abramova, D. Nugmanov, D. Schneider, A. Prahs, T. Mittnacht, J. Ivanisenko, B. Baretzky, B. Nestler, Comput. Mater. Sci., 248, 113553 (2025). DOI:https://doi.org/10.1016/j.commatsci.2024.113553.

18. D. Choudhuri, L. Blake, J. Mater. Sci., 56, 7474-7493 (2021). DOI:https://doi.org/10.1007/s10853-021-05802-8.

19. D.I. Prokhorov, Y.V. Bazaikin, V.V. Lisitsa, Numeric.Methods and Program., 23, 2, 75-94 (2022). DOI:https://doi.org/10.26089/NumMet.v23r206.

20. D.I. Prokhorov, Y.V. Bazaikin, V.V. Lisitsa, Interexpo Geo-Sibir, 2, 2, 202-208 (2022). DOI:https://doi.org/10.33764/2618-981X-2022-2-2-202-208.

21. N.A. Semenenko, T.G. Elenino, E.B. Savenkov, M.V. Keldysh Preprint IPM, 86, 1-24 (2024). DOI:https://doi.org/10.20948/prepr-2024-86.

22. D.I. Prokhorov, Y.V. Bazaikin, V.V. Lisitsa, Interexpo Geo-Sibir, 2, 3, 262-269 (2023). DOI:https://doi.org/10.33764/2618-981X-2023-2-3-262-269.

23. D. Wick, T. Wick, R.J. Hellmig, H.-J. Christ, Comput. Mater. Sci., 109, 367-379 (2015). DOI:https://doi.org/10.1016/j.commatsci.2015.07.034.

24. L. Greco, J. Kiendl, M. Negri, A. Patton, A. Reali, Comput. Methods Appl. Mech. Eng., 449, 118513 (2026). DOI:https://doi.org/10.1016/j.cma.2025.118513.

25. E.V. Zipunova, A.A. Kuleshov, E.B. Savenkov, Appl. Industr. Math., 18, 3, 612-630 (2024). DOI:https://doi.org/10.1134/S1990478924030207.

26. S.B. Bulent, Programming Phase-Field Modeling, Springer International Publishing, 2018, P. 3-5. DOI:https://doi.org/10.1007/978-3-319-41196-5.

27. C. Roberts, J. Marian, J. Mater. Res. Technol., 28, 3641-3654 (2024). DOI:https://doi.org/10.1016/j.jmrt.2023.12.222.

28. X. Liu, Z.W. Yang, Y.M. Zeng, CAMWA, 144, 264-273 (2023). DOI:https://doi.org/10.1016/j.camwa.2023.06.018.

29. N. Jiang, M. Kubacki, W. Layton, M. Moraiti, H. Tran, J. Comput. Appl. Math., 281, 263-276 (2015). DOI:https://doi.org/10.1016/j.cam.2014.09.026.

30. D. Hou, H. Liu, L. Ju, CAMWA, 191, 86-104 (2025). DOI:https://doi.org/10.1016/j.camwa.2025.04.021.

31. G.V. Krivovichev, R.V. Pukhalenko, Numeric. Methods and Program., 27, 2, 119-134 (2026). DOI:https://doi.org/10.26089/NumMet.v27r209.

Login or Create
* Forgot password?