Abstract
In this paper, we describe a new nonlinear finite-volume scheme that preserves the discrete maximum principle (DMP) for the two-dimensional sub-diffusion equation on distorted meshes. One distinguishing feature of our method is its ability to uphold the DMP for the anisotropic sub-diffusion problems, thereby ensuring the absence of spurious oscillations in numerical solutions and maintaining the physical bounds of various quantities, such as concentration, temperature, and density. Notably, our scheme offers the advantage of being applicable to distorted meshes without stringent constraints. Numerical results demonstrate that our scheme successfully preserves maximum principle on various randomly distorted meshes.












Similar content being viewed by others
Data Availability
Data sharing is not applicable to this article as no datasets were generated or analyzed during the current study.
References
Brunner, H., Ling, L., Yamamoto, M.: Numerical simulations of 2D frational subdiffusion problems. J. Comput. Phys. 229, 6613–6622 (2010)
McLean, W.: Regularity of solutions to a time-fractional diffusion equation. ANZIAM J. 52, 123–138 (2010)
Jin, B., Lazarov, R., Zhou, Z.: An analysis of the L1 scheme for the subdiffusion equation with nonsmooth data. IMA J. Numer. Anal. 36, 197–221 (2016)
Yang, X., Zhang, H., Zhang, Q., Yuan, G.: Simple positivity preserving nonlinear finite volume scheme for subdiffusion equations on general non-conforming distorted meshes. Nonlinear Dyn. 108, 3859–3886 (2022)
Stynes, M., O’Riordan, E., Gracia, J.L.: Error analysis of a finite difference method on graded meshes for a time-fractional diffusion equation. SIAM J. Numer. Anal. 55, 1057–1079 (2017)
Zhang, Y.N., Sun, Z.Z., Liao, H.-L.: Finite difference methods for the time fractional diffusion equation on nonuniform meshes. J. Comput. Phys. 265, 195–210 (2014)
Yang, X.H., Zhang, Z.M.: On conservative, positivity preserving, nonlinear FV scheme on distorted meshes for the multi-term nonlocal Nagumo-type equations. Appl. Math. Lett. 150, 108972 (2024)
Wang, J., Jiang, X., Zhang, H.: A BDF3 and new nonlinear fourth-order difference scheme for the generalized viscous Burgers’ equation. Appl. Math. Lett. 151, 109002 (2024)
Wang, J., Jiang, X., Yang, X., Zhang, H.: A nonlinear compact method based on double reduction order scheme for the nonlocal fourth-order PDEs with Burgers’ type nonlinearity. J. Appl. Math. Comput. 70, 1–23 (2024)
Liao, H.-L., Li, D.F., Zhang, J.W.: Sharp error estimate of the nonuniform L1 formula for linear reaction-subdiffusion equations. SIAM J. Numer. Anal. 56, 1112–1133 (2018)
Luchko, Y.: Maximum principle for the generalized time-fractional diffusion equation. J. Math. Anal. Appl. 351, 218–223 (2009)
Jin, B., Lazarov, R., Thomée, V., Zhou, Z.: On nonnegativity preservation in finite element methods for subdiffusion equations. Math. Comput. 86, 2239–2260 (2017)
Ye, H., Liu, F., Anh, V., Turner, I.: Maximum principle and numerical method for the multi-term time-space Riesz–Caputo fractional differential equations. Appl. Math. Comput. 227, 531–540 (2014)
Jiang, Y.: A new analysis of stability and convergence for finite difference schemes solving the time fractional Fokker–Planck equation. Appl. Math. Model. 39, 1163–1171 (2015)
Jiang, Y., Xu, X.: A monotone finite volume method for time fractional Fokker–Planck equations. Sci. China Math. 62, 783–794 (2019)
Brunner, H., Han, H., Yin, D.: The maximum principle for time-fractional diffusion equations and its application. Numer. Funct. Anal. Optim. 36, 1307–1321 (2015)
Du, Q., Ju, L., Li, X., Qiao, Z.: Maximum principle preserving exponential time differencing schemes for the nonlocal Allen–Cahn equation. SIAM J. Numer. Anal. 57(2), 875–898 (2019)
Du, Q., Ju, L., Li, X., Qiao, Z.: Maximum bound principles for a class of semilinear parabolic equations and exponential time-differencing schemes. SIAM Rev. 63(2), 317–359 (2021)
Liao, H.-L., Tang, T., Zhou, T.: On energy stable, maximum-principle preserving, second order BDF scheme with variable steps for the Allen–Cahn equation. SIAM J. Numer. Anal. 58(4), 2294–2314 (2020)
Liao, H.-L., 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), A3033-S907 (2021)
Luchko, Y.: Some uniqueness and existence results for the initial-boundary-value problems for the generalized time-fractional diffusion equation. Comput. Math. Appl. 59(5), 1766–1772 (2010)
Sheng, Z., Yuan, G.: The finite volume scheme preserving extremum principle for diffusion equations on polygonal meshes. J. Comput. Phys. 230, 2588–2604 (2011)
Sheng, Z., Yuan, G.: Construction of nonlinear weighted method for finite volume schemes preserving maximum principle. SIAM J. Sci. Comput. 40, A607–A628 (2018)
Acknowledgements
The authors are grateful for helpful suggestions from reviewers.
Funding
The authors have not disclosed any funding.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare to 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.
The work was supported by National Natural Science Foundation of China Mathematics Tianyuan Foundation (12226340, 12226337).
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
Yang, X., Zhang, Z. Analysis of a New NFV Scheme Preserving DMP for Two-Dimensional Sub-diffusion Equation on Distorted Meshes. J Sci Comput 99, 80 (2024). https://doi.org/10.1007/s10915-024-02511-7
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10915-024-02511-7