Abstract
In this article, the weak Galerkin finite element method, coupled with an operator-splitting method or known as dimensional-splitting technique, is proposed to solve a class of 2D time-fractional diffusion equation of order \(\beta \), \(0<\beta <1\) numerically. The time-fractional term is discretized using the well-known non-uniform L1-method, as the integer-order temporal derivatives of the solution blow up at the initial point. For the spatial discretization, a dimensional-splitting weak Galerkin finite element method is used in both x and y directions over a uniform mesh. The stability and the optimal error estimate of the proposed scheme are addressed in the \(L^2\)-norm. Finally, we present a numerical experiment to demonstrate the suitability of the stated method.
Similar content being viewed by others
Data Availibility
All data generated or analyzed during this study are included in this article.
References
Alikhanov, A.A.: A time-fractional diffusion equation with generalized memory kernel in differential and difference settings with smooth solutions, Comput. methods. Appl. Math. 17, 647–660 (2017)
Avijit, D., Natesan, S.: A novel two-step streamline-diffusion FEM for singularly perturbed 2D parabolic PDEs. Appl. Numer. Math. 172, 259–278 (2022)
Axtell, M., Bise, M.E.: Fractional calculus application in control systems, In: IEEE conference on aerospace and electronics, IEEE, (1990), 563–566
Bagley, R.L., Torvik, P.: A theoretical basis for the application of fractional calculus to viscoelasticity. J. Rheol. 27, 201–210 (1983)
Carpinteri, A., Cornetti, P., Sapora, A.: Nonlocal elasticity: an approach based on fractional calculus. Meccanica 49, 2551–2569 (2014)
Carpinteri, A., Mainardi, F.: Fractals and Fractional Calculus in Continuum Mechanics, vol. 378. Springer, (2014)
Hou, Y., Wen, C., Liu, Y., Li, H.: A two-grid adi finite element approximation for a nonlinear distributed-order fractional sub-diffusion equation. Netw. Heterog. Media 18, 855–876 (2023)
Hussein, A.J.: A weak Galerkin finite element method for solving time-fractional coupled Burgers’ equations in two dimensions. Appl. Numer. Math. 156, 265–275 (2020)
Kilbas, A.A., Srivastava, H.M., Trujillo, J.J.: Theory and Applications of Fractional Differential Equations, vol. 204. Elsevier, (2006)
Kopteva, N.: Error analysis of the L1-method on graded and uniform meshes for a fractional-derivative problem in two and three dimensions. Math. Comput. 88, 2135–2155 (2019)
Li, G., Chen, Y., Huang, Y.: A new weak Galerkin finite element scheme for general second-order elliptic problems. J. Comput. Appl. Math. 344, 701–715 (2018)
Lin, Y., Xu, C.: Finite difference/spectral approximations for the time-fractional diffusion equation. J. Comput. Phys. 225, 1533–1552 (2007)
Lin, R., Ye, X., Zhang, S., Zhu, P.: A weak Galerkin finite element method for singularly perturbed convection-diffusion-reaction problems. SIAM J. Numer. Anal. 56, 1482–1497 (2018)
Ma, J., Gao, F., Du, N.: Stabilizer-free weak Galerkin finite element method with second-order accuracy in time for the time fractional diffusion equation. J. Comput. Appl. Math. 414, 114407 (2022)
Mainardi, F.: On the advent of fractional calculus in econophysics via continuous-time random walk. Mathematics 8, 641 (2020)
Qiu, W., Xu, D., Chen, H., Guo, J.: An alternating direction implicit Galerkin finite element method for the distributed-order time-fractional mobile-immobile equation in two dimensions. Comput. Math. with Appl. 80, 3156–3172 (2020)
Seal, A., Natesan, S.: A numerical approach for nonlinear time-fractional diffusion equation with generalized memory kernel. Numer. Algorithms (2023). https://doi.org/10.1007/s11075-023-01714-7
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)
Tarasov, V.E.: On history of mathematical economics: application of fractional calculus. Mathematics 7, 509 (2019)
Toprakseven, Ş: A weak Galerkin finite element method for time fractional reaction-diffusion-convection problems with variable coefficients. Appl. Numer. Math. 168, 1–12 (2021)
Toprakseven, Ş: A weak Galerkin finite element method on temporal graded meshes for the multi-term time fractional diffusion equations. Comput. Math. Appl. 128, 108–120 (2022)
Toprakseven, Ş, Dinibutun, S.: A high-order stabilizer-free weak Galerkin finite element method on nonuniform time meshes for subdiffusion problems. AIMS Math. 8(12), 31022–31049 (2023)
Wang, J., Ye, X.: A weak Galerkin finite element method for second-order elliptic problems. J. Comput. Appl. Math. 241, 103–115 (2013)
Zhu, P., Xie, S.: A uniformly convergent weak Galerkin finite element method on Shishkin mesh for 1D convection-diffusion problem. J. Sci. Comput. 85, 34 (2020)
Acknowledgements
The first author would like to express the thanks to Indian Institute of Technology Guwahati, India for funding of this project. The authors wish to acknowledge the anonymous referees for carefully reading the manuscript and providing their valuable comments and suggestions, which really helped to improve the presentation.
Funding
This work was supported by Indian Institute of Technology Guwahati, India.
Author information
Authors and Affiliations
Contributions
All authors contributed equally with respect to all aspects to this work.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Ethics Approval and Consent to Participate
Not applicable.
Consent to Publish
Not applicable.
Human and Animal Rights
Not applicable.
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
Seal, A., Natesan, S. & Toprakseven, S. A Dimensional-Splitting Weak Galerkin Finite Element Method for 2D Time-Fractional Diffusion Equation. J Sci Comput 98, 56 (2024). https://doi.org/10.1007/s10915-023-02448-3
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10915-023-02448-3
Keywords
- Time-fractional diffusion
- Operator-splitting method
- ADI method
- Weak Galerkin finite element method
- Stability
- Error analysis
- Numerical experiments