Skip to main content
Log in

A Dimensional-Splitting Weak Galerkin Finite Element Method for 2D Time-Fractional Diffusion Equation

  • Published:
Journal of Scientific Computing Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data Availibility

All data generated or analyzed during this study are included in this article.

References

  1. 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)

    MathSciNet  Google Scholar 

  2. Avijit, D., Natesan, S.: A novel two-step streamline-diffusion FEM for singularly perturbed 2D parabolic PDEs. Appl. Numer. Math. 172, 259–278 (2022)

    Article  MathSciNet  Google Scholar 

  3. Axtell, M., Bise, M.E.: Fractional calculus application in control systems, In: IEEE conference on aerospace and electronics, IEEE, (1990), 563–566

  4. Bagley, R.L., Torvik, P.: A theoretical basis for the application of fractional calculus to viscoelasticity. J. Rheol. 27, 201–210 (1983)

    Article  CAS  ADS  Google Scholar 

  5. Carpinteri, A., Cornetti, P., Sapora, A.: Nonlocal elasticity: an approach based on fractional calculus. Meccanica 49, 2551–2569 (2014)

    Article  MathSciNet  Google Scholar 

  6. Carpinteri, A., Mainardi, F.: Fractals and Fractional Calculus in Continuum Mechanics, vol. 378. Springer, (2014)

  7. 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)

    Article  MathSciNet  Google Scholar 

  8. 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)

    Article  MathSciNet  Google Scholar 

  9. Kilbas, A.A., Srivastava, H.M., Trujillo, J.J.: Theory and Applications of Fractional Differential Equations, vol. 204. Elsevier, (2006)

  10. 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)

    Article  MathSciNet  Google Scholar 

  11. 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)

    Article  MathSciNet  Google Scholar 

  12. Lin, Y., Xu, C.: Finite difference/spectral approximations for the time-fractional diffusion equation. J. Comput. Phys. 225, 1533–1552 (2007)

    Article  MathSciNet  ADS  Google Scholar 

  13. 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)

    Article  MathSciNet  Google Scholar 

  14. 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)

    Article  MathSciNet  Google Scholar 

  15. Mainardi, F.: On the advent of fractional calculus in econophysics via continuous-time random walk. Mathematics 8, 641 (2020)

    Article  Google Scholar 

  16. 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)

    Article  MathSciNet  Google Scholar 

  17. 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

    Article  Google Scholar 

  18. 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)

    Article  MathSciNet  Google Scholar 

  19. Tarasov, V.E.: On history of mathematical economics: application of fractional calculus. Mathematics 7, 509 (2019)

    Article  Google Scholar 

  20. 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)

    Article  MathSciNet  Google Scholar 

  21. 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)

    Article  MathSciNet  Google Scholar 

  22. 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)

    Article  MathSciNet  Google Scholar 

  23. Wang, J., Ye, X.: A weak Galerkin finite element method for second-order elliptic problems. J. Comput. Appl. Math. 241, 103–115 (2013)

    Article  MathSciNet  Google Scholar 

  24. 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)

    Article  MathSciNet  Google Scholar 

Download references

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

Authors

Contributions

All authors contributed equally with respect to all aspects to this work.

Corresponding author

Correspondence to Srinivasan Natesan.

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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10915-023-02448-3

Keywords

Mathematics Subject Classification

Navigation