L1/finite element methods for time-fractional Keller-Segel equations with weak singularity solution

Jia Xie , Qingfeng Li

Electronic Research Archive ›› 2026, Vol. 34 ›› Issue (3) : 2066 -2086.

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Electronic Research Archive ›› 2026, Vol. 34 ›› Issue (3) :2066 -2086. DOI: 10.3934/era.2026092
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L1/finite element methods for time-fractional Keller-Segel equations with weak singularity solution
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Abstract

In this paper, we consider the L1/ finite element methods for solving time-fractional Keller- Segel equations with a singular solution. For time direction, the L1 scheme under the nonuniform mesh is considered to approximate the Caputo derivative to handle the singularity of the solution. To further reduce computational storage requirements, we consider a fast L1 scheme based on the sum-of- exponentials skill for calculating fractional derivatives. Then, we derive a fully implicit discrete scheme by combining the finite element method in the spatial direction. Subsequently, unconditional stability and α-robust error estimates of the fully discrete scheme are derived. Finally, numerical examples are presented to verify our theory.

Keywords

time-fractional Keller-Segel equations / L1 scheme / finite element method / unconditional stability / α-robust error estimates

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Jia Xie, Qingfeng Li. L1/finite element methods for time-fractional Keller-Segel equations with weak singularity solution. Electronic Research Archive, 2026, 34 (3) : 2066-2086 DOI:10.3934/era.2026092

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References

[1]

E. F. Keller, L. A. Segel, Initiation of slime mold aggregation viewed as an instability, J. Theor. Biol., 26 (1970), 399-415. https://doi.org/10.1016/0022-5193(70)90092-5

[2]

E. F. Keller, L. A. Segel, Traveling bands of chemotactic bacteria: A theoretical analysis, J. Theor. Biol., 30 (1971), 235-248. https://doi.org/10.1016/0022-5193(71)90051-8

[3]

M. Winkler, Chemotaxis with logistic source: Very weak global solutions and their boundedness properties, J. Math. Anal. Appl., 348 (2008), 708-729. https://doi.org/10.1016/j.jmaa.2008.07.071

[4]

J. Xu, H. Fu, A decoupled linear, mass-conservative block-centered finite difference method for the Keller-Segel chemotaxis system, J. Comput. Phys., 526 (2025), 113775. https://doi.org/10.1016/j.jcp.2025.113775

[5]

J. Hu, X. Zhang, Positivity-preserving and energy-dissipative finite difference schemes for the Fokker-Planck and Keller-Segel equations, IMA J. Numer. Anal., 43 (2023), 1450-1484. https://doi.org/10.1093/imanum/drac014

[6]

G. Zhou, N. Saito, Finite volume methods for a Keller-Segel system: Discrete energy, error estimates and numerical blow-up analysis, Numer. Math., 135 (2017), 265-311. https://doi.org/10.1007/s00211-016-0793-2

[7]

M. Sulman, T. Nguyen, A positivity preserving moving mesh finite element method for the Keller- Segel chemotaxis model, J. Sci. Comput., 80 (2019), 649-666. https://doi.org/10.1007/s10915-019-00951-0

[8]

K. Wang, E. Liu, X. Feng, Optimal error estimate of unconditionally positivity-preserving, mass- conserving and energy stable method for the Keller-Segel chemotaxis model, Math. Comput., 94 (2025), 2761-2793. https://doi.org/10.1090/mcom/4041

[9]

J. Shen, J. Xu, Unconditionally bound preserving and energy dissipative schemes for a class of Keller-Segel equations, SIAM J. Numer. Anal., 58 (2020), 1674-1695. https://doi.org/10.1137/19M1246705

[10]

R. Metzler, J. Klafter, The random walk’s guide to anomalous diffusion: A fractional dynamics approach, Phys. Rep., 339 (2000), 1-77. https://doi.org/10.1016/S0370-1573(00)00070-3

[11]

F. A. Rihan, Numerical modeling of fractional-order biological systems, Abstr. Appl. Anal., 2013 (2013), 816803. https://doi.org/10.1155/2013/816803

[12]

L. Li, J. Liu, Some compactness criteria for weak solutions of time fractional PDEs, SIAM J. Math. Anal., 50 (2018), 3963-3995. https://doi.org/10.1137/17M1145549

[13]

Y. Zhou, J. Manimaran, L. Shangerganesh, A. Debbouche, Weakness and Mittag-Leffler stability of solutions for time-fractional Keller-Segel models, Int. J. Nonlinear Sci. Numer. Simul., 19 (2018), 753-761. https://doi.org/10.1515/ijnsns-2018-0035

[14]

M. Bezerra, C. Cuevas, C. Silva, H. Soto, On the fractional doubly parabolic Keller-Segel system modelling chemotaxis, Sci. China Math., 65 (2022), 1827-1874. https://doi.org/10.1007/s11425-020-1846-x

[15]

M. Costa, C. Cuevas, C. Silva, H. Soto, Well-posedness and blow-up of the fractional Keller-Segel model on domains, Math. Nachr., 296 (2023), 5569-5592. https://doi.org/10.1002/mana.202200235

[16]

A. Slimani, S. Lakhlifa, A. Guesmia, Analytical solution of one-dimensional Keller-Segel equations via new homotopy perturbation method, Contemp. Math., 5 (2024), 1093-1109. https://doi.org/10.37256/CM.5120242604

[17]

M. Zayernouri, A. Matzavinos, Fractional Adams-Bashforth/Moulton methods: An application to the fractional Keller-Segel chemotaxis system, J. Comput. Phys., 317 (2016), 1-14. https://doi.org/10.1016/j.jcp.2016.04.041

[18]

K. Sakamoto, M. Yamamoto, Initial value/boundary value problems for fractional diffusion-wave equations and applications to some inverse problems, J. Math. Anal. Appl., 382 (2011), 426-447. https://doi.org/10.1016/j.jmaa.2011.04.058

[19]

M. Stynes, E. O’Riordan, J. L. Gracia, Error analysis of a finite difference method on graded meshes for a time-fractional diffusion equation, SIAM J. Numer. Anal., 55 (2017), 1057-1079. https://doi.org/10.1137/16M1082329

[20]

B. Jin, B. Li, Z. Zhou, Numerical analysis of nonlinear subdiffusion equations, SIAM J. Numer. Anal., 56 (2018), 1-23. https://doi.org/10.1137/16M1089320

[21]

H. Liao, D. Li, J. Zhang, Sharp error estimate of the nonuniform L1 formula for linear reaction-subdiffusion equations, SIAM J. Numer. Anal., 56 (2018), 1112-1133. https://doi.org/10.1137/17M1131829

[22]

H. Liao, W. McLean, J. Zhang, A discrete Grönwall inequality with applications to numerical schemes for subdiffusion problems, SIAM J. Numer. Anal., 57 (2019), 218-237. https://doi.org/10.1137/16M1175742

[23]

N. Kopteva, Error analysis of the L1 method on graded and uniform meshes for a fractional- derivative problem in two and three dimensions, Math. Comput., 88 (2019), 2135-2155. https://doi.org/10.1090/mcom/3410

[24]

N. Kopteva, Error analysis of an L2-type method on graded meshes for a fractional-order parabolic problem, Math. Comput., 90 (2021), 19-40. https://doi.org/10.1090/mcom/3552

[25]

H. Chen, M. Stynes, Error analysis of a second-order method on fitted meshes for a time- fractional diffusion problem, J. Sci. Comput., 79 (2019), 624-647. https://doi.org/10.1007/s10915-018-0863-y

[26]

S. Jiang, J. Zhang, Q. Zhang, Z. Zhang, Fast evaluation of the caputo fractional derivative and its applications to fractional diffusion equations, Commun. Comput. Phys., 21 (2017), 650-678. https://doi.org/10.4208/cicp.OA-2016-0136

[27]

H. Liao, Y. Yan, J. Zhang, Unconditional convergence of a fast two-level linearized algorithm for semilinear subdiffusion equations, J. Sci. Comput., 80 (2019), 1-25. https://doi.org/10.1007/s10915-019-00927-0

[28]

C. Huang, M. Stynes, A sharp α-robust L∞(H1) error bound for a time-fractional Allen-Cahn problem discretised by the Alikhanov L2-1σ scheme and a standard FEM , J. Sci. Comput., 91 (2022), 43. https://doi.org/10.1007/s10915-022-01810-1

[29]

H. Chen, M. Stynes, Blow-up of error estimates in time-fractional initial-boundary value problems, IMA J. Numer. Anal., 41 (2021), 974-997. https://doi.org/10.1093/imanum/draa015

[30]

Z. Sheng, Y. Liu, Y. Li, Finite element method combined with time graded meshes for the time-fractional coupled Burgers’ equations, J. Appl. Math. Comput., 70 (2024), 513-533. https://doi.org/10.1007/s12190-023-01969-2

[31]

C. Huang, M. Stynes, Optimal spatial H1-norm analysis of a finite element method for a time-fractional diffusion equation , J. Comput. Appl. Math., 367 (2020), 112435. https://doi.org/10.1016/j.cam.2019.112435

[32]

C. Huang, M. Stynes, α-robust error analysis of a mixed finite element method for a time-fractional biharmonic equation, Numer. Algorithms, 87 (2021), 1749-1766. https://doi.org/10.1007/s11075-020-01036-y

[33]

Z. Tan, α-robust analysis of fast and novel two-grid fem with nonuniform L1 scheme for semilinear time-fractional variable coefficient diffusion equations, Commun. Nonlinear Sci. Numer. Simul., 131 (2024), 107830. https://doi.org/10.1016/j.cnsns.2024.107830

[34]

V. Thomée, Galerkin Finite Element Methods for Parabolic Problems, 2n d edition , Springer, 2006. https://doi.org/10.1007/3-540-33122-0

[35]

N. Liu, H. Qin, Y. Yang, Unconditionally optimal H1-norm error estimates of a fast and linearized galerkin method for nonlinear subdiffusion equations , Comput. Math. Appl., 107 (2022), 70-81. https://doi.org/10.1016/j.camwa.2021.12.012

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