Abstract
This work is concerned with numerical analysis of the variable-step time filtered backward Euler scheme (see e.g. DeCaria in SIAM J Sci Comput 43(3):A2130–A2160, 2021) for linear parabolic equations. To this end, we build up a discrete gradient structure of the associated one-leg multi-step scheme of the time filtered backward Euler (FiBE) scheme, and establish the discrete energy dissipation law for the dissipative case. Furthermore, upon developing the discrete energy technique with two new classes of discrete orthogonal convolution kernels, we present the rigorous stability and convergence results for the variable-step FiBE scheme in the \(L^2\) norm under a practical step-ratio constraint \(1/2\le \tau _k/\tau _{k-1}\le 2\) for \(k\ge 2,\) where \(\tau _k\) is the associated discrete time step. This seems to be the first energy stability and \(L^2\) norm error estimate for the variable-step time filtered stiff solver. We also present numerical tests to support the theoretical findings.
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References
Becker, J.: A second order backward difference method with variable steps for a parabolic problem. BIT 38(4), 644–662 (1998)
Besier, M., Rannacher, R.: Goal-oriented space-time adaptivity in the finite element Galerkin method for the computation of nonstationary incompressible flow. Internat. J. Numer. Methods Fluids 70, 1139–1166 (2012)
Calvo, M., Grande, T., Grigorieff, R.D.: On the zero stability of the variable order variable stepsize BDF-formulas. Numer. Math. 57, 39–50 (1990)
Chen, W., Wang, X., Yan, Y., Zhang, Z.: A second order BDF numerical scheme with variable steps for the Cahn-Hilliard equation. SIAM J. Numer. Anal. 57(1), 495–525 (2019)
Dahlquist, G., Liniger, W., Nevanlinna, O.: Stability of two step methods for variable integration steps. SIAM J. Numer. Anal. 20, 1071–1085 (1983)
DeCaria, V., Layton, W., Zhao, H.: A time-accurate, adaptive discretization for fluid flow problems. Int. J. Numer. Anal. Model. 17, 254–280 (2020)
DeCaria, V., Gottlieb, S., Grant, Z.J., Layton, W.: A general linear method approach to the design and optimization of efficient, accurate, and easily implemented time-stepping methods in CFD. J. Comput. Phys. 455, 110927 (2022)
DeCaria, V., Guzel, A., Layton, W., Li, Y.: A variable stepsize, variable order family of low complexity. SIAM J. Sci. Comput. 43(3), A2130–A2160 (2021)
DeCaria, V., Schneier, M.: An embedded variable step IMEX scheme for the incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Engrg. 376, 113661 (2021)
Guzel, A., Layton, W.: Time filters increase accuracy of the fully implicit method. BIT 58, 1–15 (2018)
Kang, Y., Liao, H.-L.: Energy stability of BDF methods up to fifth-order for the molecular beam epitaxial model without slope selection. J. Sci. Comput. 91, 47 (2022)
Layton, W., Pei, W., Qin, Y., Trenchea, C.: Analysis of the variable step method of Dahlquist, Liniger and Nevanlinna for fluid flow. Numer. Methods Partial Diff. Equ. (2021). https://doi.org/10.1002/num.22831
Li, Z., Liao, H.-L.: Stability of variable-step BDF2 and BDF3 methods. SIAM J. Numer. Anal. 60(4), 2253–2272 (2022)
Liao, H.-L., Ji, B., Wang, L., Zhang, Z.: Mesh-robustness of an energy stable BDF2 scheme with variable steps for the Cahn-Hilliard model. J. Sci. Comput. 92, 52 (2022)
Liao, H.-L., Ji, B., Zhang, L.: An adaptive BDF2 implicit time-stepping method for the phase field crystal model. IMA J. Numer. Anal. 42(1), 649–679 (2022)
Liao, H.-L., Tang, T., Zhou, T.: On energy stable, maximum-bound 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.: A new discrete energy technique for multi-step backward difference formulas. CSIAM Trans. Appl. Math. 3(2), 318–334 (2022)
Liao, H.-L., Tang, T., Zhou, T.: Discrete energy technique of the third-order variable-step BDF time-stepping for diffusion equations. J. Comput. Math. (2022). https://doi.org/10.4208/jcm.2207-m2022-0020
Liao, H.-L., Zhang, Z.: Analysis of adaptive BDF2 scheme for diffusion equations. Math. Comp. 90, 1207–1226 (2021)
Wang, J., Liao, H.-L., Zhao, Y.: An energy stable filtered backward Euler scheme for the MBE equation with slope selection. Numer. Math. Theor. Method Appl. 16(1), 165–181 (2023)
Williams, P.D.: A The RAW filter: an improvement to the Robert-Asselin filter in semi-implicit integrations. Mon. Weather Rev. 139, 1996–2007 (2011)
Williams, P.D.: Achieving seventh-order amplitude accuracy in leap-frog integrations. Mon. Weather Rev. 141, 3037–3051 (2013)
Acknowledgements
The authors thank Dr. Jiexin Wang for her help on extensive numerical tests.
Funding
This work is supported by NSF of China under Grant Numbers 12071216, 11731006, 12288201 and NNW2018-ZT4A06 project.
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Communicated by Antonella Zanna Munthe-Kaas.
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Liao, Hl., Tang, T. & Zhou, T. Stability and convergence of the variable-step time filtered backward Euler scheme for parabolic equations. Bit Numer Math 63, 39 (2023). https://doi.org/10.1007/s10543-023-00982-y
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DOI: https://doi.org/10.1007/s10543-023-00982-y
Keywords
- Time filtered backward Euler
- Discrete gradient structure
- Discrete orthogonal convolution kernels
- Stability and convergence