Abstract
Explicit time stepping schemes are popular for linear acoustic and elastic wave propagation due to their simple nature which does not require sophisticated solvers for the inversion of the stiffness matrices. However, explicit schemes are only stable if the time step size is bounded by the mesh size in space subject to the so-called CFL condition. In micro-heterogeneous media, this condition is typically prohibitively restrictive because spatial oscillations of the medium need to be resolved by the discretization in space. This paper presents a way to reduce the spatial complexity in such a setting and, hence, to enable a relaxation of the CFL condition. This is done using the Localized orthogonal decomposition method as a tool for numerical homogenization. A complete convergence analysis is presented with appropriate, weak regularity assumptions on the initial data.
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References
Abdulle, A., Grote, M.J.: Finite element heterogeneous multiscale method for the wave equation. Multiscale Model. Simul. 9(2), 766–792 (2011)
Abdulle, A., Henning, P.: Localized orthogonal decomposition method for the wave equation with a continuum of scales. Math. Comp. 86(304), 549–587 (2017)
Altmann, R., Chung, E., Maier, R., Peterseim, D., Pun, S.M.: Computational multiscale methods for linear heterogeneous poroelasticity. ArXiv e-prints 1801.00615 (2018)
Arjmand, D., Runborg, O.: Analysis of heterogeneous multiscale methods for long time wave propagation problems. Multiscale Model. Simul. 12(3), 1135–1166 (2014)
Brenner, S.C.: Two-level additive Schwarz preconditioners for nonconforming finite elements. Contemp. Math. 180, 9–14 (1994)
Brezzi, F., Fortin, M.: Mixed and Hybrid Finite Element Methods, vol. 15. Springer, Berlin (2012)
Brown, D., Gallistl, D.: Multiscale sub-grid correction method for time-harmonic high-frequency elastodynamics with wavenumber explicit bounds. ArXiv e-prints 1608.04243 (2016)
Brown, D., Gallistl, D., Peterseim, D.: Multiscale Petrov-Galerkin method for high-frequency heterogeneous Helmholtz equations. In: Meshfree Methods for Partial Differential Equations VIII, Lecture Notes on Computer Science and Engineering, vol. 115, pp. 85–115. Springer, Cham (2017)
Christiansen, S.H.: Foundations of finite element methods for wave equations of Maxwell type. Applied Wave Mathematics, pp. 335–393. Springer, Berlin (2009)
Weinan, E., Björn, E.: The heterogeneous multi-scale method for homogenization problems. In: Engquist, B., Runborg, O., Lötstedt, P. (eds.) Multiscale methods in science and engineering. Lecture notes in computational science and engineering, vol. 44, pp. 89–110. Springer, Berlin, Heidelberg (2005)
Weinan, E., Engquist, B.: The heterogeneous multiscale methods. Commun. Math. Sci. 1(1), 87–132 (2003)
Engquist, B., Holst, H., Runborg, O.: Multi-scale methods for wave propagation in heterogeneous media. Commun. Math. Sci. 9(1), 33–56 (2011)
Engquist, B., Holst, H., Runborg, O.: Multiscale methods for wave propagation in heterogeneous media over long time. In: Numerical Analysis of Multiscale Computations, Lecture Notes on Computer Science and Engineering, vol. 82, pp. 167–186. Springer, Heidelberg (2012)
Ern, A., Guermond, J.L.: Finite element quasi-interpolation and best approximation. ESAIM Math. Model. Numer. Anal. 51(4), 1367–1385 (2017)
Evans, L.C.: Partial Differential Equations. Graduate studies in mathematics. American Mathematical Society, Providence (2010)
Gallistl, D., Peterseim, D.: Stable multiscale Petrov–Galerkin finite element method for high frequency acoustic scattering. Comput. Methods Appl. Mech. Eng. 295, 1–17 (2015)
Hellman, F.: Gridlod. https://github.com/fredrikhellman/gridlod (2017). GitHub repository, commit 3e9cd20970581a32789aa1e21d7ff3f7e8f0b334
Henning, P., Peterseim, D.: Oversampling for the multiscale finite element method. Multiscale Model. Simul. 11(4), 1149–1175 (2013)
Joly, P.: Variational methods for time-dependent wave propagation problems. In: Ainsworth, M., Davies, P., Duncan, D., Rynne, B., Martin, P. (eds.) Topics in computational wave propagation. Lecture notes in computational science and engineering, vol. 31, pp. 201–264. Springer, Berlin, Heidelberg (2003)
Kornhuber, R., Peterseim, D., Yserentant, H.: An analysis of a class of variational multiscale methods based on subspace decomposition. Math. Comp. 87, 2765–2774 (2018)
Kornhuber, R., Yserentant, H.: Numerical homogenization of elliptic multiscale problems by subspace decomposition. Multiscale Model. Simul. 14(3), 1017–1036 (2016)
Målqvist, A., Peterseim, D.: Localization of elliptic multiscale problems. Math. Comput. 83(290), 2583–2603 (2014)
Oswald, P.: On a BPX-preconditioner for P1 elements. Computing 51(2), 125–133 (1993)
Owhadi, H., Zhang, L.: Numerical homogenization of the acoustic wave equations with a continuum of scales. Comput. Methods Appl. Mech. Engrg. 198(3–4), 397–406 (2008)
Owhadi, H., Zhang, L.: Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficients. J. Comput. Phys. 347, 99–128 (2017)
Owhadi, H., Zhang, L., Berlyand, L.: Polyharmonic homogenization, rough polyharmonic splines and sparse super-localization. ESAIM Math. Model. Numer. Anal. 48(2), 517–552 (2014)
Peterseim, D.: Variational multiscale stabilization and the exponential decay of fine-scale correctors. In: Building Bridges: Connections and Challenges in Modern Approaches to Numerical Partial Differential Equations, Lecture Notes on Computer Science and Engineering, vol. 114, pp. 341–367. Springer, Cham (2016)
Peterseim, D.: Eliminating the pollution effect in Helmholtz problems by local subscale correction. Math. Comput. 86(305), 1005–1036 (2017)
Peterseim, D., Schedensack, M.: Relaxing the CFL condition for the wave equation on adaptive meshes. J. Sci. Comput. 72(3), 1196–1213 (2017)
Acknowledgements
The authors acknowledge support by Deutsche Forschungsgemeinschaft in the Priority Program 1748 Reliable simulation techniques in solid mechanics (PE2143/2-2). The authors thank the Hausdorff Institute for Mathematics in Bonn for the kind hospitality during the trimester program on multiscale problems in 2017.
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Communicated by Jan Hesthaven.
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Maier, R., Peterseim, D. Explicit computational wave propagation in micro-heterogeneous media. Bit Numer Math 59, 443–462 (2019). https://doi.org/10.1007/s10543-018-0735-8
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DOI: https://doi.org/10.1007/s10543-018-0735-8
Keywords
- Explicit time stepping
- Hyperbolic equation
- Heterogeneous media
- Numerical homogenization
- Multiscale method