Abstract
This paper presents a theory of the possible non-linear stability conditions encountered in the simulation of convection dominated problems. Its main objective is to study and justify original CFL-like stability conditions thanks to the von Neumann stability analysis. In particular, we exhibit a wide variety of stability conditions of the type \(\Delta t\le C \Delta x^\alpha \) with \(\Delta t\) the time step, \(\Delta x\) the space step, and \(\alpha \) a rational number within the interval [1, 2]. Numerical experiments corroborate these theoretical results.
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References
Charney, J.G., Fjörtoft, R., von Neumann, J.: Numerical integration of the barotropic vorticity equation. Tellus 2, 237–254 (1950)
Cockburn, B., Karniadakis, G.E., Shu, C.-W. (eds.): Discontinuous Galerkin Methods: Theory, Computation and Applications. Springer, Berlin (2000)
Cockburn, B., Shu, C.-W.: Runge–Kutta discontinuous Galerkin methods for convection-dominated problems. J. Sci. Comput. 16, 173–261 (2001)
Courant, R., Friedrichs, K., Lewy, H.: On the partial difference equations of mathematical physics. IBM J. (1967). Translation from a paper originally appeared in Mathematische Annalen 100, 32–74, (1928)
Crouzeix, M., Mignot, A.L.: Analyse numérique des équations différentielles. Masson editor (1992)
Deriaz, E.: Stability conditions for the numerical solution of convection-dominated problems with skew-symmetric discretizations. SIAM J. Numer. Anal. 50(3), 1058–1085 (2012)
Deriaz, E., Desprès, B., Faccanoni, G., Gostaf, K.P., Imbert-Gérard, L.-M., Sadaka, G., Sart, R.: Magnetic equations with FreeFem++: the Grad–Shafranov equation & the current hole. ESAIM Proc. 32, 76–94 (2011)
Deriaz, E., Kolomenskiy, D.: Stabilité sous condition CFL non linéaire. ESAIM Proc. 35, 114–121 (2012)
Deriaz, E., Perrier, V.: Direct numerical simulation of turbulence using divergence-free wavelets. SIAM Multiscale Model. Simul. 7(3), 1101–1129 (2008)
Gallinato, O., Poignard, C.: Superconvergent second order Cartesian method for solving free boundary problem for invadopodia formation. J. Comput. Phys. 339, 412–431 (2017)
Godlewski, E., Raviart, P.A.: Numerical Approximation of Hyperbolic Systems of Conservation Laws. Springer, Berlin (1996)
Gustafsson, B.: High Order Difference Methods for Time Dependent PDE. Springer Series in Computational Mathematics, vol. 38. Springer, Berlin (2008)
Grote, M.J., Mehlin, M., Mitkova, T.: Methods and algorithms for scientific computing Runge–Kutta-based explicit local time-stepping methods for wave propagation. SIAM J. Sci. Comput. 37(2), A747–A775 (2015)
Hairer, E., Nørsett, S.P., Wanner, G.: Solving Ordinary Differential Equations. I. Nonstiff Problems. Springer Series in Computational Mathematics, vol. 8. Springer, Berlin (1987). Second revised edition 1993
Hairer, E., Wanner, G.: Solving Ordinary Differential Equations. II. Stiff and Differential-Algebraic Problems. Springer Series in Computational Mathematics, vol. 14. Springer, Berlin (1991). Second revised edition 1996
Kolmogorov, A.N.: Dissipation of energy in locally isotropic turbulence. Dokl. Akad. Nauk SSSR 32, 16–18 (1941)
Kolmogorov, A.N., Yushkevich, A.P. (eds.): Mathematics of the 19th Century, vol. 3 (1998)
Levy, D., Tadmor, E.: From semidiscrete to fully discrete: stability of Runge–Kutta schemes by the energy method. SIAM Rev. 40(1), 40–73 (1998)
Mohan Rai, M., Moin, P.: Direct simulations of turbulent flow using finite-difference schemes. J. Comput. Phys. 96(1), 15–53 (1991)
Peyret, R.: Spectral Methods for Incompressible Viscous Flow, vol. 148. Springer, Berlin (2002)
Strikwerda, J.C.: Finite Difference Schemes and Partial Differential Equations, 2nd edn. SIAM, Philadelphia (2004)
Trefethen, L.N.: Finite difference and spectral methods for ordinary and partial differential equations. Unpublished text (1996). http://people.maths.ox.ac.uk/trefethen/pdetext.html
Verstappen, R.W.C.P., Veldman, A.E.P.: Symmetry-preserving discretization of turbulent flow. J. Comput. Phys. 187(1), 343–368 (2003)
Wesseling, P.: Principles of Computational Fluid Dynamics. Springer, Berlin (2001)
Yuan, X., Zhang, Q., Shu, C., Wang, H.: The L\(^2\)-norm stability analysis of Runge–Kutta discontinuous Galerkin methods for linear hyperbolic equations. SIAM J. Numer. Anal. 57(4), 1574–1601 (2019)
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Deriaz, E., Haldenwang, P. Non-linear CFL Conditions Issued from the von Neumann Stability Analysis for the Transport Equation. J Sci Comput 85, 5 (2020). https://doi.org/10.1007/s10915-020-01302-0
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DOI: https://doi.org/10.1007/s10915-020-01302-0