Abstract
In this work, we apply a time-space adaptive discontinuous Galerkin method using the elliptic reconstruction technique with a robust (in Péclet number) elliptic error estimator in space, for the convection dominated parabolic problems with non-linear reaction mechanisms. We derive a posteriori error estimators in the \(L^{\infty }(L^2)+L^2(H^1)\)-type norm using backward Euler in time and discontinuous Galerkin (symmetric interior penalty Galerkin) in space. Numerical results for advection dominated reactive transport problems in homogeneous and heterogeneous media demonstrate the performance of the time-space adaptive algorithm.
Similar content being viewed by others
References
Arnold, D., Brezzi, F., Cockborn, B., Marini, L.: Unified analysis of discontinuous Galerkin methods for elliptic problems. SIAM J. Numer. Anal. 39, 1749–1779 (2002). doi:10.1137/S0036142901384162
Ayuso, B., Marini, L.D.: Discontinuous Galerkin methods for advection-diffusion-reaction problems. SIAM J. Numer. Anal. 47, 1391–1420 (2009). doi:10.1137/080719583
Bänsch, E., Karakatsani, F., Makridakis, C.: The effect of mesh modification in time on the error control of fully discrete approximations for parabolic equations. Appl. Numer. Math. 67, 35–63 (2013). doi:10.1016/j.apnum.2011.08.008
Bastian, P., Engwer, C., Fahlke, J., Ippisch, O.: An unfitted discontinuous Galerkin method for porescale simulations of solute transport. Math. Comput. Simul. 81(10), 2051–2061 (2011). doi:10.1016/j.matcom.2010.12.024
Bause, M., Schwegler, K.: Analysis of stabilized higher-order finite element approximation of nonstationary and non-linear convection-diffusion-reaction equations. Comput. Methods Appl. Mech. Eng. 209–212, 184–196 (2012). doi:10.1016/j.cma.2011.10.004
Bause, M., Schwegler, K.: Higher order finite element approximation of systems of convection-diffusion-reaction equations with small diffusion. J. Comput. Appl. Math. 246, 52–64 (2013). doi:10.1016/j.cam.2012.07.005
Bürger, R., Sepùlveda, M., Voitovich, T.: On the Proriol-Koornwinder-Dubiner hierarchical orthogonal polynomial basis for the DG-FEM, http://www.ing-mat.udec.cl/rburger/papers/AML (2009). Accessed 26 Sept 2014
Cangiani, A., Georgoulis, E.H., Metcalfe, S.: Adaptive discontinuous Galerkin methods for nonstationary convection-diffusion problems. IMA J. Numer. Anal. 34, 1578–1597 (2014). doi:10.1093/imanum/drt052
Castillo, P.: Performance of discontinuous Galerkin methods for elliptic PDEs. SIAM J. Sci. Comput. 24, 524–547 (2002). doi:10.1137/S1064827501388339
Castro, C.E., Käser, M., Toro, E.F.: Spacetime adaptive numerical methods for geophysical applications. Philos. Trans. R. Soc. Lond. Ser. A Math. Phys. Eng. Sci. 367, 4613–4631 (2009). doi:10.1098/rsta.2009.0158
Di Pietro, D.A., Vohralik, M.: A review of recent advances in discretization methods, a posteriori error analysis, and adaptive algorithms for numerical modeling in geosciences. Oil Gas Sci. Technol. 69, 701–729 (2013). doi:10.2516/ogst/2013158
Dobrev, V.A., Lazarov, R.D., Zikatanov, L.T.: Preconditioning of symmetric interior penalty discontinuous Galerkin FEM for elliptic problems. In: Domain decomposition methods in science and engineering XVII, Lecture Notes in Computer Science and Engineering, vol. 60, pp. 33–44. Springer (2008)
Epshteyn, Y., Rivière, B.: Estimation of penalty parameters for symmetric interior penalty Galerkin methods. J. Comput. Appl. Math. 206, 843–872 (2007). doi:10.1016/j.cam.2006.08.029
Epshteyn, Y., Rivière, B.: Convergence of high order methods for miscible displacement. Int. J. Numer. Anal. Model. 5, 47–63 (2008)
Houston, P., Schwab, C., Süli, E.: Discontinuous hp-finite element methods for advection-diffusion-reaction problems. SIAM J. Numer. Anal. 39, 2133–2163 (2002). doi:10.1137/S0036142900374111
Klieber, W., Rivière, B.: Adaptive simulations of two-phase flow by discontinuous Galerkin methods. Comput. Methods Appl. Mech. Eng. 196(1–3), 404–419 (2006). doi:10.1016/j.cma.2006.05.007
Makridakis, C., Nochetto, R.H.: Elliptic reconstruction and a posteriori error estimates for parabolic problems. SIAM J. Numer. Anal. 41(4), 1585–1594 (2003). doi:10.1137/S0036142902406314
Proft, J., Rivière, B.: Discontinuous Galerkin methods for convection-diffusion equations for varying and vanishing diffusivity. Int. J. Numer. Anal. Model 6(4), 533–561 (2009)
Rivière, B.: Discontinuous Galerkin methods for solving elliptic and parabolic equations. SIAM, Theory and implementation (2008)
Rivière, B.: Discontinuous finite element methods for coupled surface-subsurface flow and transport problems. IMA Volumes in Mathematics and its Applications: Recent Developments in Discontinuous Galerkin Finite Element Methods for Partial Differential Equations, Springer. pp. 259–279 (2013), doi:10.1007/978-3-319-01818-8_11
Schötzau, D., Zhu, L.: A robust a-posteriori error estimator for discontinuous Galerkin methods for convection-diffusion equations. Appl. Numer. Math. 59, 2236–2255 (2009). doi:10.1016/j.apnum.2008.12.014
Sun, S., Wheeler, M.F.: L2(H1) norm a posteriori error estimation for discontinuous Galerkin approximations of reactive transport problems. J. Sci. Comput. 22–23(1–3), 501–530 (2005). doi:10.1007/s10915-004-4148-2
Tambue, A., Lord, G.J., Geiger, S.: An exponential integrator for advection-dominated reactive transport in heterogeneous porous media. J. Comput. Phys. 229, 3957–3969 (2010). doi:10.1016/j.jcp.2010.01.037
Uzunca, M., Karasözen, B., Manguoǧlu, M.: Adaptive discontinuous Galerkin methods for non-linear diffusion-convection-reaction equations. Comput. Chem. Eng. 68, 24–37 (2014). doi:10.1016/j.compchemeng.2014.05.002
Van Slingerland, P., Vuik, C.: Fast linear solver for diffusion problems with applications to pressure computation in layered domains. Comput. Geosci. 18, 345–356 (2014). doi:10.1007/s10596-014-9400-8
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Karasözen, B., Uzunca, M. Time-space adaptive discontinuous Galerkin method for advection-diffusion equations with non-linear reaction mechanism. Int J Geomath 5, 255–288 (2014). https://doi.org/10.1007/s13137-014-0067-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13137-014-0067-z
Keywords
- Non-linear diffusion-convection reaction
- Discontinuous Galerkin
- Time-space adaptivity
- Elliptic reconstruction
- A posteriori error estimates