Abstract
The discontinuous Galerkin method is compared with MUSCL-type schemes. The description and the analysis of the schemes are presented by using the solution of the linear advection equation as an example. The techniques for a generalization of these schemes to the case of solving nonlinear and multidimensional problems are considered. The correlation between the discontinuous Galerkin method and MUSCL-type schemes, as well as their distinctive features, are revealed. The criteria of the accuracy and the efficiency of the schemes as applied to problems of various classes are discussed.
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B. Cockburn, G. E. Karniadakis, and C.-W. Shu, “The development of discontinuous Galerkin methods,” in Discontinuous Galerkin Methods. Theory, Computation and Applications, vol. 11 of Lecture Notes in Computational Science and Engineering (Springer, 2000), pp. 3–50.
B. Cockburn and C.-W. Shu, “Runge-Kutta discontinuous Galerkin methods for convection-dominated problems,” J. Sci. Comput. 16, 173–261 (2001).
M. Dumbser, “Building blocks for arbitrary high order discontinuous Galerkin schemes,” J. Sci. Comput. 27, 215–230 (2006).
L. Krivodonova, “Limiters for high-order discontinuous Galerkin methods,” J. Comput. Phys. 226, 879–896 (2007).
X. Zhong and C.-W. Shu, “A simple weighted nonoscillatory limiter for Runge-Kutta discontinuous Galerkin methods,” J. Comput. Phys. 232, 397–415 (2013).
M. E. Ladonkina, O. A. Neklyudova, and V. F. Tishkin, “Application of the RKDG method for gas dynamics problems,” Math. Models Comput. Simul. 6, 397–407 (2014).
Y. Cheng and C.-W. Shu, “Superconvergence and time evolution of discontinuous Galerkin finite element solutions,” J. Comput. Phys. 227, 9612–9627 (2008).
X. Meng, C.-W. Shu, Q. Zhang, and B. Wu, “Superconvergence of discontinuous Galerkin method for scalar nonlinear conservation laws in one space dimension,” SIAM J. Numer. Anal. 50, 2336–2356 (2012).
B. van Leer, “Towards the ultimate conservative difference scheme. I. The quest for monotonicity,” Lect. Notes Phys. 18, 163–168 (1973).
B. van Leer, “Towards the ultimate conservative difference scheme. II. Monotonicity and conservation combined in a second-order scheme,” J. Comput. Phys. 14, 361–370 (1974).
B. van Leer, “Towards the ultimate conservative difference scheme. III. Upstream-centered finite-difference schemes for ideal compressible flow,” J. Comput. Phys. 23, 263–275 (1977).
B. van Leer, “Towards the ultimate conservative difference scheme. IV. A new approach to numerical convection,” J. Comput. Phys. 23, 276–299 (1977).
B. van Leer, “Towards the ultimate conservative difference scheme. V. A second-order sequel to Godunov’s method,” J. Comput. Phys. 32, 101–136 (1979).
V. P. Kolgan, “Application of the principle of minimizing the derivative to the construction of finite-difference schemes for computing discontinuous solutions of gas dynamics,” J. Comput. Phys. 230, 2384–2390 (2011).
A. Harten, “High resolution schemes for hyperbolic conservation laws,” J. Comput. Phys. 49, 357–393 (1983).
P. L. Roe, “Some contributions to the modelling of discontinuous flows,” in Proceedings of the AMS/SIAM Seminar on Large Scale Computation in Fluid Mechanics, San Diego, 1983.
R. F. Warming and R. W. Beam, “Upwind second order difference scheme with applications in aerodynamic flows,” AIAA J. 3, 176–189 (1968).
P. D. Lax and B. Wendroff, “Systems of Conservation Laws,” Pure Appl. Math. 13, 217–237 (1960).
J. E. Fromm, “A method for reducing dispersion in convective difference schemes,” J. Comput. Phys. 3, 176–189 (1968).
C.-W. Shu and S. Osher, “Efficient implementation of essentially non-oscillatory shock-capturing schemes,” J. Comput. Phys. 77, 439–471 (1988).
G. D. van Albada, B. van Leer, and W. W. Roberts, “A comparative study of computational methods in cosmic gas dynamics,” Astron. Astrophys. 108, 76–84 (1982).
A. V. Rodionov, “Monotonic scheme of the second order of approximation for the continuous calculation of non-equilibrium flows,” USSR Comput. Math. Math. Phys. 27, 175–180 (1987).
H. T. Huynh, “An upwind moment scheme for conservation laws,” in Computational Fluid Dynamics 2004 (Springer, Berlin, 2006), pp. 761–766.
Y. Suzuki and B. van Leer, “An analysis of the upwind moment scheme and its extension to systems of nonlinear hyperbolic-relaxation equations,” AIAA Paper No. 2007-4468 (2007).
M. Ya. Ivanov and A. N. Kraiko, “The approximation of discontinuous solutions by using through calculation difference schemes,” USSR Comput. Math. Math. Phys. 18, 259–262 (1978).
V. V. Ostapenko, “Convergence of finite-difference schemes behind a shock front,” Comput. Math. Math. Phys. 37, 1161–1172 (1997).
O. A. Kovyrkina and V. V. Ostapenko, “On the practical accuracy of shock-capturing schemes,” Math. Models Comput. Simul. 6, 183–191 (2014).
C.-W. Shu and S. Osher, “Efficient implementation of essentially non-oscillatory shock-capturing schemes II,” J. Comput. Phys. 83, 32–78 (1989).
H. T. Huynh, “Accurate upwind methods for the Euler equations,” SIAM J. Numer. Anal. 32, 1565–1619 (1995).
A. Suresh and H. T. Huynh, “Accurate monotonicity-preserving schemes with Runge-Kutta time step-ping,” J. Comput. Phys. 136, 83–99 (1976).
A. V. Rodionov, “A comparison of the CABARET and MUSCL-type schemes,” Math. Models Comput. Simul. 6, 203–225 (2014).
P. R. Woodward and P. Colella, “The numerical simulation of two-dimensional fluid flow with strong shocks,” J. Comput. Phys. 54, 115–173 (1984).
A. V. Rodionov and I. Yu. Tagirova, “Artificial viscosity in Godunov’ type schemes as a method of “carbuncle” instability suppression,” VANT, Ser.: Mat. Mod. Fiz. Proc., No. 2, 3–11 (2015).
I. Yu. Tagirova and A. V. Rodionov, “Application of artificial viscosity for suppressing the carbuncle phenomenon in Godunov-type schemes,” Mat. Model. 27 (10), 47–64 (2015).
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Original Russian Text © A.V. Rodionov, 2015, published in Matematicheskoe Modelirovanie, 2015, Vol. 27, No. 10, pp. 96–116.
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Rodionov, A.V. Correlation between the discontinuous Galerkin method and MUSCL-type schemes. Math Models Comput Simul 8, 285–300 (2016). https://doi.org/10.1134/S207004821603008X
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DOI: https://doi.org/10.1134/S207004821603008X