Abstract
In the hyperbolic research community, there exists the strong belief that a continuous Galerkin scheme is notoriously unstable and additional stabilization terms have to be added to guarantee stability. In the first part of the series [6], the application of simultaneous approximation terms for linear problems is investigated where the boundary conditions are imposed weakly. By applying this technique, the authors demonstrate that a pure continuous Galerkin scheme is indeed linearly stable if the boundary conditions are imposed in the correct way. In this work, we extend this investigation to the nonlinear case and focus on entropy conservation. By switching to entropy variables, we provide an estimation of the boundary operators also for nonlinear problems, that guarantee conservation. In numerical simulations, we verify our theoretical analysis.
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Abgrall, R.: Residual distribution schemes: current status and future trends. Comput. Fluids 35(7), 641–669 (2006)
Abgrall, R.: High order schemes for hyperbolic problems using globally continuous approximation and avoiding mass matrices. J. Sci. Comput. 73(2/3), 461–494 (2017)
Abgrall, R.: A general framework to construct schemes satisfying additional conservation relations. Application to entropy conservative and entropy dissipative schemes. J. Comput. Phys. 372, 640–666 (2018)
Abgrall, R., Bacigaluppi, P., Tokareva, S.: A high-order nonconservative approach for hyperbolic equations in fluid dynamics. Comput. Fluids 169, 10–22 (2018)
Abgrall, R., Meledo, E.l., Oeffner, P.: On the connection between residual distribution schemes and flux reconstruction. arXiv:1807.01261 (2018)
Abgrall, R., Nordström, J., Öffner, P., Tokareva, S.: Analysis of the SBP-SAT stabilization for finite element methods part I: linear problems. arXiv:1912.08108 (2019)
Abgrall, R., Öffner, P., Ranocha, H.: Reinterpretation and extension of entropy correction terms for residual distribution and discontinuous Galerkin schemes. arXiv:1908.04556 (2019)
Abgrall, R., Roe, P.L.: High order fluctuation schemes on triangular meshes. J. Sci. Comput. 19(1/2/3), 3–36 (2003)
Burman, E., Hansbo, P.: Edge stabilization for Galerkin approximations of convection-diffusion-reaction problems. Comput. Methods Appl. Mech. Eng. 193(15/16), 1437–1453 (2004)
Chen, T., Shu, C.-W.: Entropy stable high order discontinuous Galerkin methods with suitable quadrature rules for hyperbolic conservation laws. J. Comput. Phys. 345, 427–461 (2017)
Chen, T., Shu, C.-W.: Review of entropy stable discontinuous Galerkin methods for systems of conservation laws on unstructured simplex meshes. CSIAM Trans. Appl. Math. 1, 1–52 (2020)
Deconinck, H., Sermeus, K., Abgrall, R.: Status of multidimensional upwind distribution schemes and applications in aeronautics. AIAA Pap. 4079, 2007 (2000)
Ern, A., Guermond, J.-L.: Discontinuous Galerkin methods for Friedrichs’ systems. I. General theory. SIAM J. Numer. Anal. 44(2), 753–778 (2006)
Fernández, D.C.D.R., Hicken, J.E., Zingg, D.W.: Review of summation-by-parts operators with simultaneous approximation terms for the numerical solution of partial differential equations. Comput. Fluids 95, 171–196 (2014)
Fisher, T.C., Carpenter, M.H.: High-order entropy stable finite difference schemes for nonlinear conservation laws: finite domains. Technical Report NASA/TM-2013-217971, NASA, NASA Langley Research Center, Hampton, VA 23681-2199, United States (2013)
Friedrich, L., Schnücke, G., Winters, A.R., Fernández, D.C.D.R., Gassner, G.J., Carpenter, M.H.: Entropy stable space-time discontinuous Galerkin schemes with summation-by-parts property for hyperbolic conservation laws. J. Sci. Comput. 80(1), 175–222 (2019)
Friedrichs, K.O.: Symmetric positive linear differential equations. Commun. Pure Appl. Math. 11(3), 333–418 (1958)
Gassner, G.J.: A skew-symmetric discontinuous Galerkin spectral element discretization and its relation to SBP-SAT finite difference methods. SIAM J. Sci. Comput. 35(3), A1233–A1253 (2013)
Gassner, G.J., Winters, A.R., Kopriva, D.A.: A well balanced and entropy conservative discontinuous Galerkin spectral element method for the shallow water equations. Appl. Math. Comput. 272, 291–308 (2016)
Glaubitz, J., Öffner, P., Ranocha, H., Sonar, T.: Artificial viscosity for correction procedure via reconstruction using summation-by-parts operators. In: XVI International Conference on Hyperbolic Problems: Theory, Numerics, Applications, pp 363–375. Springer, New York (2016)
Godlewski, E., Raviart, P.-A.: Hyperbolic Systems of Conservation Laws. Ellipses, Oxford (1991)
Gottlieb, S., Ketcheson, D.I., Shu, C.-W.: Strong Stability Preserving Runge-Kutta and Multistep Time Discretizations. World Scientific, Singapore (2011)
Harten, A.: On the symmetric form of systems of conservation laws with entropy. J. Comput. Phys. 49, 151–164 (1983)
Johnson, C., Nävert, U., Pitkäranta, J.: Finite element methods for linear hyperbolic problems. Comput. Methods Appl. Mech. Eng. 45, 285–312 (1984)
Ketcheson, D.I.: Relaxation Runge-Kutta methods: conservation and stability for inner-product norms. SIAM J. Numer. Anal. 57(6), 2850–2870 (2019)
Lax, P.D.: Shock waves and entropy. In: Zarantonello, E.H. (ed) Contributions to Nonlinear Functional Analysis, pp. 603–634. Mathematics Research Center, University of Madison, Academic Press, Cambridge (1971)
Mock, M.S.: Systems of conservation laws of mixed type. J. Differ. Equ. 37(1), 70–88 (1980)
Nordström, J.: Conservative finite difference formulations, variable coefficients, energy estimates and artificial dissipation. J. Sci. Comput. 29(3), 375–404 (2006)
Nordström, J.: A roadmap to well posed and stable problems in computational physics. J. Sci. Comput. 71(1), 365–385 (2017)
Nordström, J., La Cognata, C.: Energy stable boundary conditions for the nonlinear incompressible Navier–Stokes equations. Math. Comput. 88(316), 665–690 (2019)
Nordström, J., Lundquist, T.: Summation-by-parts in time. J. Comput. Phys. 251, 487–499 (2013)
Öffner, P.: Error boundedness of correction procedure via reconstruction/flux reconstruction. arXiv:1806.01575 (2019)
Öffner, P., Glaubitz, J., Ranocha, H.: Analysis of artificial dissipation of explicit and implicit time-integration methods. Int. J. Numer Anal. Model. 17(3), 332–349 (2020)
Öffner, P., Glaubitz, J., Ranocha, H.: Stability of correction procedure via reconstruction with summation-by-parts operators for Burgers’ equation using a polynomial chaos approach. ESAIM Math. Model. Numer. Anal. 52(6), 2215–2245 (2018)
Öffner, P., Hendrik, R.: Error boundedness of discontinuous Galerkin methods with variable coefficients. J. Sci. Comput. 79, 1572–1607 (2019)
Ranocha, H., Öffner, P., Sonar, T.: Summation-by-parts operators for correction procedure via reconstruction. J. Comput. Phys. 311, 299–328 (2016)
Ricchiuto, M., Abgrall, R.: Explicit Runge-Kutta residual distribution schemes for time dependent problems: second order case. J. Comput. Phys. 229(16), 5653–5691 (2010)
Svärd, M., Nordström, J.: Review of summation-by-parts schemes for initial-boundary-value problems. J. Comput. Phys. 268, 17–38 (2014)
Tadmor, E.: The numerical viscosity of entropy stable schemes for systems of conservation laws. I. Math. Comput. 49(179), 91–103 (1987)
Acknowledgements
P.Öffner has been funded by the SNF Grant (Number 200021_175784) and by the UZH Postdoc grant. This research was initiated by a first visit of JN at UZH, and really started during ST postdoc at UZH. This postdoc was funded by an SNF Grant 200021_153604. The Los Alamos unlimited release number is LA-UR-19-32411.
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Abgrall, R., Nordström, J., Öffner, P. et al. Analysis of the SBP-SAT Stabilization for Finite Element Methods Part II: Entropy Stability. Commun. Appl. Math. Comput. 5, 573–595 (2023). https://doi.org/10.1007/s42967-020-00086-2
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DOI: https://doi.org/10.1007/s42967-020-00086-2
Keywords
- Continuous Galerkin
- Entropy stability
- Simultaneous approximation terms
- Initial-boundary value problem
- Hyperbolic conservation laws