Abstract
We introduce two robust DPG methods for transient convection-diffusion problems. Once a variational formulation is selected, the choice of test norm critically influences the quality of a particular DPG method. It is desirable that a test norm produce convergence of the solution in a norm equivalent to L 2 while producing optimal test functions that can be accurately computed and maintaining good conditioning of the optimal test function solve on highly adaptive meshes. Two such robust norms are introduced and proven to guarantee close to L 2 convergence of the primary solution variable. Numerical experiments demonstrate robust convergence of the two methods.
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References
S.K. Aliabadi, T.E. Tezduyar, Space-time finite element computation of compressible flows involving moving boundaries and interfaces. Comput. Methods Appl. Mech. Eng. 107 (1–2), 209–223 (1993)
J.H. Argyris, D.W. Scharpf, Finite elements in time and space. Nucl. Eng. Des. 10 (4), 456–464 (1969)
C. Carstensen, L.F. Demkowicz, J. Gopalakrishnan, Breaking spaces and forms for the DPG method and applications including Maxwell equations. Technical Report 15-18, ICES (2015)
J.L. Chan, A DPG method for convection-diffusion problems. Ph.D. thesis, University of Texas at Austin, 2013
J.L. Chan, J. Gopalakrishnan, L.F. Demkowicz, Global properties of DPG test spaces for convection-diffusion problems. Technical Report 13-05, ICES (2013)
J.L. Chan, J.A. Evans, W. Qiu, A dual Petrov-Galerkin finite element method for the convection–diffusion equation. Comput. Math. Appl. 68 (11), 1513–1529 (2014). Minimum Residual and Least Squares Finite Element Methods
J. Chan, N. Heuer, T. Bui-Thanh, L. Demkowicz, A robust DPG method for convection-dominated diffusion problems II: adjoint boundary conditions and mesh-dependent test norms. Comput. Math. Appl. 67 (4), 771–795 (2014). High-order Finite Element Approximation for Partial Differential Equations
A. Cohen, W. Dahmen, G. Welper, Adaptivity and variational stabilization for convection-diffusion equations. ESAIM Math. Model. Numer. Anal. 46 (5), 1247–1273 (2012)
W. Dahmen, C. Huang, C. Schwab, G. Welper, Adaptive Petrov-Galerkin methods for first order transport equations. SIAM J. Numer. Anal. 50 (5), 2420–2445 (2012)
L.F. Demkowicz, Various variational formulations and closed range theorem. Technical Report 15-03, ICES (2015)
L.F. Demkowicz, J. Gopalakrishnan, A class of discontinuous Petrov-Galerkin methods. Part II: optimal test functions. Numer. Methods Partial Differ. Equ. 27, 70–105 (2011)
L.F. Demkowicz, J. Gopalakrishnan, An overview of the DPG method, in Recent Developments in Discontinuous Galerkin Finite Element Methods for Partial Differential Equations ed. by X. Feng, O. Karakashian, Y. Xing. IMA Volumes in Mathematics and Its Applications, vol. 157 (Springer, Cham, 2014), pp. 149–180
L.F. Demkowicz, J. Gopalakrishnan, Discontinuous Petrov-Galerkin (DPG) method. Technical Report 15-20, ICES (2015)
L.F. Demkowicz, N. Heuer, Robust DPG method for convection-dominated diffusion problems. SIAM J. Numer. Anal. 51 (5), 1514–2537 (2013)
L.F. Demkowicz, J. Gopalakrishnan, A.H. Niemi, A class of discontinuous Petrov-Galerkin methods. Part III: adaptivity. Appl. Numer. Math. 62 (4), 396–427 (2012)
T.E. Ellis, L.F. Demkowicz, J.L. Chan, Locally conservative discontinuous Petrov-Galerkin finite elements for fluid problems. Comput. Math. Appl. 68 (11), 1530–1549 (2014)
I. Fried, Finite-element analysis of time-dependent phenomena. AIAA J. 7 (6), 1170–1173 (1969)
J. Gopalakrishnan, W. Qiu, An analysis of the practical DPG method. Math. Comput. 83 (286), 537–552 (2014)
T.J.R. Hughes, J.R. Stewart, A space-time formulation for multiscale phenomena. J. Comput. Appl. Math. 74 (1–2), 217–229 (1996)
Z. Kaczkowski, The method of finite space-time elements in dynamics of structures. J. Tech. Phys. 16 (1), 69–84 (1975)
C.M. Klaij, J.J.W. van der Vegt, H. van der Ven, Space-time discontinuous Galerkin method for the compressible Navier-Stokes equations. J. Comput. Phys. 217 (2), 589–611 (2006)
D. Moro, N.C. Nguyen, J. Peraire, A hybridized discontinuous Petrov-Galerkin scheme for compressible flows. Master’s thesis, Massachusetts Institute of Technology, 2011
A.H. Niemi, N.O. Collier, V.M. Calo, Automatically stable discontinuous Petrov-Galerkin methods for stationary transport problems: quasi-optimal test space norm. Comput. Math. Appl. 66 (10), 2096–2113 (2013)
A.H. Niemi, N.O. Collier, V.M. Calo, Discontinuous Petrov-Galerkin method based on the optimal test space norm for steady transport problems in one space dimension. J. Comput. Sci. 4 (3), 157–163 (2013)
J.T. Oden, A general theory of finite elements. II. Applications. Int. J. Numer. Methods Eng. 1 (3), 247–259 (1969)
S. Rhebergen, B. Cockburn, A space-time hybridizable discontinuous Galerkin method for incompressible flows on deforming domains. J. Comput. Phys. 231 (11), 4185–4204 (2012)
S. Rhebergen, B. Cockburn, J.J.W. Van Der Vegt, A space-time discontinuous Galerkin method for the incompressible Navier-Stokes equations. J. Comput. Phys. 233, 339–358 (2013)
H.G. Roos, M. Stynes, L. Tobiska, Robust Numerical Methods for Singularly Perturbed Differential Equations. Springer Series in Computational Mathematics, vol. 24, 2nd edn. (Springer, Berlin, 2008)
T.E. Tezduyar, M. Behr, J. Liou, A new strategy for finite element computations involving moving boundaries and interfaces—the deforming-spatial-domain/space-time procedure: I. The concept and the preliminary numerical tests. Comput. Methods Appl. Mech. Eng. 94 (3), 339–351 (1992)
J.J.W. van der Vegt, H. van der Ven, Space-time discontinuous Galerkin finite element method with dynamic grid motion for inviscid compressible flows: I. General formulation. J. Comput. Phys. 182 (2), 546–585 (2002)
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Ellis, T., Chan, J., Demkowicz, L. (2016). Robust DPG Methods for Transient Convection-Diffusion. In: Barrenechea, G., Brezzi, F., Cangiani, A., Georgoulis, E. (eds) Building Bridges: Connections and Challenges in Modern Approaches to Numerical Partial Differential Equations. Lecture Notes in Computational Science and Engineering, vol 114. Springer, Cham. https://doi.org/10.1007/978-3-319-41640-3_6
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