ADER-WAF methods were first introduced by researchers E.F. Toro and V.A. Titarev. The linear stability criterion for the model equation for the ADER-WAF schemes is
, where
denotes the Courant-Friedrichs-Lewy (CFL) coefficient. Toro and Titarev employed
for their experiments. Nonetheless, we noted that the experiments conducted in this study with
produced solutions exhibiting spurious oscillations, particularly in the high-order ADER-WAF schemes. The homogeneous one-dimensional (1D) non-linear Shallow Water Equations (SWEs) are the subject of these experiments, specifically the solution of the Riemann Problem (RP) associated with the SWEs. The investigation was conducted on four test problems to evaluate the ADER-WAF schemes of second, third, fourth, and fifth order of accuracy. Each test problem constitutes a RP characterized by different wave patterns in its solution. This research has two primary objectives. We begin by illustrating the procedure for implementing the ADER-WAF schemes for the SWEs, providing the required relations. Afterward, following comprehensive testing, we present the range for the CFL coefficient for each test that yields solutions with diminished or eliminated spurious oscillations.
References
[1]
Kinnmark, I. (1986) The Shallow Water Wave Equations: Formulation, Analysis and Application. Springer-Verlag. https://doi.org/10.1007/978-3-642-82646-7
[2]
Stoker, J.J. (1957) Water Waves: The Mathematical Theory with Applications. Inter-science Publishers. https://doi.org/10.1007/978-3-642-82646-7
[3]
Toro, E.F. (2009) Riemann Solvers and Numerical Methods for Fluid Dynamics—A Practical Introduction. 3rd Edition, Springer-Verlag. https://doi.org/10.1007/b79761
[4]
Toro, E.F. (2001) Shock-Capturing Methods for Free-Surface Shallow Flows. Wiley and Sons Ltd.
[5]
LeVeque, R.J. (2002) Finite Volume Methods for Hyperbolic Problems. Cambridge University Press. https://doi.org/10.1017/cbo9780511791253
Gousidou-Koutita, M. (2008) Numerical Methods with Applications to Ordinary and Partial Differential Equations. Lecture Notes for Postgraduate Studies, Aristotle University of Thessaloniki.
[8]
Harten, A. (1983) High Resolution Schemes for Hyperbolic Conservation Laws. JournalofComputationalPhysics, 49, 357-393. https://doi.org/10.1016/0021-9991(83)90136-5
[9]
Harten, A. (1984) On a Class of High Resolution Total-Variation-Stable Finite-Difference Schemes. SIAMJournalonNumericalAnalysis, 21, 1-23. https://doi.org/10.1137/0721001
[10]
Harten, A., Osher, S., Engquist, B. and Chakravarthy, S.R. (1986) Some Results on Uniformly High-Order Accurate Essentially Nonoscillatory Schemes. AppliedNumericalMathematics, 2, 347-377. https://doi.org/10.1016/0168-9274(86)90039-5
[11]
Harten, A. and Osher, S. (1987) Uniformly High-Order Accurate Nonoscillatory Schemes. I. SIAMJournalonNumericalAnalysis, 24, 279-309. https://doi.org/10.1137/0724022
[12]
Harten, A., Engquist, B., Osher, S. and Chakravarthy, S.R. (1987) Uniformly High Order Accurate Essentially Non-Oscillatory Schemes, III. JournalofComputationalPhysics, 71, 231-303. https://doi.org/10.1016/0021-9991(87)90031-3
[13]
Shu, C. and Osher, S. (1988) Efficient Implementation of Essentially Non-Oscillatory Shock-Capturing Schemes. JournalofComputationalPhysics, 77, 439-471. https://doi.org/10.1016/0021-9991(88)90177-5
[14]
Shu, C. and Osher, S. (1989) Efficient Implementation of Essentially Non-Oscillatory Shock-Capturing Schemes, II. JournalofComputationalPhysics, 83, 32-78. https://doi.org/10.1016/0021-9991(89)90222-2
[15]
Liu, X., Osher, S. and Chan, T. (1994) Weighted Essentially Non-Oscillatory Schemes. JournalofComputationalPhysics, 115, 200-212. https://doi.org/10.1006/jcph.1994.1187
[16]
Jiang, G. and Shu, C. (1996) Efficient Implementation of Weighted ENO Schemes. JournalofComputationalPhysics, 126, 202-228. https://doi.org/10.1006/jcph.1996.0130
[17]
Balsara, D.S. and Shu, C. (2000) Monotonicity Preserving Weighted Essentially Non-Oscillatory Schemes with Increasingly High Order of Accuracy. JournalofComputationalPhysics, 160, 405-452. https://doi.org/10.1006/jcph.2000.6443
[18]
Toro, E.F., Millington, R.C. and Nejad, L.A.M. (2001) Towards Very High Order Godunov Schemes. In: Toro, E.F., Ed., GodunovMethods, Springer, 907-940. https://doi.org/10.1007/978-1-4615-0663-8_87
[19]
Toro, E.F. and Titarev, V.A. (2002) Solution of the Generalized Riemann Problem for Advection-Reaction Equations. ProceedingsoftheRoyalSocietyofLondon.SeriesA:Mathematical, PhysicalandEngineeringSciences, 458, 271-281. https://doi.org/10.1098/rspa.2001.0926
[20]
Titarev, V.A. and Toro, E.F. (2002) ADER: Arbitrary High Order Godunov Approach. JournalofScientificComputing, 17, 609-618. https://doi.org/10.1023/a:1015126814947
[21]
Toro, E.F. and Titarev, V.A. (2005) ADER Schemes for Scalar Non-Linear Hyperbolic Conservation Laws with Source Terms in Three-Space Dimensions. JournalofComputationalPhysics, 202, 196-215. https://doi.org/10.1016/j.jcp.2004.06.014
[22]
Titarev, V.A. and Toro, E.F. (2005) ADER Schemes for Three-Dimensional Non-Linear Hyperbolic Systems. JournalofComputationalPhysics, 204, 715-736. https://doi.org/10.1016/j.jcp.2004.10.028
[23]
Toro, E.F. and Titarev, V.A. (2005) TVD Fluxes for the High-Order ADER Schemes. JournalofScientificComputing, 24, 285-309. https://doi.org/10.1007/s10915-004-4790-8
[24]
Toro, E.F. and Titarev, V.A. (2006) Derivative Riemann Solvers for Systems of Conservation Laws and ADER Methods. JournalofComputationalPhysics, 212, 150-165. https://doi.org/10.1016/j.jcp.2005.06.018
[25]
Busto, S., Chiocchetti, S., Dumbser, M., Gaburro, E. and Peshkov, I. (2020) High Order ADER Schemes for Continuum Mechanics. FrontiersinPhysics, 8, Article 32. https://doi.org/10.3389/fphy.2020.00032
[26]
Godunov, S.K. (1959) Finite Difference Methods for the Computation of Discontinu-ous Solutions of the Equations of Fluid Dynamics. MatematicheskiiSbornik, 47, 271-306.
[27]
Dumbser, M. and Munz, C. (2005) Building Blocks for Arbitrary High Order Discontinuous Galerkin Schemes. JournalofScientificComputing, 27, 215-230. https://doi.org/10.1007/s10915-005-9025-0
[28]
Fambri, F., Dumbser, M. and Zanotti, O. (2017) Space-Time Adaptive ADER-DG Schemes for Dissipative Flows: Compressible Navier-Stokes and Resistive MHD Equations. ComputerPhysicsCommunications, 220, 297-318. https://doi.org/10.1016/j.cpc.2017.08.001
[29]
Toro, E.F. (1989) A Weighted Average Flux Method for Hyperbolic Conservation Laws. ProceedingsoftheRoyalSocietyofLondon. SeriesA, MathematicalandPhysicalSciences, 423, 401-418. https://doi.org/10.1098/rspa.1989.0062
[30]
Toro, E.F. (1992) The Weighted Average Flux Method Applied to the Euler Equations. Philosophical Transactions. PhysicalSciencesandEngineering, 341, 499-530. https://doi.org/10.1098/rsta.1992.0113
[31]
Shu, C. (1998) Essentially Non-Oscillatory and Weighted Essentially Non-Oscillatory Schemes for Hyperbolic Conservation Laws. In: Quarteroni, A., Ed., Advanced Numerical Approximation of Nonlinear Hyperbolic Equations, Springer, 325-432. https://doi.org/10.1007/bfb0096355
[32]
Shu, C. (2020) Essentially Non-Oscillatory and Weighted Essentially Non-Oscillatory Schemes. ActaNumerica, 29, 701-762. https://doi.org/10.1017/s0962492920000057
[33]
Titarev, V.A. and Toro, E.F. (2006) Analysis of ADER and ADER-WAF Schemes. IMAJournalofNumericalAnalysis, 27, 616-630. https://doi.org/10.1093/imanum/drl033
[34]
Lax, P. and Wendroff, B. (1960) Systems of Conservation Laws. CommunicationsonPureandAppliedMathematics, 13, 217-237. https://doi.org/10.1002/cpa.3160130205
[35]
Roe, P.-L. and Pike, J. (1984) Efficient Construction and Utilisation of Approximate Riemann Solutions. ProceedingsoftheSixthInternationalSymposiumonComputingMethodsinAppliedSciencesandEngineering, Versailles, 12-16 December 1983, 499-518.
[36]
Harten, A., Lax, P.D. and van Leer, B. (1983) On Upstream Differencing and Godunov-Type Schemes for Hyperbolic Conservation Laws. SIAMReview, 25, 35-61. https://doi.org/10.1137/1025002
[37]
Roe, P.-L. (1985) Some Contributions to the Modelling of Discontinuous Flows. ProceedingsoftheFifteenthSummerSeminaronAppliedMathematics, La Jolla, 27 June-8 July 1983, 163-193. https://ui.adsabs.harvard.edu/abs/1985ams..conf..163R
Stampolidis, P. and Gousidou-Koutita, M.C. (2024) A Numerical Study of Riemann Problem Solutions for the Homogeneous One-Dimensional Shallow Water Equations. AppliedMathematics, 15, 765-817. https://doi.org/10.4236/am.2024.1511044