Skip to main content
Erschienen in: Journal of Scientific Computing 2/2018

07.10.2017

Higher Order Finite Volume Central Schemes for Multi-dimensional Hyperbolic Problems

verfasst von: Prabal Singh Verma, Wolf-Christian Müller

Erschienen in: Journal of Scientific Computing | Ausgabe 2/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Different ways of implementing dimension-by-dimension CWENO reconstruction are discussed and the most efficient method is applied to develop a fourth order accurate finite volume central scheme for multi-dimensional hyperbolic problems. Fourth order accuracy and shock capturing nature of the scheme are demonstrated in various nonlinear multi-dimensional problems. In order to show the overall performance of the present central scheme numerical errors and non-oscillatory behavior are compared with existing multi-dimensional CWENO based central schemes for various multi-dimensional problems. Moreover, the benefits of the present fourth order central scheme over third order implementation are shown by comparing the numerical dissipation and computational cost between the two.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Balbás, J., Tadmor, E.: Nonoscillatory central schemes for one-and two-dimensional magnetohydrodynamics equations. II: High-order semidiscrete schemes. SIAM J. Sci. Comput. 28(2), 533–560 (2006)MathSciNetMATHCrossRef Balbás, J., Tadmor, E.: Nonoscillatory central schemes for one-and two-dimensional magnetohydrodynamics equations. II: High-order semidiscrete schemes. SIAM J. Sci. Comput. 28(2), 533–560 (2006)MathSciNetMATHCrossRef
2.
Zurück zum Zitat Bianco, F., Puppo, G., Russo, G.: High-order central schemes for hyperbolic systems of conservation laws. SIAM J. Sci. Comput. 21(1), 294–322 (1999)MathSciNetMATHCrossRef Bianco, F., Puppo, G., Russo, G.: High-order central schemes for hyperbolic systems of conservation laws. SIAM J. Sci. Comput. 21(1), 294–322 (1999)MathSciNetMATHCrossRef
3.
Zurück zum Zitat Bryson, S., Levy, D.: High-order semi-discrete central-upwind schemes for multi-dimensional Hamilton–Jacobi equations. J. Comput. Phys. 189(1), 63–87 (2003)MathSciNetMATHCrossRef Bryson, S., Levy, D.: High-order semi-discrete central-upwind schemes for multi-dimensional Hamilton–Jacobi equations. J. Comput. Phys. 189(1), 63–87 (2003)MathSciNetMATHCrossRef
4.
Zurück zum Zitat Buchmüller, P., Helzel, C.: Improved accuracy of high-order WENO finite volume methods on cartesian grids. J. Sci. Comput. 61(2), 343–368 (2014)MathSciNetMATHCrossRef Buchmüller, P., Helzel, C.: Improved accuracy of high-order WENO finite volume methods on cartesian grids. J. Sci. Comput. 61(2), 343–368 (2014)MathSciNetMATHCrossRef
5.
Zurück zum Zitat Cai, L., Feng, J.-H., Xie, W.-X.: A CWENO-type central-upwind scheme for ideal MHD equations. Appl. Math. Comput. 168(1), 600–612 (2005)MathSciNetMATH Cai, L., Feng, J.-H., Xie, W.-X.: A CWENO-type central-upwind scheme for ideal MHD equations. Appl. Math. Comput. 168(1), 600–612 (2005)MathSciNetMATH
6.
Zurück zum Zitat Capdeville, G.: A central WENO scheme for solving hyperbolic conservation laws on non-uniform meshes. J. Comput. Phys. 227(5), 2977–3014 (2008)MathSciNetMATHCrossRef Capdeville, G.: A central WENO scheme for solving hyperbolic conservation laws on non-uniform meshes. J. Comput. Phys. 227(5), 2977–3014 (2008)MathSciNetMATHCrossRef
7.
Zurück zum Zitat Capdeville, G.: A high-order multi-dimensional HLL-Riemann solver for non-linear euler equations. J. Comput. Phys. 230(8), 2915–2951 (2011)MathSciNetMATHCrossRef Capdeville, G.: A high-order multi-dimensional HLL-Riemann solver for non-linear euler equations. J. Comput. Phys. 230(8), 2915–2951 (2011)MathSciNetMATHCrossRef
8.
Zurück zum Zitat Castro, C.E., Toro, E.F.: Solvers for the high-order Riemann problem for hyperbolic balance laws. J. Comput. Phys. 227(4), 2481–2513 (2008)MathSciNetMATHCrossRef Castro, C.E., Toro, E.F.: Solvers for the high-order Riemann problem for hyperbolic balance laws. J. Comput. Phys. 227(4), 2481–2513 (2008)MathSciNetMATHCrossRef
9.
Zurück zum Zitat Cravero, I., Semplice, M.: On the accuracy of WENO and CWENO reconstructions of third order on nonuniform meshes. J. Sci. Comput. 67(3), 1219–1246 (2016)MathSciNetMATHCrossRef Cravero, I., Semplice, M.: On the accuracy of WENO and CWENO reconstructions of third order on nonuniform meshes. J. Sci. Comput. 67(3), 1219–1246 (2016)MathSciNetMATHCrossRef
10.
Zurück zum Zitat Friedrichs, K.O., Lax, P.D.: Systems of conservation equations with a convex extension. Proc. Nat. Acad. Sci. 68(8), 1686–1688 (1971)MathSciNetMATHCrossRef Friedrichs, K.O., Lax, P.D.: Systems of conservation equations with a convex extension. Proc. Nat. Acad. Sci. 68(8), 1686–1688 (1971)MathSciNetMATHCrossRef
11.
Zurück zum Zitat Godunov, S.K.: A difference method for numerical calculation of discontinuous solutions of the equations of hydrodynamics. Matematicheskii Sbornik 89(3), 271–306 (1959)MathSciNetMATH Godunov, S.K.: A difference method for numerical calculation of discontinuous solutions of the equations of hydrodynamics. Matematicheskii Sbornik 89(3), 271–306 (1959)MathSciNetMATH
12.
Zurück zum Zitat Holden, H., Lie, K.-A., Risebro, N.H.: An unconditionally stable method for the Euler equations. J. Comput. Phys. 150(1), 76–96 (1999)MathSciNetMATHCrossRef Holden, H., Lie, K.-A., Risebro, N.H.: An unconditionally stable method for the Euler equations. J. Comput. Phys. 150(1), 76–96 (1999)MathSciNetMATHCrossRef
13.
Zurück zum Zitat Hu, C., Shu, C.-W.: Weighted essentially non-oscillatory schemes on triangular meshes. J. Comput. Phys. 150(1), 97–127 (1999)MathSciNetMATHCrossRef Hu, C., Shu, C.-W.: Weighted essentially non-oscillatory schemes on triangular meshes. J. Comput. Phys. 150(1), 97–127 (1999)MathSciNetMATHCrossRef
14.
Zurück zum Zitat Hu, X.Y., Wang, Q., Adams, N.A.: An adaptive central-upwind weighted essentially non-oscillatory scheme. J. Comput. Phys. 229(23), 8952–8965 (2010)MathSciNetMATHCrossRef Hu, X.Y., Wang, Q., Adams, N.A.: An adaptive central-upwind weighted essentially non-oscillatory scheme. J. Comput. Phys. 229(23), 8952–8965 (2010)MathSciNetMATHCrossRef
15.
Zurück zum Zitat Huang, C.-S., Arbogast, T., Hung, C.-H.: A re-averaged WENO reconstruction and a third order CWENO scheme for hyperbolic conservation laws. J. Comput. Phys. 262, 291–312 (2014)MathSciNetMATHCrossRef Huang, C.-S., Arbogast, T., Hung, C.-H.: A re-averaged WENO reconstruction and a third order CWENO scheme for hyperbolic conservation laws. J. Comput. Phys. 262, 291–312 (2014)MathSciNetMATHCrossRef
16.
Zurück zum Zitat Ivan, L., Groth, C.P.T.: High-order solution-adaptive central essentially non-oscillatory (ceno) method for viscous flows. J. Comput. Phys. 257, 830–862 (2014)MathSciNetMATHCrossRef Ivan, L., Groth, C.P.T.: High-order solution-adaptive central essentially non-oscillatory (ceno) method for viscous flows. J. Comput. Phys. 257, 830–862 (2014)MathSciNetMATHCrossRef
17.
Zurück zum Zitat Ivan, L., De Sterck, H., Susanto, A., Groth, C.P.T.: High-order central eno finite-volume scheme for hyperbolic conservation laws on three-dimensional cubed-sphere grids. J. Comput. Phys. 282, 157–182 (2015)MathSciNetMATHCrossRef Ivan, L., De Sterck, H., Susanto, A., Groth, C.P.T.: High-order central eno finite-volume scheme for hyperbolic conservation laws on three-dimensional cubed-sphere grids. J. Comput. Phys. 282, 157–182 (2015)MathSciNetMATHCrossRef
18.
Zurück zum Zitat Ketcheson, D.I.: Highly efficient strong stability-preserving Runge–Kutta methods with low-storage implementations. SIAM J. Sci. Comput. 30(4), 2113–2136 (2008)MathSciNetMATHCrossRef Ketcheson, D.I.: Highly efficient strong stability-preserving Runge–Kutta methods with low-storage implementations. SIAM J. Sci. Comput. 30(4), 2113–2136 (2008)MathSciNetMATHCrossRef
19.
Zurück zum Zitat Kissmann, R., Grauer, R.: A low dissipation essentially non-oscillatory central scheme. Comput. Phys. Commun. 176(8), 522–530 (2007)MathSciNetMATHCrossRef Kissmann, R., Grauer, R.: A low dissipation essentially non-oscillatory central scheme. Comput. Phys. Commun. 176(8), 522–530 (2007)MathSciNetMATHCrossRef
20.
Zurück zum Zitat Kleimann, J., Kopp, A., Fichtner, H., Grauer, R., Germaschewski, K.: Three-dimensional MHD high-resolution computations with CWENO employing adaptive mesh refinement. Comput. Phys. Commun. 158(1), 47–56 (2004)MATHCrossRef Kleimann, J., Kopp, A., Fichtner, H., Grauer, R., Germaschewski, K.: Three-dimensional MHD high-resolution computations with CWENO employing adaptive mesh refinement. Comput. Phys. Commun. 158(1), 47–56 (2004)MATHCrossRef
21.
Zurück zum Zitat Kurganov, A., Levy, D.: A third-order semidiscrete central scheme for conservation laws and convection-diffusion equations. SIAM J. Sci. Comput. 22(4), 1461–1488 (2000)MathSciNetMATHCrossRef Kurganov, A., Levy, D.: A third-order semidiscrete central scheme for conservation laws and convection-diffusion equations. SIAM J. Sci. Comput. 22(4), 1461–1488 (2000)MathSciNetMATHCrossRef
22.
Zurück zum Zitat Kurganov, A., Levy, D.: Central-upwind schemes for the saint-venant system. ESAIM Math. Model. Numer. Anal. 36(3), 397–425 (2002)MathSciNetMATHCrossRef Kurganov, A., Levy, D.: Central-upwind schemes for the saint-venant system. ESAIM Math. Model. Numer. Anal. 36(3), 397–425 (2002)MathSciNetMATHCrossRef
23.
Zurück zum Zitat Kurganov, A., Petrova, G.: A third-order semi-discrete genuinely multidimensional central scheme for hyperbolic conservation laws and related problems. Numer. Math. 88(4), 683–729 (2001)MathSciNetMATHCrossRef Kurganov, A., Petrova, G.: A third-order semi-discrete genuinely multidimensional central scheme for hyperbolic conservation laws and related problems. Numer. Math. 88(4), 683–729 (2001)MathSciNetMATHCrossRef
24.
Zurück zum Zitat Kurganov, A., Tadmor, E.: New high-resolution central schemes for nonlinear conservation laws and convection-diffusion equations. J. Comput. Phys. 160(1), 241–282 (2000)MathSciNetMATHCrossRef Kurganov, A., Tadmor, E.: New high-resolution central schemes for nonlinear conservation laws and convection-diffusion equations. J. Comput. Phys. 160(1), 241–282 (2000)MathSciNetMATHCrossRef
25.
Zurück zum Zitat Kurganov, A., Tadmor, E.: Solution of two-dimensional Riemann problems for gas dynamics without Riemann problem solvers. Numer. Methods Partial Differ. Equ. 18(5), 584–608 (2002)MathSciNetMATHCrossRef Kurganov, A., Tadmor, E.: Solution of two-dimensional Riemann problems for gas dynamics without Riemann problem solvers. Numer. Methods Partial Differ. Equ. 18(5), 584–608 (2002)MathSciNetMATHCrossRef
26.
Zurück zum Zitat Kurganov, A., Noelle, S., Petrova, G.: Semidiscrete central-upwind schemes for hyperbolic conservation laws and Hamilton–Jacobi equations. SIAM J. Sci. Comput. 23(3), 707–740 (2001)MathSciNetMATHCrossRef Kurganov, A., Noelle, S., Petrova, G.: Semidiscrete central-upwind schemes for hyperbolic conservation laws and Hamilton–Jacobi equations. SIAM J. Sci. Comput. 23(3), 707–740 (2001)MathSciNetMATHCrossRef
27.
Zurück zum Zitat Lahooti, M., Pishevar, A.: A new fourth order central WENO method for 3d hyperbolic conservation laws. Appl. Math. Comput. 218(20), 10258–10270 (2012)MathSciNetMATH Lahooti, M., Pishevar, A.: A new fourth order central WENO method for 3d hyperbolic conservation laws. Appl. Math. Comput. 218(20), 10258–10270 (2012)MathSciNetMATH
28.
Zurück zum Zitat Langseth, J.O., LeVeque, R.J.: A wave propagation method for three-dimensional hyperbolic conservation laws. J. Comput. Phys. 165(1), 126–166 (2000)MathSciNetMATHCrossRef Langseth, J.O., LeVeque, R.J.: A wave propagation method for three-dimensional hyperbolic conservation laws. J. Comput. Phys. 165(1), 126–166 (2000)MathSciNetMATHCrossRef
29.
Zurück zum Zitat Levy, D.: Third-order 2D Central Schemes for Conservation Laws, vol. I, pp. 489–504. INRIA School on Hyperbolic Systems (1998) Levy, D.: Third-order 2D Central Schemes for Conservation Laws, vol. I, pp. 489–504. INRIA School on Hyperbolic Systems (1998)
30.
Zurück zum Zitat Levy, D., Puppo, G., Russo, G.: Central weno schemes for hyperbolic systems of conservation laws. ESAIM Math. Model. Numer. Anal. 33(3), 547–571 (1999)MathSciNetMATHCrossRef Levy, D., Puppo, G., Russo, G.: Central weno schemes for hyperbolic systems of conservation laws. ESAIM Math. Model. Numer. Anal. 33(3), 547–571 (1999)MathSciNetMATHCrossRef
31.
Zurück zum Zitat Levy, D., Puppo, G., Russo, G.: A third order central weno scheme for 2d conservation laws. Appl. Numer. Math. 33(1–4), 415–421 (2000)MathSciNetMATHCrossRef Levy, D., Puppo, G., Russo, G.: A third order central weno scheme for 2d conservation laws. Appl. Numer. Math. 33(1–4), 415–421 (2000)MathSciNetMATHCrossRef
32.
Zurück zum Zitat Levy, D., Puppo, G., Russo, G.: Compact central weno schemes for multidimensional conservation laws. SIAM J. Sci. Comput. 22(2), 656–672 (2000)MathSciNetMATHCrossRef Levy, D., Puppo, G., Russo, G.: Compact central weno schemes for multidimensional conservation laws. SIAM J. Sci. Comput. 22(2), 656–672 (2000)MathSciNetMATHCrossRef
33.
Zurück zum Zitat Levy, D., Puppo, G., Russo, G.: On the behavior of the total variation in cweno methods for conservation laws. Appl. Numer. Math. 33(1–4), 407–414 (2000)MathSciNetMATHCrossRef Levy, D., Puppo, G., Russo, G.: On the behavior of the total variation in cweno methods for conservation laws. Appl. Numer. Math. 33(1–4), 407–414 (2000)MathSciNetMATHCrossRef
34.
Zurück zum Zitat Levy, D., Puppo, G., Russo, G.: A fourth-order central weno scheme for multidimensional hyperbolic systems of conservation laws. SIAM J. Sci. Comput. 24(2), 480–506 (2002)MathSciNetMATHCrossRef Levy, D., Puppo, G., Russo, G.: A fourth-order central weno scheme for multidimensional hyperbolic systems of conservation laws. SIAM J. Sci. Comput. 24(2), 480–506 (2002)MathSciNetMATHCrossRef
35.
Zurück zum Zitat McCorquodale, P., Colella, P.: A high-order finite-volume method for conservation laws on locally refined grids. Commun. Appl. Math. Comput. Sci. 6(1), 1–25 (2011)MathSciNetMATHCrossRef McCorquodale, P., Colella, P.: A high-order finite-volume method for conservation laws on locally refined grids. Commun. Appl. Math. Comput. Sci. 6(1), 1–25 (2011)MathSciNetMATHCrossRef
36.
Zurück zum Zitat Nessyahu, H., Tadmor, E.: Non-oscillatory central differencing for hyperbolic conservation laws. J. Comput. Phys. 87(2), 408–463 (1990)MathSciNetMATHCrossRef Nessyahu, H., Tadmor, E.: Non-oscillatory central differencing for hyperbolic conservation laws. J. Comput. Phys. 87(2), 408–463 (1990)MathSciNetMATHCrossRef
37.
Zurück zum Zitat Núñez-De La Rosa, J., Munz, C.-D.: xtroem-fv: a new code for computational astrophysics based on very high order finite-volume methods-I. Magnetohydrodynamics. Mon. Not. R. Astron. Soc. 455(4), 3458–3479 (2016)CrossRef Núñez-De La Rosa, J., Munz, C.-D.: xtroem-fv: a new code for computational astrophysics based on very high order finite-volume methods-I. Magnetohydrodynamics. Mon. Not. R. Astron. Soc. 455(4), 3458–3479 (2016)CrossRef
38.
Zurück zum Zitat Price, D.J.: Modelling discontinuities and Kelvin–Helmholtz instabilities in sph. J. Comput. Phys. 227(24), 10040–10057 (2008)MathSciNetMATHCrossRef Price, D.J.: Modelling discontinuities and Kelvin–Helmholtz instabilities in sph. J. Comput. Phys. 227(24), 10040–10057 (2008)MathSciNetMATHCrossRef
39.
Zurück zum Zitat Qiu, J., Shu, C.-W.: On the construction, comparison, and local characteristic decomposition for high-order central weno schemes. J. Comput. Phys. 183(1), 187–209 (2002)MathSciNetMATHCrossRef Qiu, J., Shu, C.-W.: On the construction, comparison, and local characteristic decomposition for high-order central weno schemes. J. Comput. Phys. 183(1), 187–209 (2002)MathSciNetMATHCrossRef
40.
Zurück zum Zitat Schulz-Rinne, C.W., Collins, J.P., Glaz, H.M.: Numerical solution of the Riemann problem for two-dimensional gas dynamics. SIAM J. Sci. Comput. 14(6), 1394–1414 (1993)MathSciNetMATHCrossRef Schulz-Rinne, C.W., Collins, J.P., Glaz, H.M.: Numerical solution of the Riemann problem for two-dimensional gas dynamics. SIAM J. Sci. Comput. 14(6), 1394–1414 (1993)MathSciNetMATHCrossRef
41.
Zurück zum Zitat Semplice, M., Coco, A., Russo, G.: Adaptive mesh refinement for hyperbolic systems based on third-order compact weno reconstruction. J. Sci. Comput. 66(2), 692–724 (2016)MathSciNetMATHCrossRef Semplice, M., Coco, A., Russo, G.: Adaptive mesh refinement for hyperbolic systems based on third-order compact weno reconstruction. J. Sci. Comput. 66(2), 692–724 (2016)MathSciNetMATHCrossRef
42.
Zurück zum Zitat Shi, J., Changqing, H., Shu, C.-W.: A technique of treating negative weights in weno schemes. J. Comput. Phys. 175(1), 108–127 (2002)MATHCrossRef Shi, J., Changqing, H., Shu, C.-W.: A technique of treating negative weights in weno schemes. J. Comput. Phys. 175(1), 108–127 (2002)MATHCrossRef
43.
Zurück zum Zitat Shu, C.-W.: Essentially non-oscillatory and weighted essentially non-oscillatory schemes for hyperbolic conservation laws. In: Quarteroni, A.M. (ed.) Advanced Numerical Approximation of Nonlinear Hyperbolic Equations, pp. 325–432. Springer, Berlin (1998)CrossRef Shu, C.-W.: Essentially non-oscillatory and weighted essentially non-oscillatory schemes for hyperbolic conservation laws. In: Quarteroni, A.M. (ed.) Advanced Numerical Approximation of Nonlinear Hyperbolic Equations, pp. 325–432. Springer, Berlin (1998)CrossRef
44.
Zurück zum Zitat Shu, C.-W.: High order weighted essentially nonoscillatory schemes for convection dominated problems. SIAM Rev. 51(1), 82–126 (2009)MathSciNetMATHCrossRef Shu, C.-W.: High order weighted essentially nonoscillatory schemes for convection dominated problems. SIAM Rev. 51(1), 82–126 (2009)MathSciNetMATHCrossRef
45.
Zurück zum Zitat Sod, G.A.: A survey of several finite difference methods for systems of nonlinear hyperbolic conservation laws. J. Comput. Phys. 27(1), 1–31 (1978)MathSciNetMATHCrossRef Sod, G.A.: A survey of several finite difference methods for systems of nonlinear hyperbolic conservation laws. J. Comput. Phys. 27(1), 1–31 (1978)MathSciNetMATHCrossRef
46.
Zurück zum Zitat Titarev, V.A., Toro, E.F.: Finite-volume weno schemes for three-dimensional conservation laws. J. Comput. Phys. 201(1), 238–260 (2004)MathSciNetMATHCrossRef Titarev, V.A., Toro, E.F.: Finite-volume weno schemes for three-dimensional conservation laws. J. Comput. Phys. 201(1), 238–260 (2004)MathSciNetMATHCrossRef
47.
Zurück zum Zitat Tokareva, S.A., Toro, E.F.: HLLC-type Riemann solver for the Baer–Nunziato equations of compressible two-phase flow. J. Comput. Phys. 229(10), 3573–3604 (2010)MathSciNetMATHCrossRef Tokareva, S.A., Toro, E.F.: HLLC-type Riemann solver for the Baer–Nunziato equations of compressible two-phase flow. J. Comput. Phys. 229(10), 3573–3604 (2010)MathSciNetMATHCrossRef
48.
Zurück zum Zitat Toro, E.F.: Riemann Solvers and Numerical Methods for Fluid Dynamics: A Practical Introduction. Springer, Berlin (2013) Toro, E.F.: Riemann Solvers and Numerical Methods for Fluid Dynamics: A Practical Introduction. Springer, Berlin (2013)
Metadaten
Titel
Higher Order Finite Volume Central Schemes for Multi-dimensional Hyperbolic Problems
verfasst von
Prabal Singh Verma
Wolf-Christian Müller
Publikationsdatum
07.10.2017
Verlag
Springer US
Erschienen in
Journal of Scientific Computing / Ausgabe 2/2018
Print ISSN: 0885-7474
Elektronische ISSN: 1573-7691
DOI
https://doi.org/10.1007/s10915-017-0567-8

Weitere Artikel der Ausgabe 2/2018

Journal of Scientific Computing 2/2018 Zur Ausgabe