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2016 | OriginalPaper | Chapter

Hybrid Parallel Multigrid Methods for Geodynamical Simulations

Authors : Simon Bauer, Hans-Peter Bunge, Daniel Drzisga, Björn Gmeiner, Markus Huber, Lorenz John, Marcus Mohr, Ulrich Rüde, Holger Stengel, Christian Waluga, Jens Weismüller, Gerhard Wellein, Markus Wittmann, Barbara Wohlmuth

Published in: Software for Exascale Computing - SPPEXA 2013-2015

Publisher: Springer International Publishing

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Abstract

Even on modern supercomputer architectures, Earth mantle simulations are so compute intensive that they are considered grand challenge applications. The dominating roadblocks in this branch of Geophysics are model complexity and uncertainty in parameters and data, e.g., rheology and seismically imaged mantle heterogeneity, as well as the enormous space and time scales that must be resolved in the computational models. This article reports on a massively parallel all-at-once multigrid solver for the Stokes system as it arises in mantle convection models. The solver employs the hierarchical hybrid grids framework and demonstrates that a system with coupled velocity components and with more than a trillion (1. 7 ⋅ 1012) degrees of freedom can be solved in about 1,000 s using 40,960 compute cores of JUQUEEN. The simulation framework is used to investigate the influence of asthenosphere thickness and viscosity on upper mantle velocities in a static scenario. Additionally, results for a time-dependent simulation with a time-variable temperature-dependent viscosity model are presented.

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Footnotes
1
listed top 9 of the TOP500 list, Nov. 2015.
 
Literature
1.
go back to reference Bangerth, W., Burstedde, C., Heister, T., Kronbichler, M.: Algorithms and data structures for massively parallel generic adaptive finite element codes. ACM Trans. Math. Soft. 38 (2), 14:1–14:28 (2011) Bangerth, W., Burstedde, C., Heister, T., Kronbichler, M.: Algorithms and data structures for massively parallel generic adaptive finite element codes. ACM Trans. Math. Soft. 38 (2), 14:1–14:28 (2011)
2.
go back to reference Bank, R.E., Welfert, B.D., Yserentant, H.: A class of iterative methods for solving saddle point problems. Numer. Math. 56 (7), 645–666 (1990)MathSciNetCrossRefMATH Bank, R.E., Welfert, B.D., Yserentant, H.: A class of iterative methods for solving saddle point problems. Numer. Math. 56 (7), 645–666 (1990)MathSciNetCrossRefMATH
3.
go back to reference Baumgardner, J.R.: Three-dimensional treatment of convective flow in the Earth’s mantle. J. Stat. Phys. 39 (5/6), 501–511 (1985)CrossRef Baumgardner, J.R.: Three-dimensional treatment of convective flow in the Earth’s mantle. J. Stat. Phys. 39 (5/6), 501–511 (1985)CrossRef
4.
go back to reference Becker, T.W., Boschi, L.: A comparison of tomographic and geodynamic mantle models. Geochem. Geophy. Geosy. 3, 1525–2027 (2002)CrossRef Becker, T.W., Boschi, L.: A comparison of tomographic and geodynamic mantle models. Geochem. Geophy. Geosy. 3, 1525–2027 (2002)CrossRef
5.
go back to reference Bergen, B., Gradl, T., Rüde, U., Hülsemann, F.: A massively parallel multigrid method for finite elements. Comput. Sci. Eng. 8 (6), 56–62 (2006)CrossRef Bergen, B., Gradl, T., Rüde, U., Hülsemann, F.: A massively parallel multigrid method for finite elements. Comput. Sci. Eng. 8 (6), 56–62 (2006)CrossRef
6.
go back to reference Bergen, B., Wellein, G., Hülsemann, F., Rüde, U.: Hierarchical hybrid grids: achieving TERAFLOP performance on large scale finite element simulations. Int. J. Parallel Emergent Distrib. Syst. 22 (4), 311–329 (2007)MathSciNetCrossRef Bergen, B., Wellein, G., Hülsemann, F., Rüde, U.: Hierarchical hybrid grids: achieving TERAFLOP performance on large scale finite element simulations. Int. J. Parallel Emergent Distrib. Syst. 22 (4), 311–329 (2007)MathSciNetCrossRef
7.
go back to reference Brandt, A.: Guide to multigrid development. In: Multigrid methods, pp. 220–312. Springer, Berlin/Heidelberg (1982). Republished as: Multigrid Techniques: 1984 guide with applications to fluid dynamics, revised edition, SIAM, 2011 Brandt, A.: Guide to multigrid development. In: Multigrid methods, pp. 220–312. Springer, Berlin/Heidelberg (1982). Republished as: Multigrid Techniques: 1984 guide with applications to fluid dynamics, revised edition, SIAM, 2011
8.
go back to reference Brandt, A., Dinar, N.: Multigrid solutions to elliptic flow problems. In: Numerical methods for partial differential equations (Proc. Adv. Sem., Math. Res. Center, Univ. Wisconsin, Madison, Wis., 1978), Publ. Math. Res. Center Univ. Wisconsin, vol. 42, pp. 53–147. Academic Press, New York/London (1979) Brandt, A., Dinar, N.: Multigrid solutions to elliptic flow problems. In: Numerical methods for partial differential equations (Proc. Adv. Sem., Math. Res. Center, Univ. Wisconsin, Madison, Wis., 1978), Publ. Math. Res. Center Univ. Wisconsin, vol. 42, pp. 53–147. Academic Press, New York/London (1979)
10.
11.
go back to reference Bunge, H.P., Baumgardner, J.R.: Mantle convection modeling on parallel virtual machines. Comput. Phys. 9 (2), 207–215 (1995)CrossRef Bunge, H.P., Baumgardner, J.R.: Mantle convection modeling on parallel virtual machines. Comput. Phys. 9 (2), 207–215 (1995)CrossRef
13.
go back to reference Bunge, H.P., Richards, M.A., Baumgardner, J.R.: A sensitivity study of three-dimensional spherical mantle convection at 108 Rayleigh number: effects of depth-dependent viscosity, heating mode, and an endothermic phase change. J. Geophys. Res. 102, 11991–12007 (1997)CrossRef Bunge, H.P., Richards, M.A., Baumgardner, J.R.: A sensitivity study of three-dimensional spherical mantle convection at 108 Rayleigh number: effects of depth-dependent viscosity, heating mode, and an endothermic phase change. J. Geophys. Res. 102, 11991–12007 (1997)CrossRef
15.
go back to reference Burstedde, C., Stadler, G., Alisic, L., Wilcox, L.C., Tan, E., Gurnis, M., Ghattas, O.: Large-scale adaptive mantle convection simulation. Geophys. J. Internat. 192 (3), 889–906 (2013)CrossRef Burstedde, C., Stadler, G., Alisic, L., Wilcox, L.C., Tan, E., Gurnis, M., Ghattas, O.: Large-scale adaptive mantle convection simulation. Geophys. J. Internat. 192 (3), 889–906 (2013)CrossRef
16.
go back to reference Burstedde, C., Wilcox, L.C., Ghattas, O.: p4est: Scalable algorithms for parallel adaptive mesh refinement on forests of octrees. SIAM J. Sci. Comp. 33 (3), 1103–1133 (2011) Burstedde, C., Wilcox, L.C., Ghattas, O.: p4est: Scalable algorithms for parallel adaptive mesh refinement on forests of octrees. SIAM J. Sci. Comp. 33 (3), 1103–1133 (2011)
17.
go back to reference CIG – Computational Infrastructure for Geodynamics: ASPECT: Advanced Solver for Problems in Earth’s ConvecTion, User Manual (2015), version 1.3 CIG – Computational Infrastructure for Geodynamics: ASPECT: Advanced Solver for Problems in Earth’s ConvecTion, User Manual (2015), version 1.3
19.
go back to reference Davies, D.R., Davies, J.H., Bollada, P.C., Hassan, O., Morgan, K., Nithiarasu, P.: A hierarchical mesh refinement technique for global 3-D spherical mantle convection modelling. Geosci. Model Dev. 6 (4), 1095–1107 (2013)CrossRef Davies, D.R., Davies, J.H., Bollada, P.C., Hassan, O., Morgan, K., Nithiarasu, P.: A hierarchical mesh refinement technique for global 3-D spherical mantle convection modelling. Geosci. Model Dev. 6 (4), 1095–1107 (2013)CrossRef
20.
go back to reference Davies, D.R., Goes, S., Davies, J.H., Schuberth, B.S.A., Bunge, H.P., Ritsema, J.: Reconciling dynamic and seismic models of Earth’s lower mantle: the dominant role of thermal heterogeneity. Earth Planet. Sci. Lett. 353–354 (1), 253–269 (2012)CrossRef Davies, D.R., Goes, S., Davies, J.H., Schuberth, B.S.A., Bunge, H.P., Ritsema, J.: Reconciling dynamic and seismic models of Earth’s lower mantle: the dominant role of thermal heterogeneity. Earth Planet. Sci. Lett. 353–354 (1), 253–269 (2012)CrossRef
21.
go back to reference Dziewonski, A.M., Anderson, D.L.: Preliminary reference Earth model. Phys. Earth Plan. Int. 25, 297–356 (1981)CrossRef Dziewonski, A.M., Anderson, D.L.: Preliminary reference Earth model. Phys. Earth Plan. Int. 25, 297–356 (1981)CrossRef
22.
go back to reference Elman, H.C., Silvester, D.J., Wathen, A.J.: Finite Elements and Fast Iterative Solvers: With Applications in Incompressible Fluid Dynamics. Oxford University Press, New York (2005)MATH Elman, H.C., Silvester, D.J., Wathen, A.J.: Finite Elements and Fast Iterative Solvers: With Applications in Incompressible Fluid Dynamics. Oxford University Press, New York (2005)MATH
23.
go back to reference Engelman, M.S., Sani, R.L., Gresho, P.M.: The implementation of normal and/or tangential boundary conditions in finite element codes for incompressible fluid flow. Int. J. Numer. Methods Fluids 2 (3), 225–238 (1982)MathSciNetCrossRefMATH Engelman, M.S., Sani, R.L., Gresho, P.M.: The implementation of normal and/or tangential boundary conditions in finite element codes for incompressible fluid flow. Int. J. Numer. Methods Fluids 2 (3), 225–238 (1982)MathSciNetCrossRefMATH
24.
go back to reference Fichtner, A., Kennett, B.L.N., Igel, H., Bunge, H.P.: Full seismic waveform tomography for upper-mantle structure in the Australasian region using adjoint methods. Geophys. J. Int. 179 (3), 1703–1725 (2009)CrossRef Fichtner, A., Kennett, B.L.N., Igel, H., Bunge, H.P.: Full seismic waveform tomography for upper-mantle structure in the Australasian region using adjoint methods. Geophys. J. Int. 179 (3), 1703–1725 (2009)CrossRef
25.
go back to reference Gaspar, F.J., Notay, Y., Oosterlee, C.W., Rodrigo, C.: A simple and efficient segregated smoother for the discrete Stokes equations. SIAM J. Sci. Comput. 36 (3), A1187–A1206 (2014)MathSciNetCrossRefMATH Gaspar, F.J., Notay, Y., Oosterlee, C.W., Rodrigo, C.: A simple and efficient segregated smoother for the discrete Stokes equations. SIAM J. Sci. Comput. 36 (3), A1187–A1206 (2014)MathSciNetCrossRefMATH
26.
go back to reference Girault, V., Raviart, P.A.: Finite Element Methods for Navier-Stokes Equations. Springer, New York (1986)CrossRefMATH Girault, V., Raviart, P.A.: Finite Element Methods for Navier-Stokes Equations. Springer, New York (1986)CrossRefMATH
27.
go back to reference Gmeiner, B., Huber, M., John, L., Rüde, U., Waluga, C., Wohlmuth, B.: Massively parallel large scale stokes flow simulation. In: Binder, K., Müller, M., Kremer, M., Schnurpfeil, A. (eds.) NIC Symposium 2016. Schriften des Forschungszentrums Jülich, NIC Series, vol. 48, pp. 333–341. ISBN:978-3-95806-109-5 Gmeiner, B., Huber, M., John, L., Rüde, U., Waluga, C., Wohlmuth, B.: Massively parallel large scale stokes flow simulation. In: Binder, K., Müller, M., Kremer, M., Schnurpfeil, A. (eds.) NIC Symposium 2016. Schriften des Forschungszentrums Jülich, NIC Series, vol. 48, pp. 333–341. ISBN:978-3-95806-109-5
28.
go back to reference Gmeiner, B., Huber, M., John, L., Rüde, U., Wohlmuth, B.: A quantitative performance analysis for Stokes solvers at the extreme scale (submitted, arXiv:1511.02134) Gmeiner, B., Huber, M., John, L., Rüde, U., Wohlmuth, B.: A quantitative performance analysis for Stokes solvers at the extreme scale (submitted, arXiv:1511.02134)
29.
go back to reference Gmeiner, B., Rüde, U., Stengel, H., Waluga, C., Wohlmuth, B.: Performance and scalability of hierarchical hybrid multigrid solvers for stokes systems. SIAM J. Sci. Comput. 37 (2), C143–C168 (2015)MathSciNetCrossRefMATH Gmeiner, B., Rüde, U., Stengel, H., Waluga, C., Wohlmuth, B.: Performance and scalability of hierarchical hybrid multigrid solvers for stokes systems. SIAM J. Sci. Comput. 37 (2), C143–C168 (2015)MathSciNetCrossRefMATH
30.
go back to reference Gmeiner, B., Rüde, U., Stengel, H., Waluga, C., Wohlmuth, B.: Towards textbook efficiency for parallel multigrid. Numer. Math. Theory Methods Appl. 8, 22–46 (2015)MathSciNetCrossRefMATH Gmeiner, B., Rüde, U., Stengel, H., Waluga, C., Wohlmuth, B.: Towards textbook efficiency for parallel multigrid. Numer. Math. Theory Methods Appl. 8, 22–46 (2015)MathSciNetCrossRefMATH
31.
go back to reference Gmeiner, B., Waluga, C., Wohlmuth, B.: Local mass-corrections for continuous pressure approximations of incompressible flow. SIAM J. Numer. Anal. 52 (6), 2931–2956 (2014)MathSciNetCrossRefMATH Gmeiner, B., Waluga, C., Wohlmuth, B.: Local mass-corrections for continuous pressure approximations of incompressible flow. SIAM J. Numer. Anal. 52 (6), 2931–2956 (2014)MathSciNetCrossRefMATH
32.
go back to reference Grand, S.P., van der Hilst, R.D., Widiyantoro, S.: Global seismic tomography: a snapshot of convection in the earth. GSA Today 7, 1–7 (1997) Grand, S.P., van der Hilst, R.D., Widiyantoro, S.: Global seismic tomography: a snapshot of convection in the earth. GSA Today 7, 1–7 (1997)
33.
go back to reference Hager, G., Treibig, J., Habich, J., Wellein, G.: Exploring performance and power properties of modern multi-core chips via simple machine models. Concurr. Comput. 28, 1–2 (2014) Hager, G., Treibig, J., Habich, J., Wellein, G.: Exploring performance and power properties of modern multi-core chips via simple machine models. Concurr. Comput. 28, 1–2 (2014)
34.
go back to reference Hartley, R.A., Roberts, G.G., White, N., Richardson, C.: Transient convective uplift of an ancient buried landscape. Nat. Geosci. 4, 562–565 (2011)CrossRef Hartley, R.A., Roberts, G.G., White, N., Richardson, C.: Transient convective uplift of an ancient buried landscape. Nat. Geosci. 4, 562–565 (2011)CrossRef
35.
36.
go back to reference Höink, T., Lenardic, A.: Three-dimensional mantle convection simulations with a low-viscosity asthenosphere and the relationship between heat flow and the horizontal length scale of convection. Geophys. Res. Lett. 35, L10304 (2008)CrossRef Höink, T., Lenardic, A.: Three-dimensional mantle convection simulations with a low-viscosity asthenosphere and the relationship between heat flow and the horizontal length scale of convection. Geophys. Res. Lett. 35, L10304 (2008)CrossRef
37.
go back to reference Huber, M., Gmeiner, B., Rüde, U., Wohlmuth, B.: Resilience for multigrid software at the extreme scale (preprint, arXiv:1506.06185) Huber, M., Gmeiner, B., Rüde, U., Wohlmuth, B.: Resilience for multigrid software at the extreme scale (preprint, arXiv:1506.06185)
38.
go back to reference Huber, M., John, L., Pustejovska, P., Rüde, U., Waluga, C., Wohlmuth, B.: Solution Techniques for the Stokes System: a priori and a posteriori modifications, resilient algorithms. In Proceedings of the ICIAM, Beijing (2015). arXiv:151105759 Huber, M., John, L., Pustejovska, P., Rüde, U., Waluga, C., Wohlmuth, B.: Solution Techniques for the Stokes System: a priori and a posteriori modifications, resilient algorithms. In Proceedings of the ICIAM, Beijing (2015). arXiv:151105759
39.
go back to reference Mitrovica, J.X.: Haskell [1935] revisited. J. Geophys. Res. 101, 555–569 (1996)CrossRef Mitrovica, J.X.: Haskell [1935] revisited. J. Geophys. Res. 101, 555–569 (1996)CrossRef
40.
go back to reference Müller, R.D., Sdrolias, M., Gaina, C., Roest, W.R.: Age, spreading rates, and spreading asymmetry of the world’s ocean crust. Geochem. Geophy. Geosy. 9, 1525–2027 (2008)CrossRef Müller, R.D., Sdrolias, M., Gaina, C., Roest, W.R.: Age, spreading rates, and spreading asymmetry of the world’s ocean crust. Geochem. Geophy. Geosy. 9, 1525–2027 (2008)CrossRef
41.
go back to reference Oeser, J., Bunge, H.P., Mohr, M.: Cluster Design in the Earth Sciences: TETHYS. In: Gerndt, M., Kranzlmüller, D. (eds.) High Performance Computing and Communications – Second International Conference, HPCC 2006, Munich. Lecture Notes in Computer Science, vol. 4208, pp. 31–40. Springer (2006). http://www.springerlink.com/content/l18628n708k11127 Oeser, J., Bunge, H.P., Mohr, M.: Cluster Design in the Earth Sciences: TETHYS. In: Gerndt, M., Kranzlmüller, D. (eds.) High Performance Computing and Communications – Second International Conference, HPCC 2006, Munich. Lecture Notes in Computer Science, vol. 4208, pp. 31–40. Springer (2006). http://​www.​springerlink.​com/​content/​l18628n708k11127​
42.
go back to reference Parnell-Turner, R., White, N., Henstock, T., Murton, B., Maclennan, J., Jones, S.M.: A continuous 55 million year record of transient mantle plume activity beneath Iceland. Nat. Geosci. 7, 914–919 (2014)CrossRef Parnell-Turner, R., White, N., Henstock, T., Murton, B., Maclennan, J., Jones, S.M.: A continuous 55 million year record of transient mantle plume activity beneath Iceland. Nat. Geosci. 7, 914–919 (2014)CrossRef
43.
go back to reference Resovsky, J., Trampert, J.: Using probabilistic seismic tomography to test mantle velocity–density relationships. Earth Planet. Sci. Lett. 215 (1), 121–134 (2003)CrossRef Resovsky, J., Trampert, J.: Using probabilistic seismic tomography to test mantle velocity–density relationships. Earth Planet. Sci. Lett. 215 (1), 121–134 (2003)CrossRef
44.
go back to reference Ricard, Y.: Physics of mantle convection. In: Schubert, G. (ed.) Treatise on Geophysics, vol. 7. Elsevier, Amsterdam (2007) Ricard, Y.: Physics of mantle convection. In: Schubert, G. (ed.) Treatise on Geophysics, vol. 7. Elsevier, Amsterdam (2007)
45.
go back to reference Ritsema, J., von Heijst, H.J., Woodhouse, J.H.: Global transition zone tomography. J. Geophys. Res. 109, B02302 (2004)CrossRef Ritsema, J., von Heijst, H.J., Woodhouse, J.H.: Global transition zone tomography. J. Geophys. Res. 109, B02302 (2004)CrossRef
46.
go back to reference Rudi, J., Malossi, A.C.I., Isaac, T., Stadler, G., Gurnis, M., Staar, P.W.J., Ineichen, Y., Bekas, C., Curioni, A., Ghattas, O.: An Extreme-scale Implicit Solver for Complex PDEs: Highly Heterogeneous Flow in Earth’s Mantle. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC ’15), pp. 5:1–5:12. ACM, New York (2015). http://doi.acm.org/10.1145/2807591.2807675 Rudi, J., Malossi, A.C.I., Isaac, T., Stadler, G., Gurnis, M., Staar, P.W.J., Ineichen, Y., Bekas, C., Curioni, A., Ghattas, O.: An Extreme-scale Implicit Solver for Complex PDEs: Highly Heterogeneous Flow in Earth’s Mantle. In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC ’15), pp. 5:1–5:12. ACM, New York (2015). http://​doi.​acm.​org/​10.​1145/​2807591.​2807675
47.
48.
go back to reference Seton, M., Müller, R.D., Zahirovic, S., Gaina, C., Torsvik, T.H., Shephard, G., Talsma, A., Gurnis, M., Turner, M., Maus, S., Chandler, M.: Global continental and ocean basin reconstructions since 200 ma. Earth-Sci. Rev. 113, 212–270 (2012)CrossRef Seton, M., Müller, R.D., Zahirovic, S., Gaina, C., Torsvik, T.H., Shephard, G., Talsma, A., Gurnis, M., Turner, M., Maus, S., Chandler, M.: Global continental and ocean basin reconstructions since 200 ma. Earth-Sci. Rev. 113, 212–270 (2012)CrossRef
49.
go back to reference Stixrude, L., Lithgow-Bertelloni, C.: Thermodynamics of mantle minerals – I. Physical properties. Geophys. J. Int. 162, 610–632 (2005)CrossRef Stixrude, L., Lithgow-Bertelloni, C.: Thermodynamics of mantle minerals – I. Physical properties. Geophys. J. Int. 162, 610–632 (2005)CrossRef
50.
go back to reference Sundar, H., Stadler, G., Biros, G.: Comparison of multigrid algorithms for high-order continuous finite element discretizations. Numer. Linear Algebra Appl. 22 (4), 664–680 (2015)MathSciNetCrossRefMATH Sundar, H., Stadler, G., Biros, G.: Comparison of multigrid algorithms for high-order continuous finite element discretizations. Numer. Linear Algebra Appl. 22 (4), 664–680 (2015)MathSciNetCrossRefMATH
51.
go back to reference Tackley, P.J.: Effects of strongly variable viscosity on three-dimensional compressible convection in planetary mantles. J. Geophys. Res. 101, 3311–3332 (1996)CrossRef Tackley, P.J.: Effects of strongly variable viscosity on three-dimensional compressible convection in planetary mantles. J. Geophys. Res. 101, 3311–3332 (1996)CrossRef
52.
go back to reference Tackley, P.J.: Mantle convection and plate tectonics: toward an integrated physical and chemical theory. Science 16, 2002–2007 (2000)CrossRef Tackley, P.J.: Mantle convection and plate tectonics: toward an integrated physical and chemical theory. Science 16, 2002–2007 (2000)CrossRef
53.
go back to reference Tackley, P.J., Stevenson, D.J., Glatzmaier, G.A., Schubert, G.: Effects of multiple phase transitions in a three-dimensional spherical model of convection in earth’s mantle. J. Geophys. Res. 99 (B8), 15877–15901 (1994)CrossRef Tackley, P.J., Stevenson, D.J., Glatzmaier, G.A., Schubert, G.: Effects of multiple phase transitions in a three-dimensional spherical model of convection in earth’s mantle. J. Geophys. Res. 99 (B8), 15877–15901 (1994)CrossRef
54.
go back to reference Tan, E., Choi, E., Thoutireddy, P., Gurnis, M., Aivazis, M.: GeoFramework: coupling multiple models of mantle convection within a computational framework. Geochem. Geophy. Geosy. 7 (6), Q06001 (2006)CrossRef Tan, E., Choi, E., Thoutireddy, P., Gurnis, M., Aivazis, M.: GeoFramework: coupling multiple models of mantle convection within a computational framework. Geochem. Geophy. Geosy. 7 (6), Q06001 (2006)CrossRef
55.
go back to reference Urquiza, J.M., Garon, A., Farinas, M.I.: Weak imposition of the slip boundary condition on curved boundaries for Stokes flow. J. Comput. Phys. 256, 748–767 (2014)MathSciNetCrossRef Urquiza, J.M., Garon, A., Farinas, M.I.: Weak imposition of the slip boundary condition on curved boundaries for Stokes flow. J. Comput. Phys. 256, 748–767 (2014)MathSciNetCrossRef
56.
go back to reference Verfürth, R.: Finite element approximation of incompressible Navier-Stokes equations with slip boundary condition. Numer. Math. 50 (6), 697–721 (1987)MathSciNetCrossRefMATH Verfürth, R.: Finite element approximation of incompressible Navier-Stokes equations with slip boundary condition. Numer. Math. 50 (6), 697–721 (1987)MathSciNetCrossRefMATH
58.
go back to reference Waluga, C., Wohlmuth, B., Rüde, U.: Mass-corrections for the conservative coupling of flow and transport on collocated meshes. J. Comp. Phys. 305, 319–332 (2016)MathSciNetCrossRef Waluga, C., Wohlmuth, B., Rüde, U.: Mass-corrections for the conservative coupling of flow and transport on collocated meshes. J. Comp. Phys. 305, 319–332 (2016)MathSciNetCrossRef
59.
go back to reference Weismüller, J., Gmeiner, B., Ghelichkhan, S., Huber, M., John, L., Wohlmuth, B., Rüde, U., Bunge, H.P.: Fast asthenosphere motion in high-resolution global mantle flow models. Geophys. Res. Lett. 42 (18), 7429–7435 (2015)CrossRef Weismüller, J., Gmeiner, B., Ghelichkhan, S., Huber, M., John, L., Wohlmuth, B., Rüde, U., Bunge, H.P.: Fast asthenosphere motion in high-resolution global mantle flow models. Geophys. Res. Lett. 42 (18), 7429–7435 (2015)CrossRef
60.
go back to reference Williams, S.W., Waterman, A., Patterson, D.A.: Roofline: an insightful visual performance model for floating-point programs and multicore architectures. Tech. Rep. UCB/EECS-2008-134, EECS Department, University of California, Berkeley (Oct 2008) Williams, S.W., Waterman, A., Patterson, D.A.: Roofline: an insightful visual performance model for floating-point programs and multicore architectures. Tech. Rep. UCB/EECS-2008-134, EECS Department, University of California, Berkeley (Oct 2008)
61.
go back to reference Zhong, S., McNamara, A., Tan, E., Moresi, L., Gurnis, M.: A benchmark study on mantle convection in a 3-D spherical shell using CitcomS. Geochem. Geophy. Geosy. 9, Q10017 (2008)CrossRef Zhong, S., McNamara, A., Tan, E., Moresi, L., Gurnis, M.: A benchmark study on mantle convection in a 3-D spherical shell using CitcomS. Geochem. Geophy. Geosy. 9, Q10017 (2008)CrossRef
62.
go back to reference Zhong, S., Zuber, M.T., Moresi, L., Gurnis, M.: The role of temperature-dependent viscosity and surface plates in spherical shell models of mantle convection. J. Geophys. Res. 105 (B5), 11063–11082 (2000)CrossRef Zhong, S., Zuber, M.T., Moresi, L., Gurnis, M.: The role of temperature-dependent viscosity and surface plates in spherical shell models of mantle convection. J. Geophys. Res. 105 (B5), 11063–11082 (2000)CrossRef
63.
go back to reference Zulehner, W.: Analysis of iterative methods for saddle point problems: a unified approach. Math. Comput. 71 (238), 479–505 (2002)MathSciNetCrossRefMATH Zulehner, W.: Analysis of iterative methods for saddle point problems: a unified approach. Math. Comput. 71 (238), 479–505 (2002)MathSciNetCrossRefMATH
Metadata
Title
Hybrid Parallel Multigrid Methods for Geodynamical Simulations
Authors
Simon Bauer
Hans-Peter Bunge
Daniel Drzisga
Björn Gmeiner
Markus Huber
Lorenz John
Marcus Mohr
Ulrich Rüde
Holger Stengel
Christian Waluga
Jens Weismüller
Gerhard Wellein
Markus Wittmann
Barbara Wohlmuth
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-40528-5_10

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