Abstract
A code for simulating the solidification of a pure material from its undercooled melt based on a phase field approach has been written for parallel distributed memory architectures using MPI. The numerical scheme is based on finite differences and results in large sparse non-linear systems, which are then solved by a backtracking line search modification of Newton’s method combined with GMRES. Experiments conducted on an IBM SP2 and networks of Sun Ultra 5 workstations show that the code scales well with the number of processors.
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References
R. J. Braun and B. T. Murray. Adaptive phase-field computations of dendritic crystal growth. J. Crystal Growth, pages 41–53, 1997.
P. N. Brown and Y. Saad. Hybrid Krylov methods for nonlinear systems of equations. SIAM J. Stat. Comp, 11:450–481, 1990.
G. Caginalp and X. Chen. Phase field equations in the singular limit of sharp interface problems. In M. E. Curtin and G. B. McFadden, editors, On the evolution of phase boundaries. Springer-Verlag, 1992.
S. Chen, B. Merriman, S. Osher, and P. Smereka. A simple level set method for solving Stefan problems. J. Comp. Phys, 135:8–29, 1997.
J. E. Dennis and R. B. Schnabel. Numerical methods for unconstrained optimization. Prentice Hall, 1983.
W. Gropp, E. Lusk, and A. Skjellum. Using MPI: Portable Parallel Programming with the Message Passing Interface. The MIT Press, 1994.
J. L. Gustafson, G. R. Montry, and R.E. Benner. Development of parallel methods for a 1024-processor hypercube. Siam J. Sci. Stat. Comp., 9:609–638, 1988.
E. Hairer, S. P. Norsett, and G. Wanner. Solving Ordinary Differential Equations I: Nonstiff Problems. Springer-Verlag, 1987.
A. Karma and W.-J. Rappel. Phase-field methods for computationally efficient modeling of solidification with arbitrary interface kinetics. Phys. Rev. E, 53, 1996.
S. K. Kim and A. T. Chronopoulos. A class of Lanczos-like algorithms implemented on parallel computers. Parallel Comput., 17:763–778, 1991.
R. Kobyashi A numerical approach to three-dimensional dendritic solidification. Experimental Mathematics, 3:59–80, 1994.
Y. Saad. Iterative methods for sparse linear systems. PWS Publishing Company, 1996.
Y. Saad, G.-C. Lo, and S. Kuznetsov. PSPARSLIB Users Manual. <http://www.cs.umn.edu/Research/darpa/p_sparslib/psp-abs.html>.
Y. Saad and M. Schultz. GMRES: A generalized minimal residual algorithm for solving non-symmetric linear systems. SIAM J. Stat. Comp., 7:856–869, 1986.
A. Schmidt. Computation of three dimensional dendrites with finite elements. J. Comp. Phys., 125:293–312, 1996.
R. Tönhardt. Convective effects on dendritic solidification. PhD thesis, Royal Institute of Technology, 1998.
S.-L. Wang, R. F. Sekerka, A. A. Wheeler, B. T. Murray, S. R. Coriell, R. J. Braun, and G. B. McFadden. Thermodynamically consistent phase-field models for solidification. Physica D, 69:189–200, 1993.
J. A. Warren and W. J Boettinger. Prediction of dendritic growth and microsegregation patterns in a binary alloy using the phase-field method. Acta metall. mater., 43:689–703, 1995.
A. A. Wheeler, B. T. Murray, and R. J. Schaefer. Computation of dendrites using a phase field model. Physica D, 66:243–262, 1993.
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Andersson, C. (2000). Computation of Dendrites on Parallel Distributed Memory Architectures. In: Engquist, B., Johnsson, L., Hammill, M., Short, F. (eds) Simulation and Visualization on the Grid. Lecture Notes in Computational Science and Engineering, vol 13. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-57313-2_20
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DOI: https://doi.org/10.1007/978-3-642-57313-2_20
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