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Simulations of plasmas and fluids using anti-symmetric models
- Source :
- Journal of Computational Physics. 445:110631
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- ALMA (Anti-symmetric, Large-Moment, Accelerated) is a fast, flexible, and scalable toolkit designed to solve hyperbolic conservation law systems in hybrid supercomputers. This manuscript describes the theoretical background and implementation of ALMA , which uses the anti-symmetric formulation of fluids to obtain simple, robust, and easily paralellizable code. Practical GPU acceleration is realized on entire applications with an overall gain factor of 2 to 4. ALMA also provides a parallel, GPU accelerated sparse solver based on geometric multigrid, capable of diagonalizing linear systems with 239 unknowns. We demonstrate ALMA 's scaling and performance in petascale supercomputers and use standard fluid models to verify the overall approach with canonical benchmark problems.
- Subjects :
- Numerical Analysis
Conservation law
Physics and Astronomy (miscellaneous)
Computer science
Applied Mathematics
Linear system
Solver
Computer Science Applications
Computational science
Computational Mathematics
Petascale computing
Acceleration
Multigrid method
Modeling and Simulation
Scalability
Benchmark (computing)
Subjects
Details
- ISSN :
- 00219991
- Volume :
- 445
- Database :
- OpenAIRE
- Journal :
- Journal of Computational Physics
- Accession number :
- edsair.doi...........485b184ccb7884900af707d464e7f534