1. Simulations of plasmas and fluids using anti-symmetric models
- Author
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Mark Kostuk, Ryan Stefan, Igor Sfiligoi, Federico David Halpern, and R. E. Waltz
- 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) - 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.
- Published
- 2021
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