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Efficient GPU-based algorithms for solving systems of conservation laws

Abstract

The trend in high-performance computing toward heterogeneous architectures, such modern computers with GPUs, favors simpler algorithms with more parallelism over complex schemes. One example of algorithms with a high level of intrinsic parallelism is explicit numerical schemes based on compact stencils. These schemes are applicable to important problems in physics and engineering such as flood waves, transport in porous media, and gas dynamics. In this paper we consider the implementation of modern high-resolution schemes for hyperbolic conservation laws on state-of-the-art GPUs and evaluate the performance and scalability.

Category

Academic lecture

Language

English

Author(s)

Affiliation

  • SINTEF Digital / Mathematics and Cybernetics

Presented at

First International Workshop on Computational Engineering - Special Topic Fluid-Structure Interaction

Place

Herrsching am Ammersee, Germany

Date

12.10.2009 - 14.10.2009

Year

2009

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