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A parallel algorithm for Algebraic MultiGrid

Published: 02 April 2004 Publication History

Abstract

The major portion of computing time in a computational fluid dynamic (CFD) flow solver is consumed by the solution of the linear equations, the use of an efficient matrix solver is critical to obtain high performance flow solver. Currently, Algebraic Multi-Grid (AMG) is recognized in CFD community as one of the best choices to achieve high efficiency for solving linear algebraic equations. As AMG is increasingly used for large problems, its parallelization is highly demanded. In this paper, a parallel algorithm for AMG is proposed with regard to unique characteristics of partial differential equations governing fluid flows. An implicit block coupling method was developed and implemented into AMG. The parallelized AMG has demonstrated excellent performance on many test cases.

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    cover image ACM Conferences
    ACMSE '04: Proceedings of the 42nd annual ACM Southeast Conference
    April 2004
    485 pages
    ISBN:1581138709
    DOI:10.1145/986537
    • General Chair:
    • Seong-Moo Yoo,
    • Program Chair:
    • Letha Hughes Etzkorn
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 02 April 2004

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    Author Tags

    1. algebraic multi-grid
    2. numerical algorithms
    3. parallel algorithms
    4. parallel computing

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    ACM SE04: ACM Southeast Regional Conference 2004
    April 2 - 3, 2004
    Alabama, Huntsville

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