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Multiphysics simulations: Challenges and opportunities

Publication ,  Journal Article
Keyes, DE; McInnes, LC; Woodward, C; Gropp, W; Myra, E; Pernice, M; Bell, J; Brown, J; Clo, A; Connors, J; Constantinescu, E; Estep, D; Lu, Q ...
Published in: International Journal of High Performance Computing Applications
February 1, 2013

We consider multiphysics applications from algorithmic and architectural perspectives, where "algorithmic" includes both mathematical analysis and computational complexity, and "architectural" includes both software and hardware environments. Many diverse multiphysics applications can be reduced, en route to their computational simulation, to a common algebraic coupling paradigm. Mathematical analysis of multiphysics coupling in this form is not always practical for realistic applications, but model problems representative of applications discussed herein can provide insight. A variety of software frameworks for multiphysics applications have been constructed and refined within disciplinary communities and executed on leading-edge computer systems. We examine several of these, expose some commonalities among them, and attempt to extrapolate best practices to future systems. From our study, we summarize challenges and forecast opportunities. © The Author(s) 2012.

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Published In

International Journal of High Performance Computing Applications

DOI

EISSN

1741-2846

ISSN

1094-3420

Publication Date

February 1, 2013

Volume

27

Issue

1

Start / End Page

4 / 83

Related Subject Headings

  • Distributed Computing
  • 4606 Distributed computing and systems software
  • 4601 Applied computing
  • 0805 Distributed Computing
 

Citation

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Keyes, D. E., McInnes, L. C., Woodward, C., Gropp, W., Myra, E., Pernice, M., … Wohlmuth, B. (2013). Multiphysics simulations: Challenges and opportunities. International Journal of High Performance Computing Applications, 27(1), 4–83. https://doi.org/10.1177/1094342012468181
Keyes, D. E., L. C. McInnes, C. Woodward, W. Gropp, E. Myra, M. Pernice, J. Bell, et al. “Multiphysics simulations: Challenges and opportunities.” International Journal of High Performance Computing Applications 27, no. 1 (February 1, 2013): 4–83. https://doi.org/10.1177/1094342012468181.
Keyes DE, McInnes LC, Woodward C, Gropp W, Myra E, Pernice M, et al. Multiphysics simulations: Challenges and opportunities. International Journal of High Performance Computing Applications. 2013 Feb 1;27(1):4–83.
Keyes, D. E., et al. “Multiphysics simulations: Challenges and opportunities.” International Journal of High Performance Computing Applications, vol. 27, no. 1, Feb. 2013, pp. 4–83. Scopus, doi:10.1177/1094342012468181.
Keyes DE, McInnes LC, Woodward C, Gropp W, Myra E, Pernice M, Bell J, Brown J, Clo A, Connors J, Constantinescu E, Estep D, Evans K, Farhat C, Hakim A, Hammond G, Hansen G, Hill J, Isaac T, Jiao X, Jordan K, Kaushik D, Kaxiras E, Koniges A, Lee K, Lott A, Lu Q, Magerlein J, Maxwell R, McCourt M, Mehl M, Pawlowski R, Randles AP, Reynolds D, Rivière B, Rüde U, Scheibe T, Shadid J, Sheehan B, Shephard M, Siegel A, Smith B, Tang X, Wilson C, Wohlmuth B. Multiphysics simulations: Challenges and opportunities. International Journal of High Performance Computing Applications. 2013 Feb 1;27(1):4–83.
Journal cover image

Published In

International Journal of High Performance Computing Applications

DOI

EISSN

1741-2846

ISSN

1094-3420

Publication Date

February 1, 2013

Volume

27

Issue

1

Start / End Page

4 / 83

Related Subject Headings

  • Distributed Computing
  • 4606 Distributed computing and systems software
  • 4601 Applied computing
  • 0805 Distributed Computing