Time-parallel multiscale/multiphysics framework

George N Frantziskonis, Krishna Muralidharan, Pierre A Deymier, S. Simunovic, P. Nukala, S. Pannala

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

We introduce the time-parallel compound wavelet matrix method (tpCWM) for modeling the temporal evolution of multiscale and multiphysics systems. The method couples time parallel (TP) and CWM methods operating at different spatial and temporal scales. We demonstrate the efficiency of our approach on two examples: a chemical reaction kinetic system and a non-linear predator-prey system. Our results indicate that the tpCWM technique is capable of accelerating time-to-solution by 2-3-orders of magnitude and is amenable to efficient parallel implementation.

Original languageEnglish (US)
Pages (from-to)8085-8092
Number of pages8
JournalJournal of Computational Physics
Volume228
Issue number21
DOIs
StatePublished - Nov 20 2009

Fingerprint

Predator prey systems
Reaction kinetics
Chemical reactions
matrix methods
reaction kinetics
predators
chemical reactions

Keywords

  • Parallel-in-time
  • Wavelet-based multiscaling

ASJC Scopus subject areas

  • Computer Science Applications
  • Physics and Astronomy (miscellaneous)

Cite this

Time-parallel multiscale/multiphysics framework. / Frantziskonis, George N; Muralidharan, Krishna; Deymier, Pierre A; Simunovic, S.; Nukala, P.; Pannala, S.

In: Journal of Computational Physics, Vol. 228, No. 21, 20.11.2009, p. 8085-8092.

Research output: Contribution to journalArticle

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