4.7 Article

Parallelization in time of numerical simulations of fully-developed plasma turbulence using the parareal algorithm

Journal

JOURNAL OF COMPUTATIONAL PHYSICS
Volume 229, Issue 18, Pages 6558-6573

Publisher

ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.jcp.2010.05.012

Keywords

Time parallelization; Parareal algorithm; Turbulent transport; Plasma turbulence; Magnetically confined plasmas

Funding

  1. DOE Office of Science [DE-FG02-04ER54741]
  2. U.S. Department of Energy (DOE) [DE-FG02-04ER54741] Funding Source: U.S. Department of Energy (DOE)

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It is shown that numerical simulations of fully-developed plasma turbulence can be successfully parallelized in time using the parareal algorithm. The result is far from trivial, and even unexpected, since the exponential divergence of Lagrangian trajectories as well as the extreme sensitivity to initial conditions characteristic of turbulence set these type of simulations apart from the much simpler systems to which the parareal algorithm has been applied to this day. It is also shown that the parallel gain obtainable with this method is very promising (close to an order of magnitude for the cases and implementations described), even when it scales with the number of processors quite differently to what is typical for spatial parallelization. (C) 2010 Elsevier Inc. All rights reserved.

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