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Physical Sciences and Mathematics Commons

Open Access. Powered by Scholars. Published by Universities.®

University of Massachusetts Amherst

Markos Katsoulakis

2014

Operator splitting

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Parallelization, Processor Communication And Error Analysis In Lattice Kinetic Monte Carlo, Giorgos Arampatzis, Markos Katsoulakis, Petr Plechac Jan 2014

Parallelization, Processor Communication And Error Analysis In Lattice Kinetic Monte Carlo, Giorgos Arampatzis, Markos Katsoulakis, Petr Plechac

Markos Katsoulakis

In this paper we study from a numerical analysis perspective the fractional step kinetic Monte Carlo (FS-KMC) algorithms proposed in [G. Arampatzis, M. A. Katsoulakis, P. Plechac, M. Taufer, and L. Xu, J. Comput. Phys., 231 (2012), pp. 7795--7814] for the parallel simulation of spatially distributed particle systems on a lattice. FS-KMC are fractional step algorithms with a time-stepping window $\Delta t$, and as such they are inherently partially asynchronous since there is no processor communication during the period $\Delta t$. In this contribution we primarily focus on the error analysis of FS-KMC algorithms as approximations of conventional, serial KMC. …