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