Parallelization of Gillespie algorithm based on binary words

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Vydáno v:arXiv.org (Dec 21, 2024), p. n/a
Hlavní autor: Lacoste, David
Další autoři: Castellana, Michele
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Cornell University Library, arXiv.org
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Popis
Abstrakt:We present an improvement of the Gillespie Exact Stochastic Simulation Algorithm, which leverages a bitwise representation of variables to perform independent simulations in parallel. We show that the subsequent gain in computational yield is significant, and it may allow to perform simulations of non-well mixed chemical systems. We illustrate this idea with simulations of Frank model, originally introduced to explain the emergence of homochirality in prebiotic systems.
ISSN:2331-8422
Zdroj:Engineering Database