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Discrete event cellular automata: A new approach to cellular automata for computational material science

by James J Nutaro, Benjamin C Stump, Pratishtha Shukla
Publication Type
Journal
Journal Name
Computational Materials Science
Publication Date
Page Number
111990
Volume
219

We explore the computational advantages of discrete event simulation for cellular automata models of grain growth. These benefits include a reduction in execution time by up to an order of magnitude and the elimination of numerical errors that stem from overshooting grain capture events and approximating a Poisson process with a Bernoulli process. The fundamental mechanisms speeding up the discrete event simulation are uncovered, and with these we create a speedup model that explains our experimental outcomes.