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AESS: Accelerated Exact Stochastic Simulation

AESS: Accelerated Exact Stochastic Simulation,10.1016/j.cpc.2011.07.013,Computer Physics Communications,David D. Jenkins,Gregory D. Peterson

AESS: Accelerated Exact Stochastic Simulation  
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The Stochastic Simulation Algorithm (SSA) developed by Gillespie provides a powerful mechanism for exploring the behavior of chemical systems with small species populations or with important noise contributions. Gene circuit simulations for systems biology commonly employ the SSA method, as do ecological applications. This algorithm tends to be computationally expensive, so researchers seek an efficient implementation of SSA. In this program package, the Accelerated Exact Stochastic Simulation Algorithm (AESS) contains optimized implementations of Gillespieʼs SSA that improve the performance of individual simulation runs or ensembles of simulations used for sweeping parameters or to provide statistically significant results.
Journal: Computer Physics Communications , vol. 182, no. 12, pp. 2580-2586, 2011
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