A pathwise derivative approach to the computation of parameter sensitivities in discrete stochastic chemical systems
نویسندگان
چکیده
منابع مشابه
A pathwise derivative approach to the computation of parameter sensitivities in discrete stochastic chemical systems.
Characterizing the sensitivity to infinitesimally small perturbations in parameters is a powerful tool for the analysis, modeling, and design of chemical reaction networks. Sensitivity analysis of networks modeled using stochastic chemical kinetics, in which a probabilistic description is used to characterize the inherent randomness of the system, is commonly performed using Monte Carlo methods...
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ژورنال
عنوان ژورنال: The Journal of Chemical Physics
سال: 2012
ISSN: 0021-9606,1089-7690
DOI: 10.1063/1.3677230