Goal-oriented sensitivity analysis for lattice kinetic Monte Carlo simulations
نویسندگان
چکیده
منابع مشابه
Goal-oriented sensitivity analysis for lattice kinetic Monte Carlo simulations.
In this paper we propose a new class of coupling methods for the sensitivity analysis of high dimensional stochastic systems and in particular for lattice Kinetic Monte Carlo (KMC). Sensitivity analysis for stochastic systems is typically based on approximating continuous derivatives with respect to model parameters by the mean value of samples from a finite difference scheme. Instead of using ...
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ژورنال
عنوان ژورنال: The Journal of Chemical Physics
سال: 2014
ISSN: 0021-9606,1089-7690
DOI: 10.1063/1.4868649