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• W3036694777 abstract "Many real‐world processes and phenomena are modeled using systems of ordinary differential equations with parameters. Given such a system, we say that a parameter is globally identifiable if it can be uniquely recovered from input and output data. The main contribution of this paper is to provide theory, an algorithm, and software for deciding global identifiability. First, we rigorously derive an algebraic criterion for global identifiability (this is an analytic property), which yields a deterministic algorithm. Second, we improve the efficiency by randomizing the algorithm while guaranteeing the probability of correctness. With our new algorithm, we can tackle problems that could not be tackled before. A software based on the algorithm (called SIAN) is available at https://github.com/pogudingleb/SIAN . © 2020 Wiley Periodicals LLC" @default.
• W3036694777 created "2020-06-25" @default.
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• W3036694777 date "2020-06-17" @default.
• W3036694777 modified "2023-10-15" @default.
• W3036694777 title "Global Identifiability of Differential Models" @default.
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• W3036694777 doi "https://doi.org/10.1002/cpa.21921" @default.
• W3036694777 hasPublicationYear "2020" @default.
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