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cs.IT2014
Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics
Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis +1
In this paper we extend the parametric sensitivity analysis (SA) methodology proposed in Ref. [Y. Pantazis and M. A. Katsoulakis, J. Chem. Phys. 138, 054115 (2013)] to continuous t…
q-bio.MN2014★ 14 cited
Accelerated Sensitivity Analysis in High-Dimensional Stochastic Reaction Networks
Georgios Arampatzis, Markos A. Katsoulakis, Yannis Pantazis
In this paper, a two-step strategy for parametric sensitivity analysis for such systems is proposed, exploiting advantages and synergies between two recently proposed sensitivity a…