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Publications

Propagation of initial condition uncertainty for linear dynamical systems: Beyond the Gaussian assumption

Moment-based uncertainty propagation for deterministic biochemical network models with rational reaction rates

Uncertainty propagation for deterministic models of biochemical networks using moment equations and the extended Kalman filter

Derivation of moment equations for a nonlinear gene expression model with initial condition and parameter uncertainty

Efficient global sensitivity analysis of biochemical networks using Gaussian process regression

Analytical calculation of Sobol sensitivity indices for Gaussian Processes with a squared exponential covariance function

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