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State Observation of LTV Systems with Delayed Measurements: A Parameter Estim...
The dataset used in the paper is a linear time-varying (LTV) system with delayed measurements. The system is described by the equations: ˙x(t) = A(t)x(t) + B(t)u(t), y(t) =... -
Parameter estimation of ODE models using LSQ objective function
The dataset used for parameter estimation of ODE models, using a least squares (LSQ) objective function. -
Parameter estimation of ODE models using MSS objective function
The dataset used for parameter estimation of ODE models, using a multiple shooting for stochastic systems (MSS) objective function. -
Central Carbon Metabolism Model
Benchmark kinetic model of central carbon metabolism of Escherichia coli modeled by a system of 18 linear ODEs with 116 unknown parameters. -
Three-step Pathway Model
Benchmark kinetic model of a biological network for a three-step pathway modeled by 8 nonlinear ODEs describing 8 metabolic concentrations and 36 parameters. -
Identification of Parameters for Large-scale Kinetic Models
Numerical method for the inverse problem on the identification of parameters for large-scale systems of non-linear ordinary differential equations (ODEs) arising in systems...
