Robust Parameter Estimation for Rational Ordinary Differential Equations

Author name not available (Why is that?)

Publication date: 2 March 2023

Abstract: We present our Julia software package ParameterEstimation.jl, which estimates parameter values in parametric ODE models, using measured data. Our approach, unlike most other approaches, is not based on optimization. Instead, it is based on differential algebra, interpolation of the data using rational functions, and multivariable polynomial system solving. We compare the accuracy and time/memory performance of our software with other estimation software packages, SciMLSensitivity, AMIGO2, and IQM.

Has companion code repository: https://github.com/iliailmer/parameterestimation.jl

This page was built for publication: Robust Parameter Estimation for Rational Ordinary Differential Equations

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6428346)