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toolbox for parameter estimation and simulation  (COMSOL Inc)

 
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    Structured Review

    COMSOL Inc toolbox for parameter estimation and simulation
    Toolbox For Parameter Estimation And Simulation, supplied by COMSOL Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/simulation+toolbox/toolbox+for+parameter+estimation+and+simulation/pm19157629-575-3-27
    Average 90 stars, based on 1 article reviews
    toolbox for parameter estimation and simulation - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: A perturbation-based estimate algorithm for parameters of coupled ordinary differential equations, applications from chemical reactions to metabolic dynamics.
    Article Snippet: Conversion of complex phenomena in medicine, pharmaceutical and systems biology fields to a system of ordinary differential equations (ODEs) and identification of parameters from experimental data and theoretical model equations can be treated as a computational engine to arrive at the best solution for chemical reactions, biochemical metabolic and intracellular pathways.. Particularly, to gain insight into the pathophysiology of diabetes’s metabolism in our current clinical studies, glucose kinetics and insulin secretion can be assessed by the ODE model. Parameter estimation is usually performed by minimizing a cost function which quantifies the difference between theoretical model predictions and experimental measurements.. Numerical integration Parameter estimation Compartment analysis Cost function This paper explores how the numerical method and iteration program are developed to search ODE’s parameters using the perturbation method, instead of the Gauss–Newton or Levenberg–Marquardt method.



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