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Direct Estimation of Parameters in ODE Models Using WENDy: Weak-Form Estimation of Nonlinear Dynamics

We introduce the Weak-form Estimation of Nonlinear Dynamics (WENDy) method for estimating model parameters for non-linear systems of ODEs. Without relying on any numerical differential equation solvers, WENDy computes accurate estimates and is robust to large (biologically relevant) levels of measur...

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Detalles Bibliográficos
Autores principales: Bortz, David M., Messenger, Daniel A., Dukic, Vanja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10556152/
https://www.ncbi.nlm.nih.gov/pubmed/37796411
http://dx.doi.org/10.1007/s11538-023-01208-6