Jaxkineticmodel: Neural ordinary differential equations inspired parameterization of kinetic models.

<h4>Motivation</h4>Metabolic kinetic models are widely used to model biological systems. Despite their widespread use, it remains challenging to parameterize these Ordinary Differential Equations (ODE) for large scale kinetic models. Recent work on neural ODEs has shown the potential for...

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Bibliographic Details
Main Authors: Paul van Lent, Olga Bunkova, Bálint Magyar, Léon Planken, Joep Schmitz, Thomas Abeel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-07-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1012733
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