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Machine-learning model selection and parameter estimation from kinetic data of complex first-order reaction systems

Dealing with a system of first-order reactions is a recurrent issue in chemometrics, especially in the analysis of data obtained by spectroscopic methods applied on complex biological systems. We argue that global multiexponential fitting, the still common way to solve such problems, has serious wea...

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Detalles Bibliográficos
Autores principales: Zimányi, László, Sipos, Áron, Sarlós, Ferenc, Nagypál, Rita, Groma, Géza I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352076/
https://www.ncbi.nlm.nih.gov/pubmed/34370771
http://dx.doi.org/10.1371/journal.pone.0255675

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