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Scalable nonlinear programming framework for parameter estimation in dynamic biological system models

We present a nonlinear programming (NLP) framework for the scalable solution of parameter estimation problems that arise in dynamic modeling of biological systems. Such problems are computationally challenging because they often involve highly nonlinear and stiff differential equations as well as ma...

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Detalles Bibliográficos
Autores principales: Shin, Sungho, Venturelli, Ophelia S., Zavala, Victor M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6467427/
https://www.ncbi.nlm.nih.gov/pubmed/30908479
http://dx.doi.org/10.1371/journal.pcbi.1006828