Parameter Estimation for a Kinetic Model of a Cellular System Using Model Order Reduction Method

Parameter Estimation for a Kinetic Model of a Cellular System Using Model Order Reduction Method

Order reduction methods are important tools for systems engineering and can be used, for example, for parameter estimation of kinetic models for systems biology applications. In particular, the Proper Orthogonal Decomposition (POD) method produces a reduced-order model of a system that is used for s...

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Bibliographic Details
Main Authors: Neveen Ali Eshtewy, Lena Scholz, Andreas Kremling
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
model order reduction
proper orthogonal decomposition
singular value decomposition
inverse problem
parameter estimation
kinetic model
Online Access:https://www.mdpi.com/2227-7390/11/3/699

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https://www.mdpi.com/2227-7390/11/3/699

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