Modeling and simulation of the enzymatic kinetics for the production of Galactooligosaccharides (GOS) using an Artificial Neural Network hybrid model

Modeling and simulation of the enzymatic kinetics for the production of Galactooligosaccharides (GOS) using an Artificial Neural Network hybrid model

Due to the complexity of biochemical systems, the development of traditional phenomenological models is limited if the underlying mechanics are not entirely known. As an alternative, hybrid model frameworks, consisting of data-driven models complemented with first principles models like conservation...

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Bibliographic Details
Main Authors: Juan D. Hoyos, Mario A. Noriega, Carlos A.M. Riascos
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Digital Chemical Engineering
Subjects:
Hybrid modeling
Kinetic model
Neural networks
GOS
Online Access:http://www.sciencedirect.com/science/article/pii/S2772508123000509

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