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A reinforcement learning‐based hybrid modeling framework for bioprocess kinetics identification

Constructing predictive models to simulate complex bioprocess dynamics, particularly time‐varying (i.e., parameters varying over time) and history‐dependent (i.e., current kinetics dependent on historical culture conditions) behavior, has been a longstanding research challenge. Current advances in h...

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Detalles Bibliográficos
Autores principales: Mowbray, Max R., Wu, Chufan, Rogers, Alexander W., Rio‐Chanona, Ehecatl A. Del, Zhang, Dongda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10092184/
https://www.ncbi.nlm.nih.gov/pubmed/36225098
http://dx.doi.org/10.1002/bit.28262