A new generation of predictive models: The added value of hybrid models for manufacturing processes of therapeutic proteins

Due to the lack of complete understanding of metabolic networks and reaction pathways, establishing a universal mechanistic model for mammalian cell culture processes remains a challenge. Contrarily, data‐driven approaches for modeling these processes lack extrapolation capabilities. Hybrid modeling...

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Veröffentlicht in:Biotechnology and bioengineering 2019-10, Vol.116 (10), p.2540-2549
Hauptverfasser: Narayanan, Harini, Sokolov, Michael, Morbidelli, Massimo, Butté, Alessandro
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Sprache:eng
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