From Shallow to Deep Bioprocess Hybrid Modeling: Advances and Future Perspectives

From Shallow to Deep Bioprocess Hybrid Modeling: Advances and Future Perspectives

Deep learning is emerging in many industrial sectors in hand with big data analytics to streamline production. In the biomanufacturing sector, big data infrastructure is lagging compared to other industries. A promising approach is to combine deep neural networks (DNN) with prior knowledge in hybrid...

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Bibliographic Details
Main Authors: Roshanak Agharafeie, João Rodrigues Correia Ramos, Jorge M. Mendes, Rui Oliveira
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Fermentation
Subjects:
artificial neural network
deep learning
hybrid model
hybrid neural network
bioprocess
digitalization
Online Access:https://www.mdpi.com/2311-5637/9/10/922

Internet

https://www.mdpi.com/2311-5637/9/10/922

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