Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters
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CHEMICAL ENGINEERING JOURNAL
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Shah, P., Sheriff, M. Z., Bangi, M., Kravaris, C., Kwon, J., Botre, C., & Hirota, J.
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Shah, Parth||Sheriff, M Ziyan||Bangi, Mohammed Saad Faizan||Kravaris, Costas||Kwon, Joseph Sang-Il||Botre, Chiranjivi||Hirota, Junichi
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Deep Learning
Hybrid Modeling
Industry-scale Fermentation
Kinetic Model
Sensitivity Analysis
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http://dx.doi.org/10.1016/j.cej.2022.135643