A reinforcement learning‐based hybrid modeling framework for bioprocess kinetics identification
Author:
Affiliation:
1. Department of Chemical Engineering, Centre for Process Integration University of Manchester Manchester UK
2. Centre for Process Systems Engineering Imperial College London London UK
Publisher
Wiley
Subject
Applied Microbiology and Biotechnology,Bioengineering,Biotechnology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/bit.28262
Reference44 articles.
1. Cybernetic modeling of biological processes in mammalian systems
2. Utilisation of machine learning algorithms for the prediction of syngas composition from biomass bio-oil steam reforming
3. A kinetic model for growth and biosynthesis of medium-chain-length poly-(3-hydroxyalkanoates) in Pseudomonas putida
4. DeepMoD: Deep learning for model discovery in noisy data
5. Dynamic modeling and optimization of sustainable algal production with uncertainty using multivariate Gaussian processes
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