A bootstrap-aggregated hybrid semi-parametric modeling framework for bioprocess development
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Medicine,Bioengineering,Biotechnology
Link
http://link.springer.com/content/pdf/10.1007/s00449-019-02181-y.pdf
Reference27 articles.
1. Thompson ML, Kramer MA (1994) Modeling chemical processes using prior knowledge and neural networks. AIChE J 40:1328–1340. https://doi.org/10.1002/aic.690400806
2. Psichogios DC, Ungar LH (1992) A hybrid neural network-first principles approach to process modeling. AIChE J 38:1499–1511. https://doi.org/10.1002/aic.690381003
3. Simutis R, Oliveira R, Manikowski M et al (1997) How to increase the performance of models for process optimization and control. J Biotechnol 59:73–89. https://doi.org/10.1016/S0168-1656(97)00166-1
4. Schubert J, Simutis R, Dors M et al (1994) Bioprocess optimization and control: application of hybrid modelling. J Biotechnol 35:51–68. https://doi.org/10.1016/0168-1656(94)90189-9
5. van Can HJL, te Braake HAB, Bijman A et al (1999) An efficient model development strategy for bioprocesses based on neural networks in macroscopic balances: part II. Biotechnol Bioeng 62:666–680. https://doi.org/10.1002/(SICI)1097-0290(19990320)62:6%3c666:AID-BIT6%3e3.0.CO;2-S
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