A general deep hybrid model for bioreactor systems: combining first Principles equations with deep neural networks
José Pinto, Mykaella Mestre, João R. C. Ramos, Rafael S. Costa, Gerald Striedner, Rui Oliveira
This paper introduces deep hybrid models combining first principles equations with deep neural networks for bioreactor systems, showing improved generalization and reduced CPU time compared to shallow models.
Computers & Chemical Engineering · Aug 9, 2022Peer-reviewedSystems Biology