Hybrid modelling of biochemical processes: A comparison with the conventional approach

Growth of <i>Saccharomyces cerevisiae</i> is controlled by its limited respiratory capacity: Formulation and verification of a hypothesis

B. Sonnleitner, Othmar Käppeli · Biotechnology and Bioengineering · 1986 · 631 citations

Fungal Cell Biology, Ethanol Metabolism, Microbial Metabolism +17

Bioprocess optimization and control: Application of hybrid modelling

J.H. Schubert, Rimvydas Simutis, M. Dors et al. · Journal of Biotechnology · 1994 · 179 citations

Process Design, Biomanufacturing, Engineering +5

Dynamic process modeling with recurrent neural networks

Yong You, Michael Nikolaou · AIChE Journal · 1993 · 64 citations

Deep Neural Networks, Engineering, Machine Learning +14

Using measurement data in bioprocess modelling and control

Rimvydas Simutis · Trends in biotechnology · 1994 · 49 citations

Engineering, Measurement Data, Industrial Engineering +7

Creating efficient nonlinear neural network process models that allow model interpretation

Gary M. Scott, W. Harmon Ray · Journal of Process Control · 1993 · 41 citations

Model Optimization, Engineering, Machine Learning +8