[HTML][HTML] Machine learning uncovers analytical kinetic models of bioprocesses

T Forster, D Vázquez, C Müller… - Chemical Engineering …, 2024 - Elsevier
Identifying suitable kinetic models for bioprocesses is a complex task, particularly when
interpretable models are sought. Classical machine learning algorithms are gaining wide …

[PDF][PDF] Data-Driven and Hybrid Modeling and Optimization of Chemical and Biological Processes

T Forster - 2024 - research-collection.ethz.ch
The work presented in this thesis focuses on addressing modeling, optimization, and
flexibility analysis challenges which are encountered on different conceptual scales within …