From Experiments, Data, Hybrid Models, and Digital Twins. Several Up- and Downstream Success Stories Highlighting the Benefits of Using Advanced Process Modeling

  • Mark Dürkop, PhD

    CEO Novasign GmbH, Project Lead BOKU - Department of Biotechnology, University of Natural Resources and Life Sciences, Vienna


The application of modeling tools to better understand and control bioprocess development and manufacturing has become a hot topic within the last few years. However, what do we actually need? Is it just about data and powerful modeling algorithms, or is there more to consider to accurately describe a process and transfer the knowledge and model structure from early-stage development until manufacturing?

Learning Objectives:

1. Discuss the overall goal of process modeling.

2. List experimental design concepts.

3. Discuss different modeling approaches for different requirements.


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