UE BLOC 4 - Processes and modeling

Apply optical and rheological investigation methods and techniques to plan, develop and optimize studies for characterizing biomolecules and their association kinetics.
Apply and adapt bioprocess automation and regulation methods to plan and control biotechnological processes, integrating scientific modeling and specification constraints.
Apply methods and principles for calculating heat and matter transfer, and for sizing the main unit operations, to develop, run and optimize bioprocesses.
Use mathematical and computer modeling tools to simulate and optimize bioprocesses.
Apply machine learning methods and techniques to analyze, predict evolutionary trends and predict bioprocess behavior, and improve decision-making processes.
Apply data processing tools and bioinformatics techniques to understand and analyze data from omics to organisms and ecosystems.