Metabolic and Bioprocess Modeling for Animal Cells Course

Course details

This is an introductory course intended to cover the main modelling approaches relevant to animal cell systems. The course will cover the following topics: 1) Kinetic and stoichiometric modelling, 2) Flux balance analysis, 3) AI/ML applications, data-driven soft sensors, and hybrid-modeling of cell bioreactors, 4) Chemometric modelling of Process Analytical Technologies, 4) Machine learning approaches for analysing multiomics datasets.

Course materials

Please download the required materials for the hands-on workshop activites from below links:

Metabolic Modeling Activity 4

Transcriptome Activity