Expertise: Systems Biology, Dynamic optimization., Metabolic Networks
Projects: COSMIC
Institutions: Beuth University of Applied Sciences Berlin
https://orcid.org/0000-0001-6096-1354Expertise: Mathematical modelling, Data Management, coupling metabolome and environome, rapid sampling experiments, dynamics of biological networks, bioreactor models, Optimal experimental design, Dynamic optimization., Nonlinear Dynamics, Data Integration, Parameter estimation
Tools: SBML, Matlab, Fermentation, Material balance based modeling, stimulus response experiments, evaluation of process dynamics, continuous cultivation, Dynamic modelling
Process engineer, modeling biological systems since 1985.
Expertise: Mathematical modelling of biosystems and bioprocesses, Optimal experimental design, Systems Biology, sensitivity analysis, Dynamic optimization., Dynamics and Control of Biological Networks, Parameter estimation
Tools: ODE, Partial differential equations, Matlab, differential algebraic equations, Stochastic models, Computational Systems Biology, Deterministic models, Dynamic modelling, Parameter estimation
I am a postdoctoral researcher in the group of Julio Banga. My research is focused on computational systems biology with particular attention to the mathematical modelling of biosystems and bioprocesses. Some of the topics we address are:
- Parameter estimation
- Model identifiability
- Global sensitivity analysis
- Optimal experimental design
- Dynamic optimization
- Robust control of diffusion-reaction systems