Physicist, working on the modelling side.
Expertise: Mathematical modelling, dynamics and control of biological networks, parameter estimation, Statistically and biologically inspired optimization algorithms, Mathematical modelling of biosystems and bioprocesses
Tools: Computational and theoretical biology, ODE, Partial differential equations, Matlab, Mathematica, Computational Systems Biology, including: - Dynamic modelling - Parameter estimation - Optimal experimental design - Dynamic optimization
We are very interested in applying a systems approach (i.e. model-based concepts and related computational tools) to problems from the biological domain. In particular, we are doing research in computational systems biology, targetting the following topics:
- Parameter estimation (inverse problems, model calibration) in biochemical pathways
- Optimal experimental design (optimal dynamic experiments) for Systems Biology
- Dynamic optimization (optimal control) of biosystems and bioprocesses
Expertise: dynamics and control of biological networks, parameter estimation, Mathematical modelling of biosystems and bioprocesses, Optimal experimental design, Systems Biology, sensitivity analysis, Dynamic optimization.
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
Tools: Molecular Biology, Cell biology, Computational and theoretical biology, Metabolomics, Model organisms, SBML, ODE, Partial differential equations, Algebraic equations, Linear equations, Copasi, JWS Online, Matlab, Mathematica, SQL, Material balance based modeling
I'm a modeller, specialized in kinetic modeling of biochemical networks. My focus in the SysMO-LAB consortium is on creating models of Lactococcus lactis glycolysis and couple this to other related lactic acid bacteria like Streptococcus pyogenes and Enterococcus faecalis. Besides kinetic modeling, I'm also interested in combining various modeling techniques (genome-scale modeling, qualitative modeling).