Expertise: Mathematical modelling of biosystems and bioprocesses, Statistically and biologically inspired optimization algorithms, dynamics and control of biological networks, parameter estimation, Mathematical modelling
Tools: including: - Dynamic modelling - Parameter estimation - Optimal experimental design - Dynamic optimization, Computational Systems Biology, Mathematica, Matlab, Partial differential equations, ODE, Computational and theoretical biology
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
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Projects: KOSMOBAC
Institutions: University of Aberdeen
Expertise: Mathematical modelling of biosystems and bioprocesses, Mathematical modelling
Tools: Deterministic models, including:- Dynamic modelling- Parameter estimation- Optimal experimental design- Dynamic optimization, Computational Systems Biology, Stochastic models, C programming, enzymatic analyses, data modeling, linux, ODE, Computational and theoretical biology
Expertise: Dynamic optimization., Systems Biology, sensitivity analysis, Optimal experimental design, Mathematical modelling of biosystems and bioprocesses, dynamics and control of biological networks, parameter estimation
Tools: Dynamic modelling, Computational Systems Biology, Deterministic models, Stochastic models, parameter estimation, differential algebraic equations, Matlab, Partial differential equations, ODE
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
Projects: BaCell-SysMO
Institutions: University of Stuttgart
Expertise: carbon metabolism, Signalling networks, metabolic networks, Nonlinear Dynamics, Systems Biology, stress responses, Mathematical modelling of biosystems and bioprocesses, Bacillus subtilis, Mathematical modelling, Biochemistry, Microbiology
Tools: fed-batch cultivation, Dynamic modelling, Computational Systems Biology, Deterministic models, continuous cultivation, Enzyme assay, Chromatography, Fermentation, Matlab, Mathematica, ODE, Computational and theoretical biology
I am a biologist in the lab of Prof. Reuss at the University of Stuttgart and I am working in the field of biotechnology and mathematical modelling.
Projects: PSYSMO, DigiSal, GenoSysFat, HUMET Startup, EmPowerPutida, MycoSynVac - Engineering Mycoplasma pneumoniae as a broad-spectrum animal vaccine, SAFE-Aqua, INDIE - Biotechnological production of sustainable indole
Institutions: Helmholtz Centre for Infection Research Braunscheig, Wageningen University & Research
Roles: Project Coordinator
Expertise: Biotechnology, Systems Biology, Optimal experimental design, Mathematical modelling of biosystems and bioprocesses, Microbiology
Tools: computational platform development, metabolic netwlrk visualization, reverse engineering, microbiology techniques, Metabolic Engineering, Computational Systems Biology, Microarray analysis, Fermentation, Proteomics, Genetic modification, Bioinformatics
My research activities has been to use mathematical models and Computational Biology to answer biological questions, intertwining in silico and experimental methods at all stages. I have a strong interest in exploring the interfaces between Fundamental Biology and bona fide Engineering, specifically in the realm of environmental and industrial problems. The research goals of my group are to contribute to the elucidation of mechanisms underlying basic cellular processes, evolution and ecological
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