Projects
Demystifying ion transport phenomena in electro-driven membrane process via the extended Donna-Manning model and Module-scale Analysis KU Leuven
Advanced biosystems modeling: a holistic approach incorporating submodel balancing, model structure sensitivity analysis and experimental identifiability Ghent University
Advanced mathematical models are necessary to optimize the currently used suboptimal biosystems. However, when constructing these models, often a mismatch between spatial and bioprocess description occurs. This project develops novel mathematical methodological concepts (model structure sensitivity analysis, uncertainty propagation, experimental identifiability) in order to restore the balance between submodels taking into account ...
Analysis of high-throughput data by means of support vector machines and kernel-based techniques: feature selection and adaptive model building. University of Antwerp
Essays on model specification in non-parametric consumption and production analysis. KU Leuven
This PhD focuses on non-parametric analysis of economic choice behaviour (both consumption and production behaviour). Contrary to more standard parametric techniques, non-parametric methods have as an advantage that they do not impose functional forms on the consumers' utilities or production technology. A specific application of this research is the analysis of consumption and production behaviour of multi-person families.
A first goal ...