- Development of an IOT sensor portfolio for environmental monitoring- Sensor data fusion algorithms for the state estimation of dynamical systems- Forecast models for precision agriculture- Model calibration and uncertainty propagation

- Conceptual design and modeling of various innovative simulation processes- Development of simulation models for physical systems and control engineering- Execution and evaluation of process simulations- Software development (tools, interfaces, etc.) - Software and system testing- Creation of specifications- Requirement analysises

"Large Eddy Simulation of the Thermodynamic Budgets in a Small Catchment"Fine scale numerical weather simulations/Large Eddy Simulations. Adaptation of the model code on the specific task and execution of the simulations on massive parallel supercomputers. Experience with bayesian methods for model initialisation and correction as well as in the analysis of remote sensing data (lidar, radar, satellite remote sensing) and in statistical fluid mechanics. Analysis of large amounts of data with multivariate methods and time series analysis, parallelisation of numerical solvers for partial differential equations.