Main current research activities
- Investigation of the impact of El-Nino-Southern Oscillation forcing on the extratropical dynamics using pullback attractors
- Investigation of dynamical dependences between climatic observables using tools of dynamical system theory and information theory
- Development of approaches for ensemble forecasting of multiscale systems, in particular for ocean-atmosphere coupled systems
- New approach for statistical postprocessing under model changes based on response theory
- Development and use of new techniques based on large deviation theory to investigate extreme events of the climate system
- Use of downscaling techniques based on analogues for generating past high-resolution fields of the surface mass balance over Antarctica
- Application of causal methods (in particular the Liang-Kleeman information flow) to diverse climate problems, including the study of sea ice - ocean - atmosphere interactions