Research Interests

Bayesian inference

Generic approaches to unravel change patterns in complex time series

Climate observations

Investigation and identification of transition events underlying direct and indirect climate observations

Uncertainty quantification & analysis

Modelling stochastic transitions in complex dynamic systems using deterministic simulation codes

Scientific computing

Using information theory to map topological structures, such as event trees, onto process structures and data hierarchies