Current research interests

My current research focuses on improving our understanding and prediction of hydrological processes at the catchment scale. Particularly, I am interested in contributions of different flood triggers during flood (and drought) events, interactions between climate change (changes in climatic variables) and changes in floods (droughts), and different aspects of uncertainty in hydrologic and water quality (sediment) models.

My specific research interests cover but are not limited to:

Uncertainty quantification
Data-driven approaches
Bayesian methods
Multi-objective, multi-data & multi-model inferences
Big data analysis
Machine learning
Intelligent parameter sampling

Floods & droughts
Extreme flow estimates
Flood typology
Effects of climate change
Hydrologic modeling
Sediment modeling
Hydrologic signatures
Alpine & poorly gauged catchments
Rating curve uncertainty
Value of data

Feel free to get in touch with me if you identify common interests.