Machine learning and EVT-based downscaling of extremes in weather/climate models
- Post-processing methods for outputs of numerical weather prediction/climate models that preserve:
- Inter-variable dependencies
- Spatial consistency of the fields
•Modelling of surface runoff risk (bottom-up approach)
•Spatial diversification for insurance companies
•Actuaries Climate Index (ACI) for Switzerland
•Risk model for hail
