Activities & collaborations
ERC Synergy Grant “Understanding and Modelling the Earth System with Machine Learning” (USMILE)
Earth System Data Lab
Information from diverse and heterogeneous data streams must be interpreted jointly to understand complex extreme event impacts such as e.g. the Russian Heatwave 2010.
… more about causal discovery in the complex Earth system
Runge, J. et al. (2019). Inferring causation from time series in Earth system sciences. doi:10.1038/s41467-019-10105-3
Machine Learning for Earth and Climate Sciences
Model and understand the Earth system with Machine Learning and Process Understanding