Contact
Cluster of Excellence “Machine Learning”
Maria-von-Linden-Str. 6
72076 Tübingen
+49 7071 2970896
felix.strnad@uni-tuebingen.de
Github
Research Interests
- Climate data analysis (reanalysis, satellites, meteorological and hydrological station networks)
- Interactions between climatic systems
- Nonlinear data analysis (complex networks, PCA)
- Supervised and unsupervised learning
- Reinforcement Learning in Earth System Models
Publications
2019
- Felix M. Strnad, Wolfram Barfuss, Jonathan F. Donges and Jobst Heitzig, Deep reinforcement learning in World-Earth system models to discover sustainable management strategies, Chaos (2019) doi.org/10.1063/1.5124673