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

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