Imitation or Identification: On the Causal Consistency of Deep Learning to Extrapolate into Future Climate

Winkler, Alexander

Imitation or Identification: On the Causal Consistency of Deep Learning to Extrapolate into Future Climate

Alexander J Winkler¹, Johannes Gensheimer², Christian Reimers², Albrecht Schall², Reda El Ghawi² and Basil Kraft³, (1)Max Planck Institute for Biogeochemistry, Department Biogeochemical Integration, Jena, Germany, (2)Max Planck Institute for Biogeochemistry, Jena, Germany, (3)Max-Planck-Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany