Let me autodiff this thing: similarities and synergies between physical models and neural networks

Pierre Gentine, Columbia University of New York, Palisades, United States, Jianing Fang, Johns Hopkins University, Department of Earth and Planetary Sciences, Baltimore, United States and Markus Reichstein, Max Planck Institute for Biogeochemistry, Department Biogeochemical Integration, Jena, Germany