Differentiable modeling to unify machine learning and physical models and advance Geosciences

Chaopeng Shen, Alison P. Appling, Pierre Gentine +27

Process-Based Modeling (PBM) and Machine Learning (ML) are often perceived as distinct paradigms in the geosciences. Here we present differentiable geoscientific modeling as a powe…