The platform strives to facilitate the diffusion of knowledge and synergies pertaining to data science and machine learning relevant to the geosciences and further OCCR domains. Topics of interest include general statistical modelling, simulation-based inference, deep learning and generative models, interplay between physical models and artificial intelligence, and usage of all these approaches and combinations thereof to produce predictions and scientific inferences with associated quantification of uncertainty. The unofficial name of the platform, FONDUE, reflects its particular interest for Fusing Observations and Numerical geoscience models with Data-driven, Uncertainty-aware, Explainable learning.
