SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes

no code implementations • 2 Feb 2024 • Maxime Beauchamp, Nicolas Desassis, J. Emmanuel Johnson, Simon Benaichouche, Pierre Tandeo, Ronan Fablet

Recent advances in the deep learning community also enables to adress this problem as neural architecture embedding data assimilation variational framework.

Gaussian Processes Uncertainty Quantification