Neural variational Data Assimilation with Uncertainty Quantification using SPDE priors

Maxime Beauchamp, Ronan Fablet, Simon Benaichouche +3

The spatio-temporal interpolation of large geophysical datasets has historically been addressed by Optimal Interpolation (OI) and more sophisticated equation-based or data-driven D…