Neural SPDE solver for uncertainty quantification in high-dimensional space-time dynamics

Maxime Beauchamp, Ronan Fablet, Hugo Georgenthum

Historically, the interpolation of large geophysical datasets has been tackled using methods like Optimal Interpolation (OI) or model-based data assimilation schemes. However, the…