1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2024
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…
eess.IV2023★ 1 cited
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…