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physics.geo-ph2024★ 1 cited
Stochastic full waveform inversion with deep generative prior for uncertainty quantification
Yuke Xie, Hervé Chauris, Nicolas Desassis
To obtain high-resolution images of subsurface structures from seismic data, seismic imaging techniques such as Full Waveform Inversion (FWI) serve as crucial tools. However, FWI i…
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…