Modélisation et inférence du lien entre deux variables à partir d'observations géoréférencées et hétérotopes. - Nicolas Desassis (2007)

A principled deep learning approach for geological facies generation. - Ferdinand Bhavsar; Nicolas Desassis; Fabien Ors; Thomas Romary (CoRR, 2023)

SPDE priors for uncertainty quantification of end-to-end neural data assimilation schemes. - Maxime Beauchamp; Nicolas Desassis; J. Emmanuel Johnson; Simon Benaïchouche; Pierre Tandeo; Ronan Fablet (CoRR, 2024)

Stochastic full waveform inversion with deep generative prior for uncertainty quantification. - Yuke Xie; Hervé Chauris; Nicolas Desassis (CoRR, 2024)

A stable deep adversarial learning approach for geological facies generation. - Ferdinand Bhavsar; Nicolas Desassis; Fabien Ors; Thomas Romary (Comput. Geosci., 2024)

Diffusion prior as a direct regularization term for FWI. - Yuke Xie; Hervé Chauris; Nicolas Desassis (CoRR, 2025)