Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder. - Jorge Lopez-Alvis; Eric Laloy; Frédéric Nguyen; Thomas Hermans (Comput. Geosci., 2021)

Dimensionality reduction for geophysical inversion in highly structured subsurface environments. - Jorge Lopez-Alvis (2021)