Preprint Open access
Parameterization method of reservoir properties for ensemble-based data assimilation using intermediate latent space of StyleGAN
Ensemble smoothers are the most successful and efficient techniques currently available for history matching. However, because these methods rely on Gaussian assumptions, their performance is severely degraded when the prior geology is described in terms of complex facies distributions (non-Gaussian). In this way, for …