1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2026
Parameterization method of reservoir properties for ensemble-based data assimilation using intermediate latent space of StyleGAN
Marcio A. Sampaio, Paulo H. Ranazzi, Martin J. Blunt
Ensemble smoothers are the most successful and efficient techniques currently available for history matching. However, because these methods rely on Gaussian assumptions, their per…
cs.LG2026★ 1 cited
Enhancing the Parameterization of Reservoir Properties for Data Assimilation Using Deep VAE-GAN
M. A. Sampaio, P. H. Ranazzi, M. J. Blunt
Currently, the methods called Iterative Ensemble Smoothers, especially the method called Ensemble Smoother with Multiple Data Assimilation (ESMDA) can be considered state-of-the-ar…