Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models

1 code implementation • 2 Oct 2023 • Jichao Bao, Hongkyu Yoon, Jonghyun Lee

WGAN-GP is trained to generate high-dimensional K fields from a low-dimensional latent space and ES-MDA then updates the latent variables by assimilating available measurements.

Dimensionality Reduction Generative Adversarial Network +1