Subsurface Characterization using Ensemble-based Approaches with Deep Generative Models

Jichao Bao, Hongkyu Yoon, Jonghyun Lee

Estimating spatially distributed properties such as hydraulic conductivity (K) from available sparse measurements is a great challenge in subsurface characterization. However, the…