Deep Global Model Reduction Learning in Porous Media Flow Simulation

Siu Wun Cheung, Eric T. Chung, Yalchin Efendiev +3

In this paper, we combine deep learning concepts and some proper orthogonal decomposition (POD) model reduction methods for predicting flow in heterogeneous porous media. Nonlinear…