Deep global model reduction learning in porous media flow simulation

Cheung, SW; Chung, ET; Efendiev, Y; Gildin, E; Wang, Y; Zhang, J

Gildin, E (corresponding author), Texas A&M Univ, Dept Petr Engn, College Stn, TX 77843 USA.

COMPUTATIONAL GEOSCIENCES, 2020; 24 (1): 261

Abstract

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

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