A Deep-Learning-Based Geological Parameterization for History Matching Complex Models

Yimin Liu, Wenyue Sun, Louis J. Durlofsky

A new low-dimensional parameterization based on principal component analysis (PCA) and convolutional neural networks (CNN) is developed to represent complex geological models. The…