3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels

Yimin Liu, Louis J. Durlofsky

Geological parameterization enables the representation of geomodels in terms of a relatively small set of variables. Parameterization is therefore very useful in the context of dat…