walidaun/3D-CNNPCA

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

3D CNNPCA

Code example for "CNNPCA: A Deep-Learning-Based Geological Parameterization for Complex Geological Models" Yimin Liu, Louis J. Durlofsky

Data is available at:
https://drive.google.com/drive/folders/1rIH-lWUcYashjVcJkBtCFr4ralOv3sB0?usp=sharing

This workflow is tested with PyTorch 1.14 (cpu/gpu).