True 2D-to-3D Reconstruction of Heterogeneous Porous Media via Deep Generative Adversarial Networks (GANs)

Rapid and reliable 3D reconstructions of porous media using generative adversarial networks (GANs)• A new workflow is proposed for 3D image reconstruction of porous media using purely 2D electron and optical microscopy images.• Our model can generate realistic 3D images with high variability to assess the uncertainty of heterogeneous rocks