Original microstructural data of altered rocks and reconstructions using generative adversarial networks (GANs)

Hamed Amiri
We image two altered rock samples consisting of a meta-igneous and a serpentinite showing an isolated porous and fracture network, respectively. The rock samples are collected during previous visits to Swartberget, Norway in 2009 and Tønsberg, Norway in 2012. The objective is to employ a deep-learning-based model called generative adversarial network (GAN) to reconstruct statistically-equivalent microstructures. To evaluate the reconstruction accuracy, different polytope functions are calculated and compared in both original and reconstructed images. Compared...
This data repository is not currently reporting usage information. For information on how your repository can submit usage information, please see our documentation.