12 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 12 cited
Generating unrepresented proportions of geological facies using Generative Adversarial Networks
Alhasan Abdellatif, Ahmed H. Elsheikh, Gavin Graham +2
In this work, we investigate the capacity of Generative Adversarial Networks (GANs) in interpolating and extrapolating facies proportions in a geological dataset. The new generated…
stat.ML2020★ 4 cited
Bayesian Inversion Of Generative Models For Geologic Storage Of Carbon Dioxide
Gavin H. Graham, Yan Chen
Carbon capture and storage (CCS) can aid decarbonization of the atmosphere to limit further global temperature increases. A framework utilizing unsupervised learning is used to gen…