12 citations · 13 across the 7 of their papers we have counts for
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cs.LG2022★ 1 cited
Generation of non-stationary stochastic fields using Generative Adversarial Networks
Alhasan Abdellatif, Ahmed H. Elsheikh, Daniel Busby +1
In the context of generating geological facies conditioned on observed data, samples corresponding to all possible conditions are not generally available in the training set and he…
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…