581 citations · 721 across the 8 of their papers we have counts for
3 papers · 1 filter
Multimodal Functions as Flow Signatures in Complex Porous Media
Branko Bijeljic, Ali Q. Raeini, Qingyang Lin +1
This study refutes the premise that the distribution of flow speeds in complex porous media can be described by a simple function such as a normal or exponential variation. In many…
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior
Lukas Mosser, Olivier Dubrule, Martin J. Blunt
We present an application of deep generative models in the context of partial-differential equation (PDE) constrained inverse problems. We combine a generative adversarial network…
Conditioning of three-dimensional generative adversarial networks for pore and reservoir-scale models
Lukas Mosser, Olivier Dubrule, Martin J. Blunt
Geostatistical modeling of petrophysical properties is a key step in modern integrated oil and gas reservoir studies. Recently, generative adversarial networks (GAN) have been show…