Concepedia

Reconstructing porous media using generative flow networks

Kelly Guan, Timothy Anderson, Patrice Creux, Anthony R. Kovscek

Computers & Geosciences · 2021 · 39 citations · 53 references

Open access

Concepts

EngineeringHydrologyPetroleum EngineeringPetrophysicsReservoir SimulationSubsurface Fluid FlowFluid-flow In Porous MediaGroundwater FlowPore Structure AnalysisPorosity AnalysisPorous Media FlowTransport In Porous MediaFlow NetworksFlow Through Porous MediaPore Network AnalysisPorous MediaPorous Media Flow Modeling

References

53

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola et al. · 2017 · 21.9K citations · Full text

Computing, Computer Science, Computer Vision +9

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Proceedings of IEEE International Conference on Computer Vision

1995 · 12.9K citations

Computing, Computer Engineering, Computer Science +14

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Alec Radford, Luke Metz, Soumith Chintala · arXiv (Cornell University) · 2015 · 7K citations · Full text

Computing, Computer Science, Computer Vision +15