Parametric generation of conditional geological realizations using
generative neural networks

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Parametric generation of conditional geological realizations using generative neural networks

13 July 2018

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Papers citing "Parametric generation of conditional geological realizations using generative neural networks"

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Title
Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers Björn Lütjens Catherine H. Crawford C. Watson C. Hill Dava Newman AI4CE 52 10 0 23 Jul 2022
Generation of non-stationary stochastic fields using Generative Adversarial Networks A. Abdellatif A. Elsheikh Daniel Busby Philippe Berthet GAN 36 5 0 11 May 2022
Deep learning for prediction of complex geology ahead of drilling K. Fossum S. Alyaev J. Tveranger A. Elsheikh AI4CE 34 4 0 06 Apr 2021
Deep-Learning based Inverse Modeling Approaches: A Subsurface Flow Example Nanzhe Wang Haibin Chang Dongxiao Zhang AI4CE 77 61 0 28 Jul 2020
3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels Yimin Liu L. Durlofsky AI4CE 55 62 0 16 Jul 2020
Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching S. A. Canchumuni J. D. B. Castro Júlia Potratz A. Emerick M. Pacheco 57 48 0 08 May 2020
Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization Su Jiang L. Durlofsky 56 18 0 30 Apr 2020
Bayesian Inversion Of Generative Models For Geologic Storage Of Carbon Dioxide G. Graham Yan Chen GAN BDL 26 2 0 08 Jan 2020
Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities S. Mo N. Zabaras Xiaoqing Shi Jichun Wu 103 43 0 26 Jun 2019
DeepFlow: History Matching in the Space of Deep Generative Models L. Mosser O. Dubrule M. Blunt 64 13 0 14 May 2019
Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network Junxi Feng Xiaohai He Qizhi Teng Chao Ren Honggang Chen Yang Li AI4CE 3DV GAN 25 48 0 04 Apr 2019
Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother S. A. Canchumuni A. Emerick M. Pacheco OOD AI4CE 61 115 0 17 Dec 2018
A Deep-Learning-Based Geological Parameterization for History Matching Complex Models Yimin Liu Wenyue Sun L. Durlofsky 56 83 0 07 Jul 2018
Stochastic seismic waveform inversion using generative adversarial networks as a geological prior L. Mosser O. Dubrule M. Blunt GAN AI4CE 132 209 0 10 Jun 2018