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3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels

Jul 16, 2020
Yimin Liu, Louis J. Durlofsky


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Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization

May 07, 2020
Su Jiang, Louis J. Durlofsky


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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems

Aug 16, 2019
Meng Tang, Yimin Liu, Louis J. Durlofsky


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A Deep-Learning-Based Geological Parameterization for History Matching Complex Models

Jul 07, 2018
Yimin Liu, Wenyue Sun, Louis J. Durlofsky


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