Concepedia

Deep-learning-generalized data-space inversion and uncertainty quantification framework for accelerating geological CO2 plume migration monitoring

Cong Xiao, Shicheng Zhang, Xingfang Ma, Tong Zhou, Tengfei Hou, Fushan Chen

Geoenergy Science and Engineering · 2023 · 21 citations · 44 references

DOI

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References

44

Ensemble smoother with multiple data assimilation

Alexandre A. Emerick, Albert C. Reynolds · Computers & Geosciences · 2012 · 1K citations

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U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow

Gege Wen, Zongyi Li, Kamyar Azizzadenesheli et al. · Advances in Water Resources · 2022 · 473 citations · Full text

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Open-source MATLAB implementation of consistent discretisations on complex grids

Knut‐Andreas Lie, Stein Krogstad, Ingeborg Skjelkvåle Ligaarden et al. · Computational Geosciences · 2011 · 426 citations · Full text

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Deep Convolutional Encoder‐Decoder Networks for Uncertainty Quantification of Dynamic Multiphase Flow in Heterogeneous Media

Water Resources Research · 2018 · 343 citations · Full text

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Deep Autoregressive Neural Networks for High‐Dimensional Inverse Problems in Groundwater Contaminant Source Identification

Water Resources Research · 2019 · 275 citations · Full text

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