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Gege Wen
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U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow
G Wen, Z Li, K Azizzadenesheli, A Anandkumar, SM Benson
Advances in Water Resources 163, 104180, 2022
3372022
Towards a predictor for CO2 plume migration using deep neural networks
G Wen, M Tang, SM Benson
International Journal of Greenhouse Gas Control 105, 103223, 2021
101*2021
Real-time high-resolution CO 2 geological storage prediction using nested Fourier neural operators
G Wen, Z Li, Q Long, K Azizzadenesheli, A Anandkumar, SM Benson
Energy & Environmental Science 16 (4), 1732-1741, 2023
71*2023
CCSNet: a deep learning modeling suite for CO2 storage
G Wen, C Hay, S Benson
Advances in Water Resources 155 (104009), 2021
712021
Criteria and workflow for selecting depleted hydrocarbon reservoirs for carbon storage
C Callas, SD Saltzer, JS Davis, SS Hashemi, AR Kovscek, ER Okoroafor, ...
Applied Energy 324, 119668, 2022
522022
CO2 plume migration and dissolution in layered reservoirs
G Wen, SM Benson
International Journal of Greenhouse Gas Control 87, 66-79, 2019
392019
Fast uncertainty quantification of reservoir simulation with variational U-Net
L Jin, H Lu, G Wen
arXiv preprint arXiv:1907.00718, 2019
212019
Learning CO2 plume migration in faulted reservoirs with Graph Neural Networks
X Ju, FP Hamon, G Wen, R Kanfar, M Araya-Polo, HA Tchelepi
Computers & Geosciences 193, 105711, 2024
112024
Deep-Learning-Based Flow Prediction for CO2 Storage in Shale–Sandstone Formations
AK Chu, SM Benson, G Wen
Energies 16 (1), 246, 2022
112022
Optimizing Carbon Storage Operations for Long-Term Safety
Y Wang, M Zechner, G Wen, AL Corso, JM Mern, MJ Kochenderfer, ...
arXiv preprint arXiv:2304.09352, 2023
32023
Criteria and workflow for selecting saline formations for carbon storage
C Callas, JS Davis, SD Saltzer, SS Hashemi, G Wen, PO Gold, ...
International Journal of Greenhouse Gas Control 135, 104138, 2024
12024
Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network
Y Gu, C Spurin, G Wen
arXiv preprint arXiv:2411.14192, 2024
2024
CCSNet II: an advanced machine learning modeling suite for CO2 storage in anisotropic and heterogeneous media
G Wen, S Benson
AGU Fall Meeting Abstracts 2021, H33C-04, 2021
2021
CCSNet: an end-to-end web application for CO2 storage site management
A Chu, G Wen, S Benson
AGU Fall Meeting Abstracts 2021, ED45B-0645, 2021
2021
CCSNet: A deep learning modeling suite for CO [formula omitted] storage
G Wen, C Hay, SM Benson
2021
Predicting CO2 Plume Migration using Deep Neural Networks
G Wen, M Tang, SM Benson
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Articles 1–16