Publications
Real-time high-resolution CO 2 geological storage prediction using nested Fourier neural operators.
Gege Wen, Zongyi Li, Kamyar Azizzadenesheli, Anima Anandkumar, Sally M Benson. Energy \& Environmental Science 2023
[Paper] [Arxiv] [Code]U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow.
Gege Wen, Zongyi Li, Kamyar Azizzadenesheli, Anima Anandkumar, Sally M Benson. Advances in Water Resources 2022.
[Code] [Paper] [Arxiv] [Media1] [Media2]CCSNet: a deep learning modeling suite for CO2 storage.
Gege Wen, Catherine Hay, Sally Benson. Advances in Water Resources 2021.
[Code] [Paper] [Arxiv] [Youtube]Towards a predictor for CO2 plume migration using deep neural networks.
Gege Wen, Meng Tang, Sally M Benson. International Journal of Greenhouse Gas Control 2021.
[Code] [Paper] [Arxiv]CO2 plume migration and dissolution in layered reservoirs.
Gege Wen, Sally M Benson. International Journal of Greenhouse Gas Control 2019.
[Paper]Criteria and workflow for selecting depleted hydrocarbon reservoirs for carbon storage.
Catherine Callas, Sarah D Saltzer, J Steve Davis, Sam S Hashemi, Anthony R Kovscek, Esuru R Okoroafor, Gege Wen, Mark D Zoback, Sally M Benson. Applied Energy 2022.
[Paper]