158 citations · 451 across the 8 of their papers we have counts for
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physics.geo-ph2021★ 32 cited
U-FNO -- An enhanced Fourier neural operator-based deep-learning model for multiphase flow
Gege Wen, Zongyi Li, Kamyar Azizzadenesheli +2
Numerical simulation of multiphase flow in porous media is essential for many geoscience applications. Machine learning models trained with numerical simulation data can provide a…
physics.flu-dyn2021★ 104 cited
CCSNet: a deep learning modeling suite for CO storage
Gege Wen, Catherine Hay, Sally M. Benson
Numerical simulation is an essential tool for many applications involving subsurface flow and transport, yet often suffers from computational challenges due to the multi-physics na…