Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow

Meng Tang, Yimin Liu, Louis J. Durlofsky

Data assimilation in subsurface flow systems is challenging due to the large number of flow simulations often required, and by the need to preserve geological realism in the calibr…