A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems. - Meng Tang; Yimin Liu 006; Louis J. Durlofsky (J. Comput. Phys., 2020)

3D CNN-PCA: A deep-learning-based parameterization for complex geomodels. - Yimin Liu 006; Louis J. Durlofsky (Comput. Geosci., 2021)