A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems

Meng Tang, Yimin Liu, Louis J. Durlofsky

A deep-learning-based surrogate model is developed and applied for predicting dynamic subsurface flow in channelized geological models. The surrogate model is based on deep convolu…