Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls

Jungang Chen, Eduardo Gildin, John E. Killough

This paper presents a novel surrogate model for modeling subsurface fluid flow with well controls using a physics-informed convolutional recurrent neural network (PICRNN). The mode…