Physics Informed Deep Learning for Transport in Porous Media. Buckley Leverett Problem

Cedric G. Fraces, Adrien Papaioannou, Hamdi Tchelepi

We present a new hybrid physics-based machine-learning approach to reservoir modeling. The methodology relies on a series of deep adversarial neural network architecture with physi…