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

1 code implementation • 15 Jan 2020 • Cedric G. Fraces, Adrien Papaioannou, Hamdi Tchelepi

From a very limited dataset, the model learns the parameters of the governing equation and is able to provide an accurate physical solution, both in terms of shock and rarefaction.

BIG-bench Machine Learning