Uncertainty Quantification for Transport in Porous media using Parameterized Physics Informed neural Networks

Cedric Fraces Gasmi, Hamdi Tchelepi

We present a Parametrization of the Physics Informed Neural Network (P-PINN) approach to tackle the problem of uncertainty quantification in reservoir engineering problems. We demo…