23 citations · 60 across the 11 of their papers we have counts for
3 papers · 1 filter
Physics Informed Deep Learning for Flow and Transport in Porous Media
Cedric Fraces Gasmi, Hamdi Tchelepi
We present our progress on the application of physics informed deep learning to reservoir simulation problems. The model is a neural network that is jointly trained to respect gove…
An efficient distribution method for nonlinear two-phase flow in highly heterogeneous multidimensional stochastic porous media
Fayadhoi Ibrahima, Hamdi A. Tchelepi, Daniel W. Meyer
In the context of stochastic two-phase flow in porous media, we introduce a novel and efficient method to estimate the probability distribution of the wetting saturation field unde…
Level-set method for accurate modeling of two-phase immiscible flow with moving contact lines
Moataz O. Abu-Al-Saud, Cyprien Soulaine, Amir Riaz +1
We developed a sharp interface level-set approach for two-phase immiscible flow with moving contact lines. The Cox-Voinov model is used to describe the moving contact line. A piece…