73 citations · 347 across the 31 of their papers we have counts for
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cs.CE2022★ 4 cited
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…
cs.CE2020★ 8 cited
Embedded Fracture Model for Coupled Flow and Geomechanics
I. Shovkun, T. Garipov, H. A. Tchelepi
Fluid injection and production cause changes in reservoir pressure, which result in deformations in the subsurface. This phenomenon is particularly important in reservoirs with abu…
cs.CE2019★ 8 cited
Finite-Volume Simulation of Capillary-Dominated Flow in Matrix-Fracture Systems using Interface Conditions
Ammar Alali, Francois Hamon, Bradley Mallison +1
In numerical simulations of multiphase flow and transport in fractured porous media, the estimation of the hydrocarbon recovery requires accurately predicting the capillary-driven…