27 citations · 113 across the 12 of their papers we have counts for
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physics.comp-ph2022★ 1 cited
Estimating relative diffusion from 3D micro-CT images using CNNs
Stephan Gärttner, Florian Frank, Fabian Woller +2
In the past several years, convolutional neural networks (CNNs) have proven their capability to predict characteristic quantities in porous media research directly from pore-space…
physics.comp-ph2018★ 19 cited
An interior penalty discontinuous Galerkin approach for 3D incompressible Navier--Stokes equation for permeability estimation of porous media
Chen Liu, Florian Frank, Faruk O. Alpak +1
Permeability estimation of porous media from direct solving Navier--Stokes equation has a wide spectrum of applications in petroleum industry. In this paper, we utilize a pressure-…