1 citations · 2 across the 2 of their papers we have counts for
2 papers
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…
cs.LG2021★ 1 cited
Estimating permeability of 3D micro-CT images by physics-informed CNNs based on DNS
Stephan Gärttner, Faruk O. Alpak, Andreas Meier +2
In recent years, convolutional neural networks (CNNs) have experienced an increasing interest in their ability to perform a fast approximation of effective hydrodynamic parameters…