30 citations · 33 across the 6 of their papers we have counts for
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physics.flu-dyn2023
Modeling inertial flows with meshless Lattice Boltzmann Method
Dawid Strzelczyk, Maciej Matyka
One of the limitations of the Lattice Boltzmann Method in simulating inertial flows is the coupling of the discretization of space to the velocity discretization. It requires an in…
physics.flu-dyn2023★ 1 cited
Study of the convergence of the Meshless Lattice Boltzmann Method in Taylor-Green and annular channel flows
Dawid Strzelczyk, Maciej Matyka
The Meshless Lattice Boltzmann Method (MLBM) is a numerical tool that relieves the standard Lattice Boltzmann Method (LBM) from regular lattices and, at the same time, decouples sp…
physics.comp-ph2023★ 30 cited
Deep learning for diffusion in porous media
Krzysztof M. Graczyk, Dawid Strzelczyk, Maciej Matyka
We adopt convolutional neural networks (CNN) to predict the basic properties of the porous media. Two different media types are considered: one mimics the sand packings, and the ot…