84 citations · 357 across the 41 of their papers we have counts for
4 papers · 1 filter
Learning the GENERIC evolution
Martin Šípka, Michal Pavelka
We propose a novel approach for learning the evolution that employs differentiable neural networks to approximate the full GENERIC structure. Instead of manually choosing the fitte…
On the determination of vortex ring vorticity using Lagrangian particles
O. Outrata, M. Pavelka, J. Hron +3
Particles are a widespread tool for obtaining information from fluid flows. When Eulerian data are unavailable, they may be employed to estimate flow fields or to identify coherent…
Fluctuating Multiscale Mass Action Law
Abdellah Ajji, Jamal Chaouki, Miroslav Grmela +2
The classical mass action law in chemical kinetics is put into the context of multiscale thermodynamics.Despite the purely dissipative character of the classical mass action law, i…
A case study of non-Fourier heat conduction using Internal Variables and GENERIC
Mátyás Szücs, Michal Pavelka, Róbert Kovács +3
Applying simultaneously the methodology of Non-Equilibrium Thermodynamics with Internal Variables (NET-IV) and the framework of General Equation for the Non-Equilibrium Reversible-…