84 citations · 319 across the 26 of their papers we have counts for
3 papers · 1 filter
Gradient and GENERIC evolution towards reduced dynamics
Miroslav Grmela, Vaclav Klika, Michal Pavelka
Let (M,J) be a dynamical model of macroscopic systems and (N,K) a less microscopic model (i.e. a model involving less details) of the same macroscopic systems; M and N are manifold…
Generalization of the dynamical lack-of-fit reduction
Michal Pavelka, Vaclav Klika, Miroslav Grmela
The lack-of-fit statistical reduction, developed and formulated first by Bruce Turkington, is a general method taking Liouville equation for probability density (detailed level) an…
Learning Physics from Data: a Thermodynamic Interpretation
Francisco Chinesta, Elias Cueto, Miroslav Grmela +3
Experimental data bases are typically very large and high dimensional. To learn from them requires to recognize important features (a pattern), often present at scales different to…