On the role of geometry in statistical mechanics and thermodynamics II: Thermodynamic perspective
Ogul Esen, Miroslav Grmela, Michal Pavelka

TL;DR
This paper extends the GENERIC framework to a rate GENERIC structure, linking it to thermodynamics, kinetic theory, and the Onsager principle, providing a geometric foundation for non-equilibrium thermodynamics and rate thermodynamics.
Contribution
It introduces the rate GENERIC structure, extending the GENERIC framework and Onsager's principle, and connects it to kinetic theories and thermodynamics.
Findings
Rate GENERIC guarantees emergence of equilibrium states.
Rate entropy relates to entropy production and exists without entropy.
Extensions to chemical kinetics and Boltzmann theory are demonstrated.
Abstract
The General Equation for Non-Equilibrium Reversible-Irreversible Coupling (GENERIC) provides structure of mesoscopic multiscale dynamics that guarantees emergence of equilibrium states. Similarly, a lift of the GENERIC structure to iterated cotangent bundles, called a rate GENERIC, guarantees emergence of the vector fields that generate the approach to equilibrium. Moreover, the rate GENERIC structure also extends Onsager's variational principle. The MaxEnt (Maximum Entropy) principle in the GENERIC structure becomes the Onsager variational principle in the rate GENERIC structure. In the absence of external forces, the rate entropy is a potential that is closely related to the entropy production. In the presence of external forces when the entropy does not exist, the rate entropy still exists. While the entropy at the conclusion of the GENERIC time evolution gives rise to equilibrium…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Thermodynamics and Statistical Mechanics · Thermoelastic and Magnetoelastic Phenomena · Mathematical Biology Tumor Growth
