Discovering conservation laws from data for control
Conserved quantities, ie constants of motion, are critical for characterizing many dynamical
systems in science and engineering. These quantities are related to underlying symmetries …
systems in science and engineering. These quantities are related to underlying symmetries …
Lie group statistics and Lie group machine learning based on Souriau Lie groups thermodynamics & Koszul-Souriau-Fisher metric: New entropy definition as …
F Barbaresco - Entropy, 2020 - mdpi.com
In 1969, Jean-Marie Souriau introduced a “Lie Groups Thermodynamics” in Statistical
Mechanics in the framework of Geometric Mechanics. This Souriau's model considers the …
Mechanics in the framework of Geometric Mechanics. This Souriau's model considers the …
Hamiltonian and action principle formulations of plasma physics
PJ Morrison - Physics of plasmas, 2005 - pubs.aip.org
Hamiltonian and action principle formulations of the basic equations of plasma physics are
reviewed. Various types of Lagrangian and Poisson bracket formulations for kinetic and fluid …
reviewed. Various types of Lagrangian and Poisson bracket formulations for kinetic and fluid …
Carriers of Sargassum and mechanism for coastal inundation in the Caribbean Sea
We identify effective carriers of Sargassum in the Caribbean Sea and describe a mechanism
for coastal choking. Revealed from satellite altimetry, the carriers of Sargassum are …
for coastal choking. Revealed from satellite altimetry, the carriers of Sargassum are …
Inclusive curvaturelike framework for describing dissipation: Metriplectic 4-bracket dynamics
An inclusive framework for joined Hamiltonian and dissipative dynamical systems that are
thermodynamically consistent, ie, preserve energy and produce entropy, is given. The …
thermodynamically consistent, ie, preserve energy and produce entropy, is given. The …
Hamiltonian closures in fluid models for plasmas
E Tassi - The European Physical Journal D, 2017 - Springer
This article reviews recent activity on the Hamiltonian formulation of fluid models for plasmas
in the non-dissipative limit, with emphasis on the relations between the fluid closures …
in the non-dissipative limit, with emphasis on the relations between the fluid closures …
Formal stability in Hamiltonian fluid models for plasmas
E Tassi - Journal of Physics A: Mathematical and Theoretical, 2022 - iopscience.iop.org
We review the progress made, during the last decade, on the analysis of formal stability for
Hamiltonian fluid models for plasmas, carried out by means of the energy-Casimir (EC) …
Hamiltonian fluid models for plasmas, carried out by means of the energy-Casimir (EC) …
Noise and dissipation on coadjoint orbits
We derive and study stochastic dissipative dynamics on coadjoint orbits by incorporating
noise and dissipation into mechanical systems arising from the theory of reduction by …
noise and dissipation into mechanical systems arising from the theory of reduction by …
[HTML][HTML] Action principles for extended magnetohydrodynamic models
The general, non-dissipative, two-fluid model in plasma physics is Hamiltonian, but this
property is sometimes lost or obscured in the process of deriving simplified (or reduced) two …
property is sometimes lost or obscured in the process of deriving simplified (or reduced) two …
Hamiltonian formulation and analysis of a collisionless fluid reconnection model
The Hamiltonian formulation of a plasma four-field fluid model that describes collisionless
reconnection is presented. The formulation is noncanonical with a corresponding Lie …
reconnection is presented. The formulation is noncanonical with a corresponding Lie …