An eikonal equation approach to thermodynamics and the gradient flows in information geometry
arXiv:2001.03437 · doi:10.1016/j.physa.2021.125820
Abstract
We can incorporate a "time" evolution into thermodynamics as a Hamilton-Jacobi dynamics. A set of the equations of states in thermodynamics is considered as the generalized eikonal equation, which is equivalent to Hamilton-Jacobi equation. We relate the Hamilton-Jacobi dynamics of a simple thermodynamic system to the gradient flows in information geometry.
Submitted to Physica A
References in corpus (3)
Cited by in corpus (5)
- On the Kaniadakis distributions applied in statistical physics and natural sciences
- A Hamiltonian approach to the gradient-flow equations in information geometry
- Mechanics of geodesics in Information geometry and Black Hole Thermodynamics
- Hamilton-Jacobi approach to thermodynamic transformations
- Deep Neural Networks as Discrete Dynamical Systems: Implications for Physics-Informed Learning