An eikonal equation approach to thermodynamics and the gradient flows in information geometry

01/10/2020
by   Tatsuaki Wada, et al.
0

We can consider the equations of states in thermodynamics as the generalized eikonal equations, and incorporate a "time" evolution into thermodynamics as Hamilton-Jacobi dynamics. The gradient flows in information geometry is discussed as this dynamics of a simple thermodynamic system.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/30/2022

Weyl geometry and the gradient-flow equations in information geometry

The gradient-flow equations in information geometry is reconsidered from...
research
09/08/2022

Most probable flows for Kunita SDEs

We identify most probable flows for Kunita Brownian motions, i.e. stocha...
research
06/22/2022

Graph Neural Networks as Gradient Flows

Dynamical systems minimizing an energy are ubiquitous in geometry and ph...
research
10/17/2018

Identifying Vessel Branching from Fluid Stresses on Microscopic Robots

Objects moving in fluids experience patterns of stress on their surfaces...
research
02/22/2023

From Optimization to Sampling Through Gradient Flows

This article overviews how gradient flows, and discretizations thereof, ...
research
11/26/2022

Information Geometry of Dynamics on Graphs and Hypergraphs

We introduce a new information-geometric structure of dynamics on discre...
research
10/29/2018

Reduced models of point vortex systems

Nonequilibrium statistical models of point vortex systems are constructe...

Please sign up or login with your details

Forgot password? Click here to reset