Geometric foundation of nonequilibrium transport: A Minkowski embedding of Markov dynamics

We introduce a unified framework for analyzing Markov dynamics by linking nonequilibrium thermodynamics with information geometry. Using the symmetrized Kullback-Leibler divergence, we reveal an intrinsic Minkowski structure in the parameter space that naturally separates symmetric elements, governed by kinetic activities and forces, from the antisymmetric behavior, characterized by thermodynamic currents and affinities. This formulation offers a systematic approach to probe the transport properties of Markov systems.

Authors

Publication Details

Journal
Physical review. E
Published
2025-05-06
DOI
https://doi.org/10.1103/physreve.111.054109
Citations
1
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
article
Field-Weighted Citation Impact
1.32
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article

Geometric foundation of nonequilibrium transport: A Minkowski embedding of Markov dynamics

David Andrieux
1 citations
Physical review. E
Advanced Thermodynamics and Statistical Mechanics
1.32
article

Geometric foundation of nonequilibrium transport: A Minkowski embedding of Markov dynamics

David Andrieux
article en
1 citations

Abstract

We introduce a unified framework for analyzing Markov dynamics by linking nonequilibrium thermodynamics with information geometry. Using the symmetrized Kullback-Leibler divergence, we reveal an intrinsic Minkowski structure in the parameter space that naturally separates symmetric elements, governed by kinetic activities and forces, from the antisymmetric behavior, characterized by thermodynamic currents and affinities. This formulation offers a systematic approach to probe the transport properties of Markov systems.

Physical review. EVol. 111(5)
Openalex Percentile: Top 20%
Advanced Thermodynamics and Statistical Mechanics
1.32
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Geometric foundation of nonequilibrium transport: A Minkowski embedding of Markov dynamics — David Andrieux · Physical review. E (2025) | TGRS Research Map | TGRS