Thermodynamic Geometric Constraint on the Spectrum of Markov Rate Matrices

The spectrum of Markov generators encodes physical information beyond simple decay and oscillation, which reflects irreversibility and governs the structure of correlation functions. In this Letter, we prove an ellipse theorem that provides a universal thermodynamic geometric constraint on the spectrum of Markov rate matrices. The theorem states that all eigenvalues lie within a specific ellipse in the complex plane. In particular, the imaginary parts of the spectrum, which indicate oscillatory modes, are bounded by the maximum thermodynamic force associated with individual transitions. This spectral bound further constrains the initial short-time behavior of correlation functions between two arbitrary observables. Finally, we compare our result with a previously proposed conjecture, which remains an open problem and warrants further investigation.

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Publication Details

Journal
Physical Review Letters
Published
2025-11-19
DOI
https://doi.org/10.1103/z4t2-18cx
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
article
Field-Weighted Citation Impact
0.00

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article

Thermodynamic Geometric Constraint on the Spectrum of Markov Rate Matrices

Karl J. Friston
Physical Review Letters
Advanced Thermodynamics and Statistical Mechanics
article

Thermodynamic Geometric Constraint on the Spectrum of Markov Rate Matrices

Karl J. Friston
article en

Abstract

The spectrum of Markov generators encodes physical information beyond simple decay and oscillation, which reflects irreversibility and governs the structure of correlation functions. In this Letter, we prove an ellipse theorem that provides a universal thermodynamic geometric constraint on the spectrum of Markov rate matrices. The theorem states that all eigenvalues lie within a specific ellipse in the complex plane. In particular, the imaginary parts of the spectrum, which indicate oscillatory modes, are bounded by the maximum thermodynamic force associated with individual transitions. This spectral bound further constrains the initial short-time behavior of correlation functions between two arbitrary observables. Finally, we compare our result with a previously proposed conjecture, which remains an open problem and warrants further investigation.

Physical Review LettersVol. 135(25)
Universitat Pompeu Fabra (ES), Kyoto University (JP), The University of Tokyo (JP), UCLouvain (BE)
John Templeton Foundation, European Commission, Fonds De La Recherche Scientifique - FNRS, Fédération Wallonie-Bruxelles, University of Tokyo, Japan Society for the Promotion of Science, Exploratory Research for Advanced Technology
Openalex Percentile: Top 68%
Advanced Thermodynamics and Statistical Mechanics
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