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Updated: Jun 11, 2026

Age-dependent Dynamics of Locomotion in Caenorhabditis elegans: A Lyapunov Exponent Analysis
Published on: September 23, 2025
Aging and nonergodicity beyond the Khinchin theorem.
1Department of Physics, Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat-Gan 52900, Israel.
This study generalizes the Khinchin theorem for nonstationary processes, classifying ergodic behavior and quantifying deviations using aging correlation functions. It reveals universal dynamics in particle displacement within binding potentials via fractional Fokker-Planck equations.
Area of Science:
- Statistical Physics
- Nonlinear Dynamics
- Complex Systems
Background:
- The Khinchin theorem establishes ergodicity conditions for stationary processes based on correlation functions.
- Many physical systems exhibit nonstationary processes with aging correlation functions, deviating from classical ergodicity.
- Understanding aging dynamics is crucial for characterizing complex physical systems.
Purpose of the Study:
- To classify the ergodic behavior of nonstationary processes with aging correlation functions.
- To propose a generalization of the Khinchin theorem for systems exhibiting aging.
- To quantify deviations from ergodicity in terms of aging correlation functions.
Main Methods:
- Classification of ergodic behavior in nonstationary systems.
- Development of a generalized Khinchin theorem.
- Application of the fractional Fokker-Planck equation framework.
- Derivation of analytical expressions for two-time correlation functions.
Main Results:
- A classification of ergodic behavior for systems with aging correlation functions is presented.
- A potential generalization of the Khinchin theorem is suggested.
- Deviations from ergodicity are quantified using aging correlation functions.
- A universal analytical expression for particle displacement correlation functions in binding potentials was derived, depending only on the first two moments of the Boltzmann distribution.
Conclusions:
- The study provides a theoretical framework for understanding ergodicity in nonstationary systems with aging.
- The findings reveal universal aspects of anomalous dynamics in binding potentials.
- The developed methods and results have potential applications in analyzing experimental data from complex systems.
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