Related Experiment Video
Updated: Apr 5, 2026

An Analog Macroscopic Technique for Studying Molecular Hydrodynamic Processes in Dense Gases and Liquids
Published on: December 4, 2017
Entropy production in a non-Markovian environment
Aki Kutvonen1, Tapio Ala-Nissila1,2, Jukka Pekola3
1COMP Center of Excellence, Department of Applied Physics, Aalto University School of Science, P.O. Box 11000, FI-00076 Aalto, Espoo, Finland.
This study introduces a non-Markovian model for open systems, revealing new entropy production terms crucial for understanding fluctuation relations in driven systems. These findings extend thermodynamics to small, non-equilibrium scales.
Area of Science:
- Physics
- Non-equilibrium Thermodynamics
- Statistical Mechanics
Background:
- Stochastic thermodynamics and fluctuation relations extend classical thermodynamics to small, non-equilibrium systems.
- Current models often assume Markovian dynamics, which may not hold for driven systems.
- The validity of the Markovian approximation in non-equilibrium conditions is questionable.
Purpose of the Study:
- To introduce an explicitly non-Markovian model for open system dynamics.
- To investigate the impact of system-environment correlations on thermodynamic variables.
- To derive modified fluctuation relations for entropy in non-equilibrium systems.
Main Methods:
- Development of a non-Markovian model for open systems.
- Analysis of correlations between system and environment.
- Derivation of non-Markovian entropy production terms.
- Explicit derivation of modified fluctuation relations for an overheated single electron box.
Main Results:
- Introduced a novel non-Markovian dynamics model for open systems.
- Identified a new non-Markovian entropy production term arising from system-environment correlations.
- Demonstrated that non-Markovian components are essential for recovering fluctuation relations.
- Derived modified fluctuation relations for an overheated single electron box.
Conclusions:
- The Markovian approximation is insufficient for driven non-equilibrium systems.
- Non-Markovian dynamics and associated entropy production terms are critical for accurate thermodynamic descriptions.
- Modified fluctuation relations are necessary to account for non-Markovian effects in small systems.
Related Concept Videos
Entropy Change in Reversible Processes
The statement can be further generalized to prove that entropy is a state function. Take a cyclic process between any two points on a p-V diagram.
Entropy
When an ideal gas expands isothermally, the disorder in the gas increases. From the molecular perspective, the gas molecules have more volume to move around in.
Consider an infinitesimal step in the expansion, which...
Entropy
Entropy and the Second Law of Thermodynamics
The relation between entropy and disorder can be illustrated with the example of the phase change of ice to water. In ice, the molecules are located at specific sites giving a solid state, whereas, in a liquid form, these molecules are much freer to move. The molecular arrangement has therefore become more randomized. Although the change in average...
Entropy and the Second Law of Thermodynamics
The Entropy as a State Function

