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Thermostatted kinetic equations as models for complex systems in physics and life sciences
1Dipartimento di Scienze Matematiche, Politecnico, Corso Duca degli Abruzzi 24, 10129 Torino, Italy. carlo.bianca@polito.it
This review explores deterministic thermostats for modeling complex systems far from equilibrium. These models help understand nonequilibrium stationary states in diverse fields like physics and life sciences.
Area of Science:
- Statistical Mechanics
- Non-equilibrium Thermodynamics
- Complex Systems Modeling
Background:
- Statistical mechanics excels at equilibrium thermodynamics but lacks a framework for non-equilibrium systems.
- Non-equilibrium systems require energy dissipation to reach steady states.
- Thermostats were historically used for equilibrium ensembles but are now adapted for non-equilibrium studies.
Purpose of the Study:
- To review kinetic models coupled with time-reversible deterministic thermostats.
- To explore their application in modeling large systems with inert and living components.
- To provide a framework for understanding non-equilibrium stationary states in complex systems.
Main Methods:
- General presentation of physical and mathematical definitions: non-equilibrium phenomena, Gauss least constraint principle, Gaussian thermostats.
- Review of various thermostatted mathematical models (Kac, Boltzmann, Jager-Segel, active particles).
- Focus on time-reversible deterministic thermostats for modeling non-equilibrium stationary states.
Main Results:
- Deterministic thermostats enable the modeling of non-equilibrium stationary states.
- The reviewed models cover a wide range of applications from physics to life sciences.
- Kinetic models coupled with thermostats offer a powerful approach for complex systems.
Conclusions:
- Deterministic thermostats are crucial for modeling non-equilibrium stationary states in complex systems.
- The surveyed models provide versatile tools for diverse scientific and engineering applications.
- This framework unifies the study of diverse phenomena across physics, biology, and social sciences.
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