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Coarse graining from coarse-grained descriptions.

Pep Español1, Federico Vázquez

  • 1Departmento de Física Fundamental, Universidad Nacional de Educación, Madrid, Spain.

Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
|October 8, 2005
PubMed
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We generalized Zwanzig's projection operator method for non-deterministic dynamics. This allows coarse-graining descriptions where fluctuations matter, resulting in new Fokker-Planck equations for slower dynamics.

Area of Science:

  • Statistical Mechanics
  • Physical Chemistry
  • Non-equilibrium Thermodynamics

Background:

  • Zwanzig's projection operator method is a standard technique for deriving reduced descriptions in statistical mechanics.
  • Existing methods often assume deterministic dynamics, limiting their applicability to systems with significant fluctuations.
  • Coarse-graining is essential for simplifying complex systems but requires careful handling of fluctuations.

Purpose of the Study:

  • To generalize Zwanzig's projection operator method to non-deterministic dynamics.
  • To develop a framework for coarse-graining systems where fluctuations are important.
  • To derive reduced descriptions that retain the essential physics of fluctuations.

Main Methods:

  • Generalization of Zwanzig's projection operator method.

Related Experiment Videos

  • Application to systems described by Fokker-Planck equations.
  • Derivation of a two-level description for colloidal particle diffusion.
  • Main Results:

    • A novel method for coarse-graining non-deterministic dynamics.
    • The generalized method successfully describes systems with important fluctuations.
    • The derived slower dynamics are also described by a Fokker-Planck equation.
    • Successful illustration using colloidal particle diffusion.

    Conclusions:

    • The generalized method provides a powerful tool for analyzing complex systems with fluctuations.
    • This approach allows for a systematic derivation of reduced descriptions from a Fokker-Planck equation to another.
    • The method is applicable to various physical systems where coarse-graining and fluctuations are relevant.