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Position-dependent memory kernel in generalized Langevin equations: Theory and numerical estimation.
Hadrien Vroylandt1, Pierre Monmarché2
1Sorbonne Université, Institut des Sciences du Calcul et des Données, ISCD, F-75005 Paris, France.
Generalized Langevin equations with non-linear forces and position-dependent friction are rigorously derived using the Mori-Zwanzig formalism. This work establishes a fluctuation-dissipation theorem and provides Volterra equations for model parametrization from simulations.
Area of Science:
- Statistical Mechanics
- Computational Physics
- Physical Chemistry
Background:
- Generalized Langevin equations model complex systems in molecular dynamics.
- Non-linear forces and position-dependent friction kernels are crucial for accurate simulations.
- The Mori-Zwanzig formalism provides a rigorous framework for deriving such equations.
Purpose of the Study:
- To rigorously derive generalized Langevin equations with specific complexities.
- To establish the relationship between noise and memory kernel via a fluctuation-dissipation theorem.
- To develop a method for numerical parametrization of these models.
Main Methods:
- Application of the Mori-Zwanzig formalism.
- Derivation of generalized Langevin equations.
- Analysis of fluctuation-dissipation relations.
- Formulation of Volterra-type equations for memory kernels.
Main Results:
- Rigorous derivation of generalized Langevin equations with non-linear forces and position-dependent friction kernels.
- Demonstration of a fluctuation-dissipation theorem connecting noise properties to the memory kernel.
- Obtained Volterra equations enabling numerical parametrization from all-atom simulations.
Conclusions:
- The Mori-Zwanzig formalism successfully derives complex generalized Langevin equations.
- A fundamental fluctuation-dissipation theorem is established for these systems.
- The derived Volterra equations offer a practical approach for model parameterization in molecular dynamics.
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