A generalized mean field theory of coarse-graining

Details A generalized mean field theory of coarse-graining A generalized mean field theory of coarse-graining

2010-07-12

arxiv.org/abs/1007.1818v1

Physics

Condensed Matter

Statistical Mechanics

10 pages

Scientific paper

A general mean field theory is presented for the construction of equilibrium coarse grained models. Inverse methods that reconstruct microscopic models from low resolution experimental data can be derived as particular implementations of this theory. The theory also applies to the opposite problem of reduction, where relevant information is extracted from available equilibrium ensemble data. These problems are central to the construction of coarse grained representations of complex systems, and commonly used coarse graining methods are derived as particular cases of the general theory.

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