From molecular dynamics to coarse self-similar solutions: a simple example using equation-free computation
Abstract
In the context of the recently developed "equation-free" approach to the computer-assisted analysis of complex systems, we illustrate the computation of coarsely self-similar solutions. Dynamic renormalization and fixed point algorithms for the macroscopic density dynamics are applied to the results of short bursts of appropriately initialized molecular dynamics in a simple diffusion simulation. The approach holds promise for locating coarse self-similar solutions and the corresponding exponents in a variety of multiscale computational contexts.
- Publication:
-
Journal of Non-Newtonian Fluid Mechanics
- Pub Date:
- January 2004
- DOI:
- 10.1016/j.jnnfm.2003.12.007
- arXiv:
- arXiv:physics/0312142
- Bibcode:
- 2004JNNFM.120..215C
- Keywords:
-
- Dynamic renormalization;
- Equation-free;
- Microscopic model;
- Distribution function;
- Physics - Computational Physics
- E-Print:
- 19 pages, 4 figures. Accepted in Journ. of non-Newtonian Fluid Mechanics