Advective-diffusive motion on large scales from small-scale dynamics with an internal symmetry
arXiv:1603.06823 · doi:10.1103/PhysRevE.93.062147
Abstract
We consider coupled diffusions in -dimensional space and on a compact manifold and the resulting effective advective-diffusive motion on large scales in space. The effective drift (advection) and effective diffusion are determined as a solvability conditions in a multi-scale analysis. As an example we consider coupled diffusions in -dimensional space and on the group manifold of proper rotations, generalizing results obtained by H. Brenner (1981). We show in detail how the analysis can be conveniently be carried out using local charts and invariance arguments. As a further example we consider coupled diffusions in -dimensional complex space and on the group manifold . We show that although the local operators may be the same as for , due to the global nature of the solvability conditions the resulting diffusion will be different, and generally more isotropic.
20 pages, 4 figures
References in corpus (2)
Cited by in corpus (6)
- Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes
- Ergodic observables in non-ergodic systems: the example of the harmonic chain
- Diffusion of a Brownian ellipsoid in a force field
- Phase transitions in the mini-batch size for sparse and dense two-layer neural networks
- Steady diffusion in a drift field: a comparison of large deviation techniques and multiple-scale analysis
- Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems