Abstract
Consider diffusions on ℝk, k > 1, governed by the Itô equation d X (t)={b(X(t)) + β(X(t)/a)}dt + σdB(t), where b, β are periodic with the same period and are divergence free, σ is nonsingular and a is a large integer. Two distinct Gaussian phases occur as time progresses. The initial phase is exhibited over times 1 ≪ t ≪ a2/3. Under a geometric condition on the velocity field β, the final Gaussian phase occurs for times t ≫ a2(log a)2, and the dispersion grows quadratically with a. Under a complementary condition, the final phase shows up at times t ≫ a4(log a)2, or t ≫ a2 log a under additional conditions, with no unbounded growth in dispersion as a function of scale. Examples show the existence of non-Gaussian intermediate phases. These probabilisitic results are applied to analyze a multiscale Fokker-Planck equation governing solute transport in periodic porous media. In case b, β are not divergence free, some insight is provided by the analysis of one-dimensional multiscale diffusions with periodic coefficients.
Original language | English (US) |
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Pages (from-to) | 951-1020 |
Number of pages | 70 |
Journal | Annals of Applied Probability |
Volume | 9 |
Issue number | 4 |
DOIs | |
State | Published - Nov 1999 |
Keywords
- Diffusion on a big torus
- Growth in dispersion
- Initial and final Gaussian phases
- Speed of convergence to equilibrium
ASJC Scopus subject areas
- Statistics and Probability
- Statistics, Probability and Uncertainty