Abstract
Effective dynamics using conditional expectation was proposed in [F. Legoll and T. Lelièvre, Nonlinearity, 23 (2010), pp. 2131-2163] to approximate the essential dynamics of high-dimensional diffusion processes along a given reaction coordinate. The approximation error of the effective dynamics when it is used to approximate the behavior of the original dynamics has been considered in recent years. As a continuation of the previous work [F. Legoll, T. Lelièvre, and S. Olla, Stochastic Process. Appl., 127 (2017), pp. 2841-2863], in this paper we obtain pathwise estimates of effective dynamics for both nonlinear and vector-valued reaction coordinate functions.
| Original language | English |
|---|---|
| Pages (from-to) | 1019-1051 |
| Number of pages | 33 |
| Journal | Multiscale Modeling and Simulation |
| Volume | 17 |
| Issue number | 3 |
| Publication status | Published - 1 Jan 2019 |
Keywords
- Diffusion process
- Effective dynamics
- Pathwise estimates
- Reaction coordinate
- Time scale separation
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