Abstract
We survey recent effort in establishing the hydrodynamic limits and the fluctuation limits for a class of interacting diffusions in domains. These systems are introduced to model the transport of positive and negative charges in solar cells. They are general microscopic models that can be used to describe macroscopic phenomena with coupled boundary conditions, such as the population dynamics of two segregated species under competition. Proving these two types of limits represents establishing the functional law of large numbers and the functional central limit theorem, respectively, for the empirical measures of the spatial positions of the particles. We show that the hydrodynamic limit is a pair of deterministic measures whose densities solve a coupled nonlinear heat equations, while the fluctuation limit can be described by a Gaussian Markov process that solves a stochastic partial differential equation.
Original language | English |
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Pages (from-to) | 717-736 |
Number of pages | 20 |
Journal | Frontiers of Mathematics in China |
Volume | 9 |
Issue number | 4 |
DOIs | |
Publication status | Published - Aug 2014 |
Externally published | Yes |
Keywords
- Dirichlet form
- Guassian process
- Hydrodynamic limit
- coupled partial differential equation
- fluctuation
- interacting diffusion
- martingales
- non-linear boundary condition
- reflected diffusion
- stochastic partial differential equation