Random element method for numerical modeling of diffusional processes
Abstract
The random element method is a generalization of the random vortex method that was developed for the numerical modeling of momentum transport processes as expressed in terms of the Navier-Stokes equations. The method is based on the concept that random walk, as exemplified by Brownian motion, is the stochastic manifestation of diffusional processes. The algorithm based on this method is grid-free and does not require the diffusion equation to be discritized over a mesh, it is thus devoid of numerical diffusion associated with finite difference methods. Moreover, the algrithm is self-adaptive in space and explicit in time, resulting in an improved numerical resolution of gradients as well as a simple and efficient computational procedure.
- Publication:
-
Numerical Methods in Fluid Dynamics
- Pub Date:
- 1982
- DOI:
- 10.1007/3-540-11948-5_24
- Bibcode:
- 1982LNP...170..224G
- Keywords:
-
- Computational Fluid Dynamics;
- Diffusion Theory;
- Numerical Analysis;
- Random Walk;
- Boundary Value Problems;
- Temperature Distribution;
- Fluid Mechanics and Heat Transfer