We analyze the different degrees of accuracy of two Monte Carlo methods for the simulation of one-dimensional diffusion processes with homogeneous or spatial dependent diffusion coefficient that we assume correctly described by a differential equation. The methods analyzed correspond to fixed and Ga
Differences between fixed time step and kinetic Monte Carlo methods for biased diffusion
✍ Scribed by V. Ruiz Barlett; J.J. Bigeón; M. Hoyuelos; H.O. Mártin
- Publisher
- Elsevier Science
- Year
- 2009
- Tongue
- English
- Weight
- 480 KB
- Volume
- 228
- Category
- Article
- ISSN
- 0021-9991
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✦ Synopsis
We consider biased diffusion in a one-dimensional lattice and compare results obtained with fixed time step and kinetic Monte Carlo methods. Spurious dispersion and particle position correlation appear with the fixed time step Monte Carlo approach. The mentioned correlation increases with time. We demonstrate that the correct results, that correspond to a time step that tends to zero, are obtained using the kinetic Monte Carlo method. The conclusions also apply to biased diffusion in two or more dimensions and to random deposition.
📜 SIMILAR VOLUMES
The influence of the time step size on co' elation among terms in the diffusion series and criteria for estimating sampling accuracy are discussed for diffusion quantu ," Monte Carlo calculations.