Research output: Contribution to journal › Article › peer-review
A random walk on small spheres method for solving transient anisotropic diffusion problems. / Shalimova, Irina; Sabelfeld, Karl K.
In: Monte Carlo Methods and Applications, Vol. 25, No. 3, 01.09.2019, p. 271-282.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - A random walk on small spheres method for solving transient anisotropic diffusion problems
AU - Shalimova, Irina
AU - Sabelfeld, Karl K.
PY - 2019/9/1
Y1 - 2019/9/1
N2 - A meshless stochastic algorithm for solving anisotropic transient diffusion problems based on an extension of the classical Random Walk on Spheres method is developed. Direct generalization of the Random Walk on Spheres method to anisotropic diffusion equations is not possible, therefore, we have derived approximations of the probability densities for the first passage time and the exit point on a small sphere. The method can be conveniently applied to solve diffusion problems with spatially varying diffusion coefficients and is simply implemented for complicated three-dimensional domains. Particle tracking algorithm is highly efficient for calculation of fluxes to boundaries. We present some simulation results in the case of cathodoluminescence and electron beam induced current in the vicinity of a dislocation in a semiconductor material.
AB - A meshless stochastic algorithm for solving anisotropic transient diffusion problems based on an extension of the classical Random Walk on Spheres method is developed. Direct generalization of the Random Walk on Spheres method to anisotropic diffusion equations is not possible, therefore, we have derived approximations of the probability densities for the first passage time and the exit point on a small sphere. The method can be conveniently applied to solve diffusion problems with spatially varying diffusion coefficients and is simply implemented for complicated three-dimensional domains. Particle tracking algorithm is highly efficient for calculation of fluxes to boundaries. We present some simulation results in the case of cathodoluminescence and electron beam induced current in the vicinity of a dislocation in a semiconductor material.
KW - Anisotropic diffusion equation
KW - flux
KW - spherical mean value relation
UR - http://www.scopus.com/inward/record.url?scp=85071424682&partnerID=8YFLogxK
U2 - 10.1515/mcma-2019-2047
DO - 10.1515/mcma-2019-2047
M3 - Article
AN - SCOPUS:85071424682
VL - 25
SP - 271
EP - 282
JO - Monte Carlo Methods and Applications
JF - Monte Carlo Methods and Applications
SN - 0929-9629
IS - 3
ER -
ID: 21489611