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- Title
Simulation of binary random fields with Gaussian numerical models.
- Authors
Prigarin, Sergei M.; Martin, Andreas; Winkler, Gerhard
- Abstract
We present a method for numerical modeling of binary homogeneous random fields based on thresholds of Gaussian functions. The method enables us to reproduce the average value and correlation function of the observed binary field. The method is comparatively simple, and on several examples we demonstrate that it can be effective for simulation of a wide class of binary random fields.
- Subjects
NUMERICAL analysis; MATHEMATICAL models; HOMOGENEOUS spaces; GAUSSIAN processes; MATHEMATICAL functions
- Publication
Monte Carlo Methods & Applications, 2010, Vol 16, Issue 2, p129
- ISSN
0929-9629
- Publication type
Article
- DOI
10.1515/MCMA.2010.004