The article provides a theoretical description of the tensor approach to the software implementation of the cellular automaton model of diffusion. A block-synchronous cellular automaton with a neighborhood of Margolus was chosen as a model. Within the framework of the proposed approach, the rotation of the automaton block clockwise or counterclockwise can be carried out using a special operation on tensors, namely convolution. The approach discussed in this paper allows you to use various frameworks aimed at parallelizing computations to organize scientific calculations on modern powerful graphics adapters.
|Journal||Journal of Physics: Conference Series|
|Publication status||Published - 21 Dec 2020|
|Event||13th International Conference on Computer-Aided Technologies in Applied Mathematics, ICAM 2020 - Tomsk, Russian Federation|
Duration: 7 Sep 2020 → 9 Sep 2020
ASJC Scopus subject areas
- Physics and Astronomy(all)