TY - JOUR
T1 - Tensor approach to software implementation of cellular automata model of diffusion
AU - Matolygin, A. K.
AU - Shalyapina, N. A.
AU - Gromov, M. L.
AU - Torgaev, S. N.
N1 - Funding Information:
The reported study was funded by RFBR according to the research project № 20-31-90070.
Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/12/21
Y1 - 2020/12/21
N2 - 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.
AB - 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.
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U2 - 10.1088/1742-6596/1680/1/012035
DO - 10.1088/1742-6596/1680/1/012035
M3 - Conference article
AN - SCOPUS:85098578300
VL - 1680
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
SN - 1742-6588
IS - 1
M1 - 012035
T2 - 13th International Conference on Computer-Aided Technologies in Applied Mathematics, ICAM 2020
Y2 - 7 September 2020 through 9 September 2020
ER -