http://www.cnr.it/ontology/cnr/individuo/prodotto/ID14450
A model based on cellular automata for the parallelsimulation of 3D unsaturated flow (Articolo in rivista)
- Type
- Label
- A model based on cellular automata for the parallelsimulation of 3D unsaturated flow (Articolo in rivista) (literal)
- Anno
- 2006-01-01T00:00:00+01:00 (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
- 10.1016/j.parco.2006.06.003 (literal)
- Alternative label
Folino Gianluigi, Mendicino Giuseppe, Senatore Alfonso, Spezzano Giandomenico, Straface Salvatore (2006)
A model based on cellular automata for the parallelsimulation of 3D unsaturated flow
in Parallel computing
(literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
- Folino Gianluigi, Mendicino Giuseppe, Senatore Alfonso, Spezzano Giandomenico, Straface Salvatore (literal)
- Pagina inizio
- Pagina fine
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
- Rivista
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
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- Google Scholar (literal)
- ISI Web of Science (WOS) (literal)
- DBLP (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
- Istituto di calcolo e reti ad alte prestazioni
Università della Calabria
Università della Calabria
Istituto di calcolo e reti ad alte prestazioni
Università della Calabria (literal)
- Titolo
- A model based on cellular automata for the parallelsimulation of 3D unsaturated flow (literal)
- Abstract
- Cellular automata (CA) are discrete dynamic systems that are used for modeling many physical systems. They are often
used as an alternative to model and solve large-scale systems where the use of partial differential equations involve complex
and computationally expensive simulations. The purpose of this work is to investigate the use of CA based techniques for
modeling and parallel simulation of water flux in unsaturated soils. Unsaturated flow processes are an important topic in
several branches of hydrology, soil science and agricultural engineering dealing with soilatmosphere interaction, subsurface
flow and transport processes. In this paper a CA model for 3D unsaturated flow simulation is proposed using an
extension of the original computational paradigm of cellular automata. This model, aimed at simulating large-scale systems,
uses a macroscopic CA approach where local laws with a clear physical meaning govern interactions among automata.
Its correctness is proved by CAMELot system, which allows the specification, parallel simulation, visualization,
steering and analysis of CA models in the same environment, using a friendly interface and providing at the same time
considerable flexibility. The model has been validated with reference multidimensional solutions taken from benchmarks
in literature, showing a good agreement, even in the cases where non-linearity was very marked. Furthermore, using some
of these benchmarks we present a scalability analysis of the model and different quantization techniques aimed at reducing
the number of messages exchanged and the execution time when simulations are characterized by scarce mass interactions. (literal)
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