Building partial differential equations models using cell-devs
The study of complex systems usually requires hybrid simulations because they have components that are continuous in nature and other that are discrete. It has been proved that DEVS is s a common denominator to combine different Modeling and Simulation methodologies (such as Petri Nets, Cellular Aut...
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2019
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Acceso en línea: | https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_08917736_v2018-December_n_p1382_Wainer http://hdl.handle.net/20.500.12110/paper_08917736_v2018-December_n_p1382_Wainer |
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paper:paper_08917736_v2018-December_n_p1382_Wainer2023-06-08T15:47:15Z Building partial differential equations models using cell-devs Cells Equations of motion Numerical methods Petri nets Common denominators Heat diffusions Hybrid simulation Lax-Wendroff method Method of lines Modeling and simulation methodologies Partial differential Shallow water equations Cytology The study of complex systems usually requires hybrid simulations because they have components that are continuous in nature and other that are discrete. It has been proved that DEVS is s a common denominator to combine different Modeling and Simulation methodologies (such as Petri Nets, Cellular Automata, Modelica etc.). We present a cellular model solution to solve PDEs as an extension of classical numerical methods combined with the Cell-DEVS formalism. We explain how to use Cell-DEVS to solve PDEs, focusing on two examples: the PDEs of a Heat Diffusion Process solved with the Method of Lines, and the Shallow Water Equations solved using the Lax-Wendroff method. We will discuss the advantages of solving PDEs with Cell-DEVS, in particular its integration with other hybrid models. © 2018 IEEE 2019 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_08917736_v2018-December_n_p1382_Wainer http://hdl.handle.net/20.500.12110/paper_08917736_v2018-December_n_p1382_Wainer |
institution |
Universidad de Buenos Aires |
institution_str |
I-28 |
repository_str |
R-134 |
collection |
Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) |
topic |
Cells Equations of motion Numerical methods Petri nets Common denominators Heat diffusions Hybrid simulation Lax-Wendroff method Method of lines Modeling and simulation methodologies Partial differential Shallow water equations Cytology |
spellingShingle |
Cells Equations of motion Numerical methods Petri nets Common denominators Heat diffusions Hybrid simulation Lax-Wendroff method Method of lines Modeling and simulation methodologies Partial differential Shallow water equations Cytology Building partial differential equations models using cell-devs |
topic_facet |
Cells Equations of motion Numerical methods Petri nets Common denominators Heat diffusions Hybrid simulation Lax-Wendroff method Method of lines Modeling and simulation methodologies Partial differential Shallow water equations Cytology |
description |
The study of complex systems usually requires hybrid simulations because they have components that are continuous in nature and other that are discrete. It has been proved that DEVS is s a common denominator to combine different Modeling and Simulation methodologies (such as Petri Nets, Cellular Automata, Modelica etc.). We present a cellular model solution to solve PDEs as an extension of classical numerical methods combined with the Cell-DEVS formalism. We explain how to use Cell-DEVS to solve PDEs, focusing on two examples: the PDEs of a Heat Diffusion Process solved with the Method of Lines, and the Shallow Water Equations solved using the Lax-Wendroff method. We will discuss the advantages of solving PDEs with Cell-DEVS, in particular its integration with other hybrid models. © 2018 IEEE |
title |
Building partial differential equations models using cell-devs |
title_short |
Building partial differential equations models using cell-devs |
title_full |
Building partial differential equations models using cell-devs |
title_fullStr |
Building partial differential equations models using cell-devs |
title_full_unstemmed |
Building partial differential equations models using cell-devs |
title_sort |
building partial differential equations models using cell-devs |
publishDate |
2019 |
url |
https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_08917736_v2018-December_n_p1382_Wainer http://hdl.handle.net/20.500.12110/paper_08917736_v2018-December_n_p1382_Wainer |
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1768546590225596416 |