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Early Warning Signals for Critical Transitions in Sandpile Cellular Automata
Indexado
WoS WOS:000759927600001
Scopus SCOPUS_ID:85124841010
DOI 10.3389/FPHY.2022.839383
Año 2022
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The sandpile cellular automata, despite the simplicity of their basic rules, are adequate mathematical models of real-world systems, primarily open nonlinear systems capable to self-organize into the critical state. Such systems surround us everywhere. Starting from processes at microscopic distances in the human brain and ending with large-scale water flows in the oceans. The detection of critical transitions precursors in sandpile cellular automata will allow progress significantly in the search for effective early warning signals for critical transitions in complex real systems. The presented paper is devoted to the detection and investigation of such signals based on multifractal analysis of the time series of falls of the cellular automaton cells. We examined cellular automata in square lattice and random graphs using standard and facilitated rules. It has been established that log wavelet leaders cumulant are effective early warning measures of the critical transitions. Common features and differences in the behavior of the log cumulants when cellular automata transit into the self-organized critical state and the self-organized bistability state are also established.

Revista



Revista ISSN
Frontiers In Physics 2296-424X

Métricas Externas



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Disciplinas de Investigación



WOS
Physics, Multidisciplinary
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Dmitriev, Andrey Hombre Natl Res Univ Higher Sch Econ - Rusia
Universidad Bernardo O'Higgins - Chile
HSE University - Rusia
2 Kornilov, Vasily Hombre Natl Res Univ Higher Sch Econ - Rusia
HSE University - Rusia
3 Dmitriev, Victor Hombre Natl Res Univ Higher Sch Econ - Rusia
HSE University - Rusia
4 Abbas, Nadezda Mujer Universidad Bernardo O'Higgins - Chile

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Financiamiento



Fuente
National Research University Higher School of Economics
Basic Research Program at the National Research University Higher School of Economics (HSE University)

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Agradecimientos



Agradecimiento
The work is an output of a research project implemented as part of the Basic Research Program at the National Research University Higher School of Economics (HSE University).
The work is an output of a research project implemented as part of the Basic Research Program at the National Research University Higher School of Economics (HSE University).

Muestra la fuente de financiamiento declarada en la publicación.