The theory of homologies introduces cell complexes to provide an algebraic description of spaces up to topological equivalence. Attractors in state space can be studied using Branched Manifold Analysis through Homologies: this strategy constructs a cell complex from a cloud of points in state space and uses homology groups to characterize its topology. The approach, however, does not consider the action of the flow on the cell complex. The procedure is here extended to take this fundamental property into account, as done with templates. The goal is achieved endowing the cell complex with a directed graph that prescribes the flow direction between its highest-dimensional cells. The tandem of cell complex and directed graph, baptized templex, is shown to allow for a sophisticated characterization of chaotic attractors and for an accurate classification of them. The cases of a few well-known chaotic attractors are investigated—namely, the spiral and funnel Rössler attractors, the Lorenz attractor, the Burke and Shaw attractor, and a four-dimensional system. A link is established with their description in terms of templates.
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Templex: A bridge between homologies and templates for chaotic attractors
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August 2022
Research Article|
August 08 2022
Templex: A bridge between homologies and templates for chaotic attractors
Gisela D. Charó
;
Gisela D. Charó
a)
(Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing)
1
CONICET—Universidad de Buenos Aires, Centro de Investigaciones del Mar y la Atmósfera (CIMA)
, C1428EGA CABA, Argentina
2
CNRS—IRD—CONICET—UBA, Institut Franco-Argentin d’Études sur le Climat et ses Impacts (IRL 3351 IFAECI)
, C1428EGA CABA, Argentina
a)Author to whom correspondence should be addressed: gisela.charo@cima.fcen.uba.ar
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Christophe Letellier
;
Christophe Letellier
b)
(Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Writing – original draft, Writing – review & editing)
3
Rouen Normandie University—CORIA, Campus Universitaire du Madrillet
, F-76800 Saint-Etienne du Rouvray, France
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Denisse Sciamarella
Denisse Sciamarella
c)
(Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Writing – original draft, Writing – review & editing)
2
CNRS—IRD—CONICET—UBA, Institut Franco-Argentin d’Études sur le Climat et ses Impacts (IRL 3351 IFAECI)
, C1428EGA CABA, Argentina
4
CNRS—Centre National de la Recherche Scientifique
, 75016 Paris, France
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a)Author to whom correspondence should be addressed: gisela.charo@cima.fcen.uba.ar
b)
Electronic mail: christophe.letellier@coria.fr. URL: http://www.atomosyd.net/spip.php?article1
c)
Electronic mail: denisse.sciamarella@cima.fcen.uba.ar
Chaos 32, 083108 (2022)
Article history
Received:
March 24 2022
Accepted:
July 08 2022
Citation
Gisela D. Charó, Christophe Letellier, Denisse Sciamarella; Templex: A bridge between homologies and templates for chaotic attractors. Chaos 1 August 2022; 32 (8): 083108. https://doi.org/10.1063/5.0092933
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