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The unpredictable nature of bubble evolution

Unpredictable dynamics arising from a sensitivity to initial conditions is commonly associated with chaos. We demonstrate how similar unpredictability manifests in a nonlinear system that possesses a large number of long-term outcomes, namely the propagation of an air bubble within a viscous fluid-f...

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Autores principales: Lawless, Jack, Keeler, Jack, Gaillard, Antoine, Hazel, Andrew, Juel, Anne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715726/
https://www.ncbi.nlm.nih.gov/pubmed/36456630
http://dx.doi.org/10.1038/s41598-022-23231-8
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author Lawless, Jack
Keeler, Jack
Gaillard, Antoine
Hazel, Andrew
Juel, Anne
author_facet Lawless, Jack
Keeler, Jack
Gaillard, Antoine
Hazel, Andrew
Juel, Anne
author_sort Lawless, Jack
collection PubMed
description Unpredictable dynamics arising from a sensitivity to initial conditions is commonly associated with chaos. We demonstrate how similar unpredictability manifests in a nonlinear system that possesses a large number of long-term outcomes, namely the propagation of an air bubble within a viscous fluid-filled channel. The system under investigation supports various stable states of single-bubble propagation. In addition, bubbles can readily break up during their propagation. Upon subjecting steadily-propagating bubbles to finite-amplitude perturbations in the form of localised channel constrictions, we identify localised regions of the driving flow rate for which the resulting evolutions are unpredictable. Visibly-indistinguishable bubbles are observed to evolve towards a multitude of long-term outcomes, including each of the stable states available to the initial bubble and various states of permanently-changed bubble topology. By combining high-precision experimental results with simulations of a depth-averaged lubrication model of the system, we determine that this behaviour is driven by a sensitive dependence on initial conditions within the vicinity of an unstable periodic orbit.
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spelling pubmed-97157262022-12-03 The unpredictable nature of bubble evolution Lawless, Jack Keeler, Jack Gaillard, Antoine Hazel, Andrew Juel, Anne Sci Rep Article Unpredictable dynamics arising from a sensitivity to initial conditions is commonly associated with chaos. We demonstrate how similar unpredictability manifests in a nonlinear system that possesses a large number of long-term outcomes, namely the propagation of an air bubble within a viscous fluid-filled channel. The system under investigation supports various stable states of single-bubble propagation. In addition, bubbles can readily break up during their propagation. Upon subjecting steadily-propagating bubbles to finite-amplitude perturbations in the form of localised channel constrictions, we identify localised regions of the driving flow rate for which the resulting evolutions are unpredictable. Visibly-indistinguishable bubbles are observed to evolve towards a multitude of long-term outcomes, including each of the stable states available to the initial bubble and various states of permanently-changed bubble topology. By combining high-precision experimental results with simulations of a depth-averaged lubrication model of the system, we determine that this behaviour is driven by a sensitive dependence on initial conditions within the vicinity of an unstable periodic orbit. Nature Publishing Group UK 2022-12-01 /pmc/articles/PMC9715726/ /pubmed/36456630 http://dx.doi.org/10.1038/s41598-022-23231-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Lawless, Jack
Keeler, Jack
Gaillard, Antoine
Hazel, Andrew
Juel, Anne
The unpredictable nature of bubble evolution
title The unpredictable nature of bubble evolution
title_full The unpredictable nature of bubble evolution
title_fullStr The unpredictable nature of bubble evolution
title_full_unstemmed The unpredictable nature of bubble evolution
title_short The unpredictable nature of bubble evolution
title_sort unpredictable nature of bubble evolution
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9715726/
https://www.ncbi.nlm.nih.gov/pubmed/36456630
http://dx.doi.org/10.1038/s41598-022-23231-8
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