Perspectives on adaptive dynamical systems
Sawicki, Jakub; Berner, Rico; Loos, Sarah A. M.; Anvari, Mehrnaz; Bader, Rolf; Barfuss, Wolfram; Botta, Nicola; Brede, Nuria; Franović, Igor; Gauthier, Daniel J.; Goldt, Sebastian; Hajizadeh, Aida; Hövel, Philipp; Karin, Omer; Lorenz-Spreen, Philipp; Miehl, Christoph; Mölter, Jan; Olmi, Simona; Schöll, Eckehard; Seif, Alireza
2023

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Abstract

Adaptivity is a dynamical feature that is omnipresent in nature, socio-economics, and technology. For example, adaptive couplings appear in various real-world systems, such as the power grid, social, and neural networks, and they form the backbone of closed-loop control strategies and machine learning algorithms. In this article, we provide an interdisciplinary perspective on adaptive systems. We reflect on the notion and terminology of adaptivity in different disciplines and discuss which role adaptivity plays for various fields. We highlight common open challenges and give perspectives on future research directions, looking to inspire interdisciplinary approaches.

Details

Title
Perspectives on adaptive dynamical systems
Author
Sawicki, Jakub : Potsdam Institute for Climate Impact Research : (https://orcid.org/0000-0002-3435-1218)
Berner, Rico : Humboldt-Universität zu Berlin : (https://orcid.org/0000-0003-4821-3366)
Loos, Sarah A. M. : University of Cambridge : (https://orcid.org/0000-0002-5946-5684)
Anvari, Mehrnaz : Potsdam Institute for Climate Impact Research : (https://orcid.org/0000-0001-6643-9508)
Bader, Rolf : University of Hamburg : (https://orcid.org/0000-0003-4043-9811)
Barfuss, Wolfram : University of Bonn : (https://orcid.org/0000-0002-9077-5242)
Botta, Nicola : Potsdam Institute for Climate Impact Research : (https://orcid.org/0000-0002-8923-2734)
Brede, Nuria : Potsdam Institute for Climate Impact Research : (https://orcid.org/0000-0003-4435-7960)
Franović, Igor : University of Belgrade : (https://orcid.org/0000-0002-0735-2709)
Gauthier, Daniel J. : The Ohio State University : (https://orcid.org/0000-0002-4473-217X)
Goldt, Sebastian : International School of Advanced Studies : (https://orcid.org/0000-0002-5799-7644)
Hajizadeh, Aida : Leibniz Institute for Neurobiology : (https://orcid.org/0000-0002-7311-6480)
Hövel, Philipp : Saarland University : (https://orcid.org/0000-0002-1370-4272)
Karin, Omer : Imperial College London
Lorenz-Spreen, Philipp : Max Planck Institute for Human Development : (https://orcid.org/0000-0001-6319-4154)
Miehl, Christoph : Max Planck Institute for Brain Research : (https://orcid.org/0000-0001-9094-2760)
Mölter, Jan : Technical University of Munich : (https://orcid.org/0000-0002-5964-6207)
Olmi, Simona : Consiglio Nazionale delle Ricerche : (https://orcid.org/0000-0002-8272-3493)
Schöll, Eckehard : Potsdam Institute for Climate Impact Research : (https://orcid.org/0000-0002-7318-2672)
Seif, Alireza : University of Chicago : (https://orcid.org/0000-0001-5419-5999)
Content Type
Article
Published in
Chaos
Identifier(s)
DOI: https://doi.org/10.1063/5.0147231
Data availability statement
The data that support the findings of this study are available within the article.
Funding Information
Joachim Herz Foundation
Deutsche Forschungsgemeinschaft, 429685422
Deutsche Forschungsgemeinschaft, 440145547
Deutsche Forschungsgemeinschaft, 498288081
Ministry of Education, Science and Technological Development of Republic of Serbia
Deutsche Forschungsgemeinschaft, 434434223
Deutsche Forschungsgemeinschaft, 458548755
Volkswagen Foundation
John A. Blume Foundation
Vaughn and Nancy Bryson fund
European Research Council, Starting Grant ComplexSwimmers, 677511
European Research Council, 101001267
Knut and Alice Wallenberg Foundation, 2019.0079
Next Generation EU
Publication Date
2023-07-24
Language
English
Copyright Statement

© 2023 Author(s).

All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).

Licensing
Notes
Due to the large number of authors, only the first 20 and the University of Chicago authors are included on the above author list. Please download the article for the complete list of authors.
Record Appears in
Pritzker School of Molecular Engineering
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Record Created
2025-01-31

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