Pritzker School of Molecular Engineering
Published July 24, 2023 | Version v1
Journal article Open

Perspectives on adaptive dynamical systems

Creators

  • 1. Potsdam Institute for Climate Impact Research
  • 2. Humboldt-Universität zu Berlin
  • 3. University of Cambridge
  • 4. University of Hamburg
  • 5. University of Bonn
  • 6. University of Belgrade
  • 7. The Ohio State University
  • 8. International School of Advanced Studies
  • 9. Leibniz Institute for Neurobiology
  • 10. Saarland University
  • 11. Imperial College London
  • 12. Max Planck Institute for Human Development
  • 13. Max Planck Institute for Brain Research
  • 14. Technical University of Munich
  • 15. Consiglio Nazionale delle Ricerche
  • 16. University of Chicago

Description

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.

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.

Data availability

The data that support the findings of this study are available within the article.

Files

071501_1_5.0147231.pdf

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Additional details

Identifiers

DOI
10.1063/5.0147231
Other
oai:uchicago.tind.io:14486

Funding

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
European Research Council
101001267
Knut and Alice Wallenberg Foundation
2019.0079
Next Generation EU

UChicago Information

Division(s)
Pritzker School of Molecular Engineering