Perspectives on adaptive dynamical systems

Sawicki, Jakub; Berner, Rico; Loos, Sarah; 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; Tass, Peter A.; Volpe, Giovanni; Yanchuk, Serhiy; Kurths, Jürgen

doi:10.1063/5.0147231

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学術論文

Perspectives on adaptive dynamical systems

Authors

/persons/resource/Sawicki

Sawicki, Jakub
Potsdam Institute for Climate Impact Research;

Berner, Rico
External Organizations;

Loos, Sarah
External Organizations;

/persons/resource/Mehrnaz.Anvari

Anvari, Mehrnaz
Potsdam Institute for Climate Impact Research;

Bader, Rolf
External Organizations;

/persons/resource/Wolfram.Barfuss

Barfuss, Wolfram
Potsdam Institute for Climate Impact Research;

/persons/resource/nicola.botta

Botta, Nicola
Potsdam Institute for Climate Impact Research;

/persons/resource/Nuria.Brede

Brede, Nuria
Potsdam Institute for Climate Impact Research;

Franović, Igor
External Organizations;

Gauthier, Daniel J.
External Organizations;

Goldt, Sebastian
External Organizations;

Hajizadeh, Aida
External Organizations;

Hövel, Philipp
External Organizations;

Karin, Omer
External Organizations;

Lorenz-Spreen, Philipp
External Organizations;

Miehl, Christoph
External Organizations;

Mölter, Jan
External Organizations;

Olmi, Simona
External Organizations;

/persons/resource/eckehard.schoell

Schöll, Eckehard
Potsdam Institute for Climate Impact Research;

Seif, Alireza
External Organizations;

Tass, Peter A.
External Organizations;

Volpe, Giovanni
External Organizations;

/persons/resource/yanchuk

Yanchuk, Serhiy
Potsdam Institute for Climate Impact Research;

/persons/resource/Juergen.Kurths

Kurths, Jürgen
Potsdam Institute for Climate Impact Research;

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フルテキスト (公開)

Sawicki_2023_071501_1_5.0147231.pdf
(出版社版), 4MB

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引用

Sawicki, J., Berner, R., Loos, S., Anvari, M., Bader, R., Barfuss, W., Botta, N., Brede, N., Franović, I., Gauthier, D. J., Goldt, S., Hajizadeh, A., Hövel, P., Karin, O., Lorenz-Spreen, P., Miehl, C., Mölter, J., Olmi, S., Schöll, E., Seif, A., Tass, P. A., Volpe, G., Yanchuk, S., & Kurths, J. (2023). Perspectives on adaptive dynamical systems. Chaos, 33(7):. doi:10.1063/5.0147231.

引用: https://publications.pik-potsdam.de/pubman/item/item_28954

要旨

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.