English
 
Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
 
 
DownloadE-Mail
  Perspectives on adaptive dynamical systems

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, 071501.
https://doi.org/10.1063/5.0147231

Item is

Files

show Files
hide Files
:
Sawicki_2023_071501_1_5.0147231.pdf (Publisher version), 4MB
Name:
Sawicki_2023_071501_1_5.0147231.pdf
Description:
-
Visibility:
Public
MIME-Type / Checksum:
application/pdf / [MD5]
Technical Metadata:
Copyright Date:
-
Copyright Info:
-

Locators

show

Creators

show
hide
 Creators:
Sawicki, Jakub1, Author              
Berner, Rico2, Author
Loos, Sarah2, Author
Anvari, Mehrnaz1, Author              
Bader, Rolf2, Author
Barfuss, Wolfram1, Author              
Botta, Nicola1, Author              
Brede, Nuria1, Author              
Franović, Igor2, Author
Gauthier, Daniel J.2, Author
Goldt, Sebastian2, Author
Hajizadeh, Aida2, Author
Hövel, Philipp2, Author
Karin, Omer2, Author
Lorenz-Spreen, Philipp2, Author
Miehl, Christoph2, Author
Mölter, Jan2, Author
Olmi, Simona2, Author
Schöll, Eckehard1, Author              
Seif, Alireza2, Author
Tass, Peter A.2, AuthorVolpe, Giovanni2, AuthorYanchuk, Serhiy1, Author              Kurths, Jürgen1, Author               more..
Affiliations:
1Potsdam Institute for Climate Impact Research, ou_persistent13              
2External Organizations, ou_persistent22              

Content

show
hide
Free keywords: -
 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

show
hide
Language(s): eng - English
 Dates: 2023-07-242023-07-24
 Publication Status: Finally published
 Pages: 42
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1063/5.0147231
MDB-ID: No data to archive
PIKDOMAIN: RD4 - Complexity Science
Organisational keyword: RD4 - Complexity Science
Research topic keyword: Complex Networks
Research topic keyword: Nonlinear Dynamics
Model / method: Machine Learning
Model / method: Nonlinear Data Analysis
Working Group: Network- and machine-learning-based prediction of extreme events
OATYPE: Hybrid - American Institute of Physics
 Degree: -

Event

show

Legal Case

show

Project information

show

Source 1

show
hide
Title: Chaos
Source Genre: Journal, SCI, Scopus, p3
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 33 (7) Sequence Number: 071501 Start / End Page: - Identifier: CoNE: https://publications.pik-potsdam.de/cone/journals/resource/180808