Nonlinear Data Analysis and Modeling: Advances, Applications, Perspectives

Focus Issue
Nonlinear dynamics, synchronization, and networks: Dedicated to Jürgen Kurths' 70^th birthday

This focus issue in Chaos covers the recent development in the broad areas of nonlinear dynamics, synchronization and emergent behavior in dynamical networks. This issue targets current progress on issues such as time series analysis, data-driven modeling from real data such as climate, brain and social dynamics. Prediction or detecting an early warning signal of extreme climate conditions, epileptic seizures and other catastrophic conditions, is the most important tasks from the real or experimental data. Exploring the machine-based learning of real data for the purpose of modeling and prediction is an emerging area. Tipping in a single element or in a network is an emerging direction for future research for the purpose of understanding and prediction. Recent progress of research on deriving a network from data available from biological, engineering and social systems is also to be covered.

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Example topics

• Nonlinear dynamics and chaos
• Synchronization
• Complex network and emergent dynamics
• Time series analysis: modeling and predicting complex dynamics
• Mathematical modeling and analysis of climate data
• Structure and dynamics of simplicial complexes
• Extreme events
• Tipping phenomena
• Networks in biology, engineering and social systems
• Machine learning and dynamical systems
• Evolutionary game theory

Deadline for submissions

April 30th, 2023

Author instructions

Submissions are by invitation only.

Manuscripts should be submitted through https://chaos.peerx-press.org/cgi-bin/main.plex/. During submission, please specify that the paper is intended for the focus issue “Nonlinear dynamics, synchronization, and networks” (this can be found under the point "Manuscript Classification" during the submission process).

For preparing your manuscript, please refer to the journal guidelines at https://aip.scitation.org/cha/authors/manuscript, where you can also find LaTeX and MS Word templates.

Editors

• Dibakar Ghosh (Indian Statistical Institute, Kolkata)
• Norbert Marwan (Potsdam Institute for Climate Impact Research)
• Michael Small (The University of Western Australia)
• Istvan Z. Kiss (Saint Louis University)
• Changsong Zhou (Hong Kong Baptist University)
• Jobst Heitzig (Potsdam Institute for Climate Impact Research
• Aneta Koseska (Max Planck Institute for Neurobiology of Behavior – caesar, Bonn)
• Peng Ji (Fudan University Shanghai)

Interested to contributeContact Submit your manuscriptChaos submission system