Authors:
Easy-to-read up-to-date introductory text to nonlinear dynamics
Practical focus, concise text, targeting application-oriented audience
All concepts illustrated with executable code snippets using open source software
Part of the book series: Undergraduate Lecture Notes in Physics (ULNP)
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Table of contents (12 chapters)
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Front Matter
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Back Matter
About this book
Keywords
- Nonlinear Dynamics
- Deterministic Chaos
- Time Series Analysis
- Nonlinear Time Series Analysis
- Practical Introduction
- Fractal Dimension
- Lyapunov Exponents
- Nonlinear Oscillators
- Synchronization
- Networks
- Nonlinear Climate Dynamics
- Meteorology
Authors and Affiliations
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Max Planck Institute for Meteorology, Hamburg, Germany
George Datseris
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Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
Ulrich Parlitz
About the authors
George Datseris is a postdoctoral researcher at the Max Planck Institute for Meteorology, Hamburg (Germany), working on the nonlinear dynamics of climate. He has taught several courses on nonlinear dynamics and has developed interactive applications for use in teaching. He is also the lead developer of the software organization JuliaDynamics, which is by far the largest collection of software on nonlinear dynamics and even includes award winning software like DynamicalSystems.jl.
Ulrich Parlitz works at the Max Planck Institute for Dynamics and Self-Organization, Göttingen (Germany), in the Research Group Biomedical Physics and he is also affiliated with the Faculty of Physics of the University of Göttingen where he teaches for 25 years courses on nonlinear dynamics, data analysis, and complex systems. His main scientific interests include dynamical systems, cardiac dynamics, time series analysis and machine learning.
Bibliographic Information
Book Title: Nonlinear Dynamics
Book Subtitle: A Concise Introduction Interlaced with Code
Authors: George Datseris, Ulrich Parlitz
Series Title: Undergraduate Lecture Notes in Physics
DOI: https://doi.org/10.1007/978-3-030-91032-7
Publisher: Springer Cham
eBook Packages: Physics and Astronomy, Physics and Astronomy (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Softcover ISBN: 978-3-030-91031-0Published: 14 March 2022
eBook ISBN: 978-3-030-91032-7Published: 13 March 2022
Series ISSN: 2192-4791
Series E-ISSN: 2192-4805
Edition Number: 1
Number of Pages: XV, 236
Number of Illustrations: 13 b/w illustrations, 103 illustrations in colour
Topics: Complex Systems, Dynamical Systems and Ergodic Theory, Vibration, Dynamical Systems, Control, Climate, general, Statistical Theory and Methods, Probability Theory and Stochastic Processes