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Nonlinear dynamics = a concise intro...

Datseris, George.

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Nonlinear dynamics = a concise introduction interlaced with code /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Nonlinear dynamics/ by George Datseris, Ulrich Parlitz.
Reminder of title:	a concise introduction interlaced with code /
Author:	Datseris, George.
other author:	Parlitz, Ulrich.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xv, 236 p. :ill., digital ;24 cm.
[NT 15003449]:	Part I Introduction -- Dynamical Systems -- Non-Chaotic Continuous Dynamics -- Part II Methods -- Defining and Measuring Chaos -- Bifurcations and Routes to Chaos -- Entropy and Dimension -- Delay Coordinates -- Information Across Timeseries -- Part III Applications -- Billiards, Conservative Systems and Ergodicity -- Forced Oscillators and Synchronisation -- Networds, Agent-Based Models and Epidemics -- Extended Systems and Spatiotemporal Chaos -- Nonlinear Dynamics of Climate & Climate Change.
Contained By:	Springer Nature eBook
Subject:	Nonlinear mechanics. -
Online resource:	https://doi.org/10.1007/978-3-030-91032-7
ISBN:	9783030910327

Nonlinear dynamics = a concise introduction interlaced with code /
Datseris, George.

Nonlinear dynamicsa concise introduction interlaced with code /[electronic resource] :by George Datseris, Ulrich Parlitz. - Cham :Springer International Publishing :2022. - xv, 236 p. :ill., digital ;24 cm. - Undergraduate lecture notes in physics,2192-4805. - Undergraduate lecture notes in physics..

Part I Introduction -- Dynamical Systems -- Non-Chaotic Continuous Dynamics -- Part II Methods -- Defining and Measuring Chaos -- Bifurcations and Routes to Chaos -- Entropy and Dimension -- Delay Coordinates -- Information Across Timeseries -- Part III Applications -- Billiards, Conservative Systems and Ergodicity -- Forced Oscillators and Synchronisation -- Networds, Agent-Based Models and Epidemics -- Extended Systems and Spatiotemporal Chaos -- Nonlinear Dynamics of Climate & Climate Change.

This concise and up-to-date textbook provides an accessible introduction to the core concepts of nonlinear dynamics as well as its existing and potential applications. The book is aimed at students and researchers in all the diverse fields in which nonlinear phenomena are important. Since most tasks in nonlinear dynamics cannot be treated analytically, skills in using numerical simulations are crucial for analyzing these phenomena. The text therefore addresses in detail appropriate computational methods as well as identifying the pitfalls of numerical simulations. It includes numerous executable code snippets referring to open source Julia software packages. Each chapter includes a selection of exercises with which students can test and deepen their skills.

ISBN: 9783030910327

Standard No.: 10.1007/978-3-030-91032-7doiSubjects--Topical Terms:

546279
Nonlinear mechanics.

LC Class. No.: Q295 / .D37 2022

Dewey Class. No.: 531.11

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245 1 0 $a Nonlinear dynamics $h [electronic resource] : $b a concise introduction interlaced with code / $c by George Datseris, Ulrich Parlitz.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xv, 236 p. : $b ill., digital ; $c 24 cm.
490 1 $a Undergraduate lecture notes in physics, $x 2192-4805
505 0 $a Part I Introduction -- Dynamical Systems -- Non-Chaotic Continuous Dynamics -- Part II Methods -- Defining and Measuring Chaos -- Bifurcations and Routes to Chaos -- Entropy and Dimension -- Delay Coordinates -- Information Across Timeseries -- Part III Applications -- Billiards, Conservative Systems and Ergodicity -- Forced Oscillators and Synchronisation -- Networds, Agent-Based Models and Epidemics -- Extended Systems and Spatiotemporal Chaos -- Nonlinear Dynamics of Climate & Climate Change.
520 $a This concise and up-to-date textbook provides an accessible introduction to the core concepts of nonlinear dynamics as well as its existing and potential applications. The book is aimed at students and researchers in all the diverse fields in which nonlinear phenomena are important. Since most tasks in nonlinear dynamics cannot be treated analytically, skills in using numerical simulations are crucial for analyzing these phenomena. The text therefore addresses in detail appropriate computational methods as well as identifying the pitfalls of numerical simulations. It includes numerous executable code snippets referring to open source Julia software packages. Each chapter includes a selection of exercises with which students can test and deepen their skills.
650 0 $a Nonlinear mechanics. $3 546279
650 0 $a Dynamics. $3 519830
650 1 4 $a Complex Systems. $3 1566441
650 2 4 $a Dynamical Systems. $3 3538746
650 2 4 $a Climate Sciences. $3 3592220
650 2 4 $a Time Series Analysis. $3 3538821
650 2 4 $a Stochastic Networks. $3 3594936
700 1 $a Parlitz, Ulrich. $3 3596623
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