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Nonlinear dynamicsa concise introduction interlaced with code /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Nonlinear dynamicsby 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.
Contained By:	Springer Nature eBook
Subject:	Nonlinear mechanics.
Online resource:	https://doi.org/10.1007/978-3-030-91032-7
ISBN:	9783030910327$q(electronic bk.)

Nonlinear dynamicsa 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$q(electronic bk.)

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

190487
Nonlinear mechanics.

LC Class. No.: Q295 / .D37 2022

Dewey Class. No.: 531.11

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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.
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