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010   $a3-030-91032-6
024 7 $a10.1007/978-3-030-91032-7
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035   $a(PPN)261520210
035   $a(OCoLC)1303670071
035   $a(DE-He213)978-3-030-91032-7
035   $a(EXLCZ)9921397535300041
100   $a20220313d2022      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aNonlinear Dynamics $eA Concise Introduction Interlaced with Code /$fby George Datseris, Ulrich Parlitz
205   $a1st ed. 2022.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022.
215   $a1 online resource (243 pages)
225 1 $aUndergraduate Lecture Notes in Physics,$x2192-4805
311 08$aPrint version: Datseris, George Nonlinear Dynamics Cham : Springer International Publishing AG,c2022 9783030910310 
327   $aPart 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.
330   $aThis concise and up-to-date textbook provides an accessible introduction to the core concepts of nonlinear dynamics as well as its existing and potential applications. The book is aimed at students and researchers in all the diverse fields in which nonlinear phenomena are important. Since most tasks in nonlinear dynamics cannot be treated analytically, skills in using numerical simulations are crucial for analyzing these phenomena. The text therefore addresses in detail appropriate computational methods as well as identifying the pitfalls of numerical simulations. It includes numerous executable code snippets referring to open source Julia software packages. Each chapter includes a selection of exercises with which students can test and deepen their skills.
410  0$aUndergraduate Lecture Notes in Physics,$x2192-4805
606   $aSystem theory
606   $aDynamics
606   $aClimatology
606   $aTime-series analysis
606   $aStochastic processes
606   $aComplex Systems
606   $aDynamical Systems
606   $aClimate Sciences
606   $aTime Series Analysis
606   $aStochastic Networks
615  0$aSystem theory.
615  0$aDynamics.
615  0$aClimatology.
615  0$aTime-series analysis.
615  0$aStochastic processes.
615 14$aComplex Systems.
615 24$aDynamical Systems.
615 24$aClimate Sciences.
615 24$aTime Series Analysis.
615 24$aStochastic Networks.
676   $a531
676   $a531.11
700   $aDatseris$b George$01214413
702   $aParlitz$b Ulrich
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910552732403321
996   $aNonlinear dynamics$92951030
997   $aUNINA