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Predictability of Chaotic Dynamics
Language: en
Pages: 196
Authors: Juan C. Vallejo
Categories: Science
Type: BOOK - Published: 2019-10-25 - Publisher: Springer Nature

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This book is primarily concerned with the computational aspects of predictability of dynamical systems - in particular those where observations, modeling and co
Chaos Detection and Predictability
Language: en
Pages: 280
Authors: Charalampos (Haris) Skokos
Categories: Science
Type: BOOK - Published: 2016-03-04 - Publisher: Springer

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Distinguishing chaoticity from regularity in deterministic dynamical systems and specifying the subspace of the phase space in which instabilities are expected
Predictability of chaotic dynamics
Language: es
Pages: 136
Authors: Juan C. Vallejo
Categories:
Type: BOOK - Published: 2017 - Publisher:

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Long Range Predictability of High Dimensional Chaotic Dynamics
Language: en
Pages: 202
Authors: Thomas Patrick Meyer
Categories:
Type: BOOK - Published: 1992 - Publisher:

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This thesis concerns the long range prediction of high dimensional chaotic systems. To this end, I investigate the important relationship between predictability
Deep Learning in Multi-step Prediction of Chaotic Dynamics
Language: en
Pages: 111
Authors: Matteo Sangiorgio
Categories: Mathematics
Type: BOOK - Published: 2022-02-14 - Publisher: Springer Nature

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The book represents the first attempt to systematically deal with the use of deep neural networks to forecast chaotic time series. Differently from most of the