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Predictability of Chaotic Dynamics
Language: en
Pages: 207
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: en
Pages: 147
Authors: Juan C. Vallejo
Categories: Science
Type: BOOK - Published: 2017-03-27 - Publisher: Springer

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This book is primarily concerned with the computational aspects of predictability of dynamical systems – in particular those where observation, modeling and c
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
Nonlinear Dynamics and Statistics
Language: en
Pages: 490
Authors: Alistair I. Mees
Categories: Business & Economics
Type: BOOK - Published: 2001-01-25 - Publisher: Springer Science & Business Media

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This book describes the state of the art in nonlinear dynamical reconstruction theory. The chapters are based upon a workshop held at the Isaac Newton Institute
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