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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
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Authors: Juan C. Vallejo
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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
Deep Learning in Multi-step Prediction of Chaotic Dynamics
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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
Predictability of Chaotic Dynamics
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Authors: Juan C. Vallejo
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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
Nonlinear Dynamics and Statistics
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Authors: Alistair I. Mees
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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