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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
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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
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
Chaotic Dynamics
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The previous edition of this text was the first to provide a quantitative introduction to chaos and nonlinear dynamics at the undergraduate level. It was widely
Nonlinear Dynamics and Statistics
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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