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1-dimensional Flow Arrays and Bifurcations in Planar Polynomial Systems / / by Albert C. J. Luo
| 1-dimensional Flow Arrays and Bifurcations in Planar Polynomial Systems / / by Albert C. J. Luo |
| Autore | Luo Albert C. J |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (382 pages) |
| Disciplina | 512.9422 |
| Soggetto topico |
Dynamics
Differential equations System theory Control theory Dynamical Systems Differential Equations Complex Systems Systems Theory, Control Sistemes complexos Matemàtica aplicada |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9789819722044
9819722047 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Constant and Self variable Polynomial Systems -- Constant and Crossing variable Polynomial Systems -- Single univariate Polynomial Systems -- Higher order Infinite equilibrium Bifurcations. |
| Record Nr. | UNINA-9910917785203321 |
Luo Albert C. J
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Analysis and Data-Based Reconstruction of Complex Nonlinear Dynamical Systems : Using the Methods of Stochastic Processes / / by M. Reza Rahimi Tabar
| Analysis and Data-Based Reconstruction of Complex Nonlinear Dynamical Systems : Using the Methods of Stochastic Processes / / by M. Reza Rahimi Tabar |
| Autore | Rahimi Tabar M. Reza |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XVIII, 280 p. 41 illus., 22 illus. in color.) |
| Disciplina |
519.2
519.23 |
| Collana | Understanding Complex Systems |
| Soggetto topico |
Processos estocàstics
Sistemes complexos Anàlisi de sèries temporals Statistical physics Dynamics System theory Probabilities Economics Computational complexity Neurosciences Complex Systems Probability Theory and Stochastic Processes Economic Theory/Quantitative Economics/Mathematical Methods Complexity |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-18472-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction -- 2 Introduction to Stochastic Processes -- 3 Kramers-Moyal Expansion and Fokker-Planck Equation -- 4 Continuous Stochastic Process -- 5 The Langevin Equation and Wiener Process -- 6 Stochastic Integration, It^o and Stratonovich Calculi -- 7 Equivalence of Langevin and Fokker-Planck Equations -- 8 Examples of Stochastic Calculus -- 9 Langevin Dynamics in Higher Dimensions -- 10 Levy Noise Driven Langevin Equation and its Time Series-Based Reconstruction -- 11 Stochastic Processes with Jumps and Non-Vanishing Higher-Order Kramers-Moyal Coefficients -- 12 Jump-Diffusion Processes -- 13 Two-Dimensional (Bivariate) Jump-Diffusion Processes -- 14 Numerical Solution of Stochastic Differential Equations: Diffusion and Jump-Diffusion Processes -- 15 The Friedrich-Peinke Approach to Reconstruction of Dynamical Equation for Time Series: Complexity in View of Stochastic Processes -- 16 How To Set Up Stochastic Equations For Real-World Processes: Markov-Einstein Time Scale -- 17 Reconstruction of Stochastic Dynamical Equations: Exemplary Stationary Diffusion and Jump-Diffusion Processes -- 18 The Kramers-Moyal Coefficients of Non-Stationary Time series in The Presence of Microstructure (Measurement) Noise -- 19 Influence of Finite Time Step in Estimating of the Kramers-Moyal Coefficients -- 20 Distinguishing Diffusive and Jumpy Behaviors in Real-World Time Series -- 21 Reconstruction of Langevin and Jump-Diffusion Dynamics From Empirical Uni- and Bivariate Time Series -- 22 Applications and Outlook -- 23 Epileptic Brain Dynamics. |
| Record Nr. | UNINA-9910337876203321 |
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Rahimi Tabar M. Reza
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Artificial Intelligence and Complex Dynamical Systems / / by Giorgos Tsironis
| Artificial Intelligence and Complex Dynamical Systems / / by Giorgos Tsironis |
| Autore | Tsironis Giorgos |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (391 pages) |
| Disciplina | 530.1 |
| Collana | Understanding Complex Systems |
| Soggetto topico |
System theory
Artificial intelligence Quantum theory Quantum electrodynamics Biophysics Epidemiology Complex Systems Artificial Intelligence Quantum Physics Quantum Electrodynamics, Relativistic and Many-body Calculations Teoria de sistemes Intel·ligència artificial Teoria quàntica Electrodinàmica quàntica Biofísica Epidemiologia Sistemes complexos |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031819469
3031819462 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Complex systems and machine learning -- Chapter 2. Regression and Classification -- Chapter 3. Data manipulation techniques -- Chapter 4. Artificial neurons and deep learning -- Chapter 5. Powerful neural network architectures -- Chapter 6. Autoencoders and more -- Chapter 7. The Discrete Nonlinear Schr¨odinger Equation -- Chapter 8. Learning Analytical Solutions -- Chapter 9. The targeted energy transfer model -- Chapter 10. Dynamical embedding with autoencoders -- Chapter 11. Chimeras -- Chapter 12. Branching -- Chapter 13. Discrete breathers -- Chapter 14. Quantum targeted transfer with machine learning -- Chapter 15. Learning quantum systems -- Chapter 16. Action potential propagation in the heart -- Chapter 17. Machine learning cardiology -- Chapter 18. Epidemiology with physics informed machine learning -- Chapter 19. Foundations -- Chapter 20. Computational complexity and the butterfly effect. |
| Record Nr. | UNINA-9910987692503321 |
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Tsironis Giorgos
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Complexity Measurements and Causation for Dynamic Complex Systems / / by Juan Guillermo Diaz Ochoa
| Complexity Measurements and Causation for Dynamic Complex Systems / / by Juan Guillermo Diaz Ochoa |
| Autore | Diaz Ochoa Juan Guillermo |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (XIV, 159 p. 46 illus., 43 illus. in color.) |
| Disciplina | 530.1 |
| Collana | Understanding Complex Systems |
| Soggetto topico |
System theory
Dynamics Nonlinear theories Artificial intelligence - Data processing Complex Systems Applied Dynamical Systems Data Science Teoria de sistemes Dinàmica Teories no lineals Intel·ligència artificial Processament de dades Sistemes complexos |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031847097
3031847091 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Concepts of Causality and Systems theory -- A brief overview on Dynamic Complex Systems And Causal Inference -- Elastic States and Complex Dynamics in Mechanistic Models -- A cartography of complexity -- The implications of relative causal inference for the understanding of complex systems. |
| Record Nr. | UNINA-9910987690103321 |
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Diaz Ochoa Juan Guillermo
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soggetto topico
- Complex Systems (4)
-
Sistemes complexos
(4)
- System theory (4)
- Dynamics (3)
- Intel·ligència artificial (2)