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 |
Tsironis Giorgos
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Lo trovi qui: Univ. Federico II | ||
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A Birman-Schwinger principle in galactic dynamics / / Markus Kunze
| A Birman-Schwinger principle in galactic dynamics / / Markus Kunze |
| Autore | Kunze Markus <1967-> |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Birkhäuser, , [2021] |
| Descrizione fisica | 1 online resource (X, 206 p. 3 illus., 1 illus. in color.) |
| Disciplina | 523.112 |
| Collana | Progress in mathematical physics |
| Soggetto topico |
Galactic dynamics
Física matemàtica Teoria quàntica Astrofísica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-75186-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Introduction -- The Antonov Stability Estimate -- On the Period Function $T_1$ -- A Birman-Schwinger Type Operator -- Relation to the Guo-Lin Operator -- Invariances -- Appendix I: Spherical Symmetry and Action-Angle Variables -- Appendix II: Function Spaces and Operators -- Appendix III: An Evolution Equation -- Appendix IV: On Kato-Rellich Perturbation Theory. |
| Record Nr. | UNISA-996466406303316 |
Kunze Markus <1967->
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| Cham, Switzerland : , : Birkhäuser, , [2021] | ||
| Lo trovi qui: Univ. di Salerno | ||
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A Birman-Schwinger principle in galactic dynamics / / Markus Kunze
| A Birman-Schwinger principle in galactic dynamics / / Markus Kunze |
| Autore | Kunze Markus <1967-> |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Birkhäuser, , [2021] |
| Descrizione fisica | 1 online resource (X, 206 p. 3 illus., 1 illus. in color.) |
| Disciplina | 523.112 |
| Collana | Progress in mathematical physics |
| Soggetto topico |
Galactic dynamics
Física matemàtica Teoria quàntica Astrofísica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-75186-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Introduction -- The Antonov Stability Estimate -- On the Period Function $T_1$ -- A Birman-Schwinger Type Operator -- Relation to the Guo-Lin Operator -- Invariances -- Appendix I: Spherical Symmetry and Action-Angle Variables -- Appendix II: Function Spaces and Operators -- Appendix III: An Evolution Equation -- Appendix IV: On Kato-Rellich Perturbation Theory. |
| Record Nr. | UNINA-9910495224403321 |
Kunze Markus <1967->
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| Cham, Switzerland : , : Birkhäuser, , [2021] | ||
| Lo trovi qui: Univ. Federico II | ||
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CERN courier
| CERN courier |
| Pubbl/distr/stampa | Geneva, Switzerland, : European Organization for Nuclear Research |
| Soggetto topico |
Nuclear physics - Research
Particles (Nuclear physics) Física nuclear Teoria quàntica Acceleradors de partícules |
| Soggetto genere / forma |
Periodicals.
Revistes electròniques. |
| ISSN | 2077-9550 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Conseil européen pour la recherche nucléaire courier |
| Record Nr. | UNISA-996201016003316 |
| Geneva, Switzerland, : European Organization for Nuclear Research | ||
| Lo trovi qui: Univ. di Salerno | ||
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CERN courier
| CERN courier |
| Pubbl/distr/stampa | Geneva, Switzerland, : European Organization for Nuclear Research |
| Soggetto topico |
Nuclear physics - Research
Particles (Nuclear physics) Física nuclear Teoria quàntica Acceleradors de partícules Physique nucléaire - Recherche Particules (Physique nucléaire) Kernfysica Hoge-energiefysica |
| Soggetto genere / forma |
Periodicals.
Revistes electròniques. periodicals. Périodiques. |
| ISSN | 2077-9550 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Conseil européen pour la recherche nucléaire courier |
| Record Nr. | UNINA-9910139538803321 |
| Geneva, Switzerland, : European Organization for Nuclear Research | ||
| Lo trovi qui: Univ. Federico II | ||
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Classical and Quantum Physics : 60 Years Alberto Ibort Fest Geometry, Dynamics, and Control / / edited by G. Marmo, David Martín de Diego, Miguel Muñoz Lecanda
| Classical and Quantum Physics : 60 Years Alberto Ibort Fest Geometry, Dynamics, and Control / / edited by G. Marmo, David Martín de Diego, Miguel Muñoz Lecanda |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (388 pages) |
| Disciplina | 530.15 |
| Collana | Springer Proceedings in Physics |
| Soggetto topico |
Teoria quàntica
Mathematical physics Calculus of variations Associative rings Rings (Algebra) Manifolds (Mathematics) Complex manifolds Geometry, Differential Theoretical, Mathematical and Computational Physics Mathematical Physics Calculus of Variations and Optimal Control; Optimization Associative Rings and Algebras Manifolds and Cell Complexes (incl. Diff.Topology) Differential Geometry |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-24748-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | List of speakers who confirmed their interest: -- Manuel Asorey (Universidad de Zaragoza, Spain) -- A.P. Balachandran (Syracuse University, New York, USA) -- Albero Saa (University of Campinas (UNICAMP), Brazil) -- José F. Cariñena (Universidad de Zaragoza, Spain) -- Fernando Falceto (Universidad de Zaragoza, Spain) -- J. Gracia-Bondía (Universidad de Zaragoza, Spain) -- José G. Llavona (Universidad Complutense de Madrid, Spain) -- Franco Magri (Università degli Studi di Milano-Bicocca, Italy) -- Giuseppe Marmo (Università di Napoli Federico II, Italy) -- Juan Carlos Marrero (Universidad de La Laguna, Spain) -- Juan Manuel Pérez-Pardo (Universidad Carlos III, Spain) -- Miguel A. Rodríguez (Universidad Complutense de Madrid, Spain) -- Fernando Lledó (Universidad Carlos II de Madrid, Spain) -- F. Lizzi (Università di Napoli Federico II, Italy) -- Antonio García (Universidad Carlos III de Madrid, Spain) -- Narciso Román Roy (Technical University of Catalonia , Spain) -- Patricia Vitale (Università di Napoli Federico II, Italy). |
| Record Nr. | UNINA-9910349503803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Lo trovi qui: Univ. Federico II | ||
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Epistemic processes : a basis for statistics and quantum theory / / Inge S. Helland
| Epistemic processes : a basis for statistics and quantum theory / / Inge S. Helland |
| Autore | Helland Inge S. |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (251 pages) |
| Disciplina | 530.12 |
| Soggetto topico |
Statistics
Teoria quàntica Estadística Quantum theory |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-81923-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996466415103316 |
Helland Inge S.
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| Cham, Switzerland : , : Springer, , [2021] | ||
| Lo trovi qui: Univ. di Salerno | ||
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IET quantum communication
| IET quantum communication |
| Pubbl/distr/stampa | [Stevenage, Herts, U.K.] : , : Institution of Engineering and Technology, , 2020- |
| Descrizione fisica | 1 online resource |
| Disciplina | 621 |
| Soggetto topico |
Quantum communication
Teoria quàntica |
| Soggetto genere / forma |
Periodicals.
Revistes electròniques |
| ISSN | 2632-8925 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Quantum Communication
Institution of Engineering and Technology quantum communication |
| Record Nr. | UNISA-996420048103316 |
| [Stevenage, Herts, U.K.] : , : Institution of Engineering and Technology, , 2020- | ||
| Lo trovi qui: Univ. di Salerno | ||
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IET quantum communication
| IET quantum communication |
| Pubbl/distr/stampa | [Stevenage, Herts, U.K.] : , : Institution of Engineering and Technology, , 2020- |
| Descrizione fisica | 1 online resource |
| Disciplina | 621 |
| Soggetto topico |
Quantum communication
Teoria quàntica |
| Soggetto genere / forma |
Periodicals.
Revistes electròniques. |
| ISSN | 2632-8925 |
| Formato | Materiale a stampa |
| Livello bibliografico | Periodico |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Quantum Communication
Institution of Engineering and Technology quantum communication |
| Record Nr. | UNINA-9910474353403321 |
| [Stevenage, Herts, U.K.] : , : Institution of Engineering and Technology, , 2020- | ||
| Lo trovi qui: Univ. Federico II | ||
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Infinite dimensional analysis, quantum probability and applications : QP41 Conference, Al Ain, UAE, March 28-April 1, 2021 / / Luigi Accardi, Farrukh Mukhamedov, and Ahmed Al Rawashdeh
| Infinite dimensional analysis, quantum probability and applications : QP41 Conference, Al Ain, UAE, March 28-April 1, 2021 / / Luigi Accardi, Farrukh Mukhamedov, and Ahmed Al Rawashdeh |
| Autore | Accardi Luigi |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer International Publishing, , [2022] |
| Descrizione fisica | 1 online resource (369 pages) |
| Disciplina | 530.8 |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Dimensional analysis
Probabilities Anàlisi dimensional Probabilitats Teoria quàntica |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| ISBN | 3-031-06170-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Organization -- Preface -- Contents -- Part I Quantum Probability Methods -- The Non-linear and Quadratic Quantization Programs -- 1 Introduction -- 1.1 Quadratic Quantization -- 2 Some Properties of *-Lie Algebras -- 2.1 The Complex d-Dimensional Heisenberg Algebra: heis1,d(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 2.2 The Complex d-Dimensional Quadratic Heisenberg Algebra heis2,d(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 3 The Symplectic Approach to Homogeneous Quadratic Boson Fields -- 3.1 The *-Lie Algebra of Homogeneous Quadratic Boson Fields -- 3.2 Identification of the *-Lie Algebra of Homogeneous Quadratic Boson Fields with heis2,d(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 3.3 Central Decomposition of heis2,d(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900): heis2,d,cls(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 4 The Complex Symplectic *-Lie Algebra sp(2d, 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 4.1 The Involution on sp(2d, 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) : sp(2d, 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 4.2 *-Isomorphism Between heis2,d, cls(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) and sp(2d,0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) -- 4.3 The Isomorphism Between heis2,d(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) and sp(2d, 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) : Direct Proof -- 5 Real Lie Sub-algebras of heis2,d(0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) and spskew,(2d,0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900).
5.1 Real *-Lie Algebra-Isomorphism Between spskew,(2d,0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900 0=Ctoheight0.900) and sp-(2d,IR) -- 6 Vacuum Averages -- 7 Lie Groups Associated with the Symplectic Algebra -- 7.1 The Siegel Unit Disk -- 7.2 The Metaplectic Group -- 7.3 The Abstract Symplectic Algebra and Its Lie Groups -- 8 The Problems of Diagonalizability and Vacuum Factorizability -- 8.1 Diagonalizability and Factorizability of Quadratic Fields -- 8.2 Diagonalizability Implies Vacuum-Factorizability -- References -- A Pedagogical Note on the Computation of Relative Entropy of Two n-Mode Gaussian States -- 1 Introduction -- 2 Preliminary Concepts on Gaussian States -- 3 Williamson's Theorem Applied to n-Mode Gaussian Covariance Matrix -- 4 Structure Theorem for n-Mode Gaussian States -- 5 Relative Entropy S(ρvertvertσ) of Two Gaussian States -- 6 Petz-Rényi Relative Entropy Sα(ρvertvertσ), 0< -- α< -- 1 of Two Gaussian States -- References -- Quantum Operators of the Semicircle Distributions -- 1 Introduction -- 2 Background -- 3 Position-(0-Momentum) Decomposition of the Semicircle Distributions -- References -- Quantum Probability for Modeling Cognition, Decision Making, and Artificial Intelligence -- 1 Introduction -- 2 Classical Versus Quantum Probability -- 2.1 Interference of Probabilities -- 2.2 Bayesian Versus Non-Bayesian Inference -- 3 Quantum-Like Paradigm -- 4 Paradoxes of CP Decision Theory and Their QP Resolution -- 5 Quantum Scheme of Decision Making -- 6 Interference in Decision Making -- 6.1 Savage Sure Thing Principle as the Rationality Axiom -- 6.2 Is CP-Irrationality Just QP-Rationality? -- 6.3 Logic and Rationality -- 6.4 Social Laser -- 7 Quantum-Like AI -- References -- Part II Quantum Information Methods -- Note on Complexity of Communication Processes -- 1 Introduction -- 2 Quantum Channels. 2.1 Quantum Communication Processes -- 3 Entropy and Mutual Entropy for General Quantum Systems -- 4 Compound States -- 5 Conclusion -- References -- Trace Decreasing Quantum Dynamical Maps: Divisibility and Entanglement Dynamics -- 1 Introduction -- 2 Trace Distance Approach to Non-Markovianity -- 3 System-Ancilla Entanglement Dynamics -- 4 Generalized Erasure Dynamics -- 5 Conclusions -- References -- Compound State, Its Conditionality and Quantum Mutual Information -- 1 Introduction -- 2 Quantum Compound States and CP Maps -- 2.1 Preliminaries -- 2.2 Duality Between Quantum States and Linear Maps, and Their Classification -- 2.3 Quantum Compound State Versus Classical Joint Probability -- 3 Quantum Mutual Information on Quantum Bayes Formula -- 3.1 Compound State via Choi-Jamiołkowski Isomorphism -- 3.2 Quantum Mutual Information via Quantum Channel πast -- 4 Conclusions -- References -- Block Markov Chains on Trees -- 1 Introduction -- 2 Rooted Trees -- 3 Some Reminders on Markov Fields -- 4 Structure of Block Markov Chains on Trees -- 5 Connection with MCs and MRFs -- 6 One-Dimensional BMC -- 7 Counter-Example -- 8 Conclusion -- References -- Part III Quantum Dynamical Systems -- Hilbert von Neumann Modules Versus Concrete von Neumann Modules -- 1 Von Neumann Modules: Comparison -- 2 Self-duality -- 3 Von Neumann Correspondences, Connes Correspondences, and Their Tensor Products -- References -- Absorption and Fixed Points for Semigroups of Quantum Channels -- 1 Introduction -- 2 Preliminaries on Semigroups of Quantum Channels -- 3 Absorption Operators to Describe Fixed Points -- 4 Reducibility of Recurrent Semigroups -- References -- Characterization of Gaussian Quantum Markov Semigroups -- 1 Introduction -- 2 Gaussian States -- 3 Gaussian Maps -- 4 Gaussian Quantum Markov Semigroups -- References -- A Mean-Field Laser Quantum Master Equation. 1 Introduction -- 2 The Quantum Master Equation -- 3 Quantum Hopf Bifurcation -- 3.1 Long-Time Behaviour -- 4 Conclusions and Outlook -- References -- Unique Ergodicity and Weakly Monotone Fock Space -- 1 Introduction -- 2 Preliminaries -- 3 Weakly Monotone Fock Space -- 4 Shift-Invariant States on Weakly Monotone upper C Superscript asteriskC*-Algebra -- References -- Part IV Infinite Dimensional Analysis -- Solutions of Infinite Dimensional Partial Differential Equations -- 1 Introduction and Background -- 1.1 Young Functions -- 1.2 Functional Spaces -- 1.3 Formal Power Series Spaces -- 1.4 Taylor Map -- 1.5 Laplace Transform -- 2 Convolution Calculus -- 2.1 Convolution of Two Distributions -- 2.2 White Noise Gel'fand Triple -- 2.3 Convolution Functionals -- 3 Initial-Valued Evolution Equation -- 3.1 Main Theorem -- 4 Gross Laplacian -- 4.1 Gross Laplacian as a Convolution Operator -- 5 Concluding Remarks -- 5.1 Interpretation of the Solutions of the Evolution Equation -- 5.2 Heat Equation Associated to the Gross Laplacian -- References -- On Some Properties of Solution Sets of Discontinuous Quantum Stochastic Differential Inclusions -- 1 Introduction -- 2 Notations and Fundamental Structures -- 3 Preliminary Results and Assumptions -- 4 Main Result -- References -- Fractional Operators from Vanishing Morrey to Vanishing Campanato Spaces in the Variable Exponent Setting on Quasi-metric Measure Spaces -- 1 Introduction -- 2 Preliminaries -- 2.1 Quasi-metric Measure Spaces -- 2.2 Variable Exponent Spaces -- 3 Boundedness Result -- References -- Part V Operator Algebras -- Characterization of Certain Traces on von Neumann Algebras -- 1 Introduction -- 2 Definitions and Notation -- 3 Trace Characterization on upper C Superscript asteriskC*-Algebras -- References -- Actions of *-Morphisms on Certain Projections of C*-Matrix Algebras -- 1 Introduction. 2 Preliminaries -- 3 Actions of *-Morphisms on Pi,j(a) -- References -- Part VI Stochastic Operators -- Compatible Linear Lypunov Function for Infinite Dimensional Volterra Quadratic Stochastic Operators -- 1 Introduction -- 2 Main Results -- References -- Bijectivity of a Class of Lotka-Volterra Operators Defined on 2D-Simplex -- 1 Introduction -- 2 Preliminaries -- 3 Main Result -- 4 Conclusion -- References -- Dynamics of Stochastic Cesaro Operators -- 1 Introduction -- 2 Nonlinear Stochastic Operators Generated by Linear Ones -- 3 Riesz Stochastic Operators -- 4 Cesaro Operators -- References -- The Dynamics of a Volterra Cubic Operator -- 1 Introduction -- 2 Preliminaries -- 3 Main Results -- References -- The Dynamics of Superposition of Non-Volterra Quadratic Stochastic Operators on upper S squaredS2 -- 1 Introduction -- 2 Preliminaries -- 3 Superposition of Operators -- 4 Notes and Comments -- References -- A Quadratic Worm Propagation Model -- 1 Introduction -- 2 Preliminaries -- 3 Discrete Time SIR-models -- References -- Author Index. |
| Record Nr. | UNINA-9910616210003321 |
Accardi Luigi
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| Cham, Switzerland : , : Springer International Publishing, , [2022] | ||
| Lo trovi qui: Univ. Federico II | ||
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