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Machine Learning Control – Taming Nonlinear Dynamics and Turbulence [[electronic resource] /] / by Thomas Duriez, Steven L. Brunton, Bernd R. Noack
| Machine Learning Control – Taming Nonlinear Dynamics and Turbulence [[electronic resource] /] / by Thomas Duriez, Steven L. Brunton, Bernd R. Noack |
| Autore | Duriez Thomas |
| Edizione | [1st ed. 2017.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
| Descrizione fisica | 1 online resource (XX, 211 p. 73 illus., 58 illus. in color.) |
| Disciplina | 620.1064 |
| Collana | Fluid Mechanics and Its Applications |
| Soggetto topico |
Fluid mechanics
Fluids Control engineering Microprogramming Artificial intelligence Statistical physics Engineering Fluid Dynamics Fluid- and Aerodynamics Control and Systems Theory Control Structures and Microprogramming Artificial Intelligence Applications of Nonlinear Dynamics and Chaos Theory |
| ISBN | 3-319-40624-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- 1 Introduction -- 1.1 Feedback in engineering and living systems -- 1.2 Benefits of feedback control -- 1.3 Challenges of feedback control -- 1.4 Feedback turbulence control is a grand challenge problem -- 1.5 Nature teaches us the control design -- 1.6 Outline of the book -- 1.7 Exercises -- 2 Machine learning control (MLC) -- 2.1 Methods of machine learning -- 2.2 MLC with genetic programming -- 2.3 Examples -- 2.4 Exercises -- 2.5 Suggested reading -- 2.6 Interview with Professor Marc Schoenauer -- 3 Methods of linear control theory -- 3.1 Linear systems -- 3.2 Full-state feedback -- Linear quadratic regulator (LQR) -- 3.3 Sensor-based state estimation -- Kalman filtering -- 3.4 Sensor-based feedback -- Linear quadratic Gaussian (LQG) -- 3.5 System Identification and Model Reduction -- 3.6 Exercises -- 3.7 Suggested reading -- 4 Benchmarking MLC against linear control -- 4.1 Comparison of MLC with LQR on a linear oscillator -- 4.2 Comparison of MLC with Kalman filter on a noisy linear oscillator -- 4.3 Comparison of MLC with LQG for sensor-based feedback -- 4.4 Modifications for small nonlinearity -- 4.5 Exercises -- 4.6 Interview with Professor Shervin Bagheri -- 5 Taming nonlinear dynamics with MLC -- 5.1 Generalized mean-field system -- 5.2 Machine learning control -- 5.3 Derivation outline for the generalized mean-field model -- 5.4 Alternative control approaches -- 5.5 Exercises -- 5.6 Suggested reading -- 5.7 Interview with Professor Mark N. Glauser -- 6 Taming real world flow control experiments with MLC -- 6.1 Separation control over a backward-facing step -- 6.2 Separation control of turbulent boundary layers -- 6.3 Control of mixing layer growth -- 6.4 Alternative model-based control approaches -- 6.5 Implementation of MLC in experiments -- 6.6 Suggested reading -- 6.7 Interview with Professor David Williams -- 7 MLC tactics and strategy -- 7.1 The ideal flow control experiment -- 7.2 Desiderata of the control problem — from the definition to hardware choices -- 7.3 Time scales of MLC -- 7.4 MLC parameters and convergence -- 7.5 The imperfect experiment -- 8 Future developments -- 8.1 Methodological advances of MLC -- 8.2 System-reduction techniques for MLC — Coping with high-dimensional input and output -- 8.3 Future applications of MLC -- 8.4 Exercises -- 8.5 Interview with Professor Belinda Batten -- Glossary -- Symbols -- Abbreviations -- Matlab® Code: OpenMLC -- Bibliography -- Index. . |
| Record Nr. | UNINA-9910254174703321 |
Duriez Thomas
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical Modeling of Unsteady Inviscid Flows [[electronic resource] /] / by Jeff D. Eldredge
| Mathematical Modeling of Unsteady Inviscid Flows [[electronic resource] /] / by Jeff D. Eldredge |
| Autore | Eldredge Jeff D |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (473 pages) |
| Disciplina | 620.1064 |
| Collana | Interdisciplinary Applied Mathematics |
| Soggetto topico |
Mathematical physics
Fluids Fluid mechanics Mathematical models Mathematical Applications in the Physical Sciences Fluid- and Aerodynamics Engineering Fluid Dynamics Mathematical Modeling and Industrial Mathematics Mathematical Physics |
| ISBN | 3-030-18319-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Reference Frames, Body Motion and Notation -- Foundational Concepts -- General Results of Incompressible Flow about a Body -- Force and Moment on a Body -- Transport of Vortex Elements -- Flow about a Two-Dimensional Flat Plate -- Flow About Three-Dimensional Bodies -- Multiple Bodies -- A. Mathematical Tools. |
| Record Nr. | UNINA-9910349348603321 |
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Eldredge Jeff D
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical Models in the Manufacturing of Glass [[electronic resource] ] : C.I.M.E. Summer School, Montecatini Terme, Italy 2008 / / by Angiolo Farina, Axel Klar, Robert M.M. Mattheij, Andro Mikeli´c, Norbert Siedow ; edited by Antonio Fasano
| Mathematical Models in the Manufacturing of Glass [[electronic resource] ] : C.I.M.E. Summer School, Montecatini Terme, Italy 2008 / / by Angiolo Farina, Axel Klar, Robert M.M. Mattheij, Andro Mikeli´c, Norbert Siedow ; edited by Antonio Fasano |
| Autore | Farina Angiolo |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XI, 227 p.) |
| Disciplina | 620.1064 |
| Collana | C.I.M.E. Foundation Subseries |
| Soggetto topico |
Fluid mechanics
Thermodynamics Heat engineering Heat transfer Mass transfer Partial differential equations Engineering Fluid Dynamics Engineering Thermodynamics, Heat and Mass Transfer Partial Differential Equations |
| ISBN | 3-642-15967-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mathematical modelling of glass forming processes -- Radiative heat transfer and applications for glass production processes -- I. Radiative heat transfer and applications for glass production processes -- II. Nonisothermal flows and fibres drawing. |
| Record Nr. | UNISA-996466514203316 |
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Farina Angiolo
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Mathematical Models in the Manufacturing of Glass [[electronic resource] ] : C.I.M.E. Summer School, Montecatini Terme, Italy 2008 / / by Angiolo Farina, Axel Klar, Robert M.M. Mattheij, Andro Mikeli´c, Norbert Siedow ; edited by Antonio Fasano
| Mathematical Models in the Manufacturing of Glass [[electronic resource] ] : C.I.M.E. Summer School, Montecatini Terme, Italy 2008 / / by Angiolo Farina, Axel Klar, Robert M.M. Mattheij, Andro Mikeli´c, Norbert Siedow ; edited by Antonio Fasano |
| Autore | Farina Angiolo |
| Edizione | [1st ed. 2011.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 |
| Descrizione fisica | 1 online resource (XI, 227 p.) |
| Disciplina | 620.1064 |
| Collana | C.I.M.E. Foundation Subseries |
| Soggetto topico |
Fluid mechanics
Thermodynamics Heat engineering Heat transfer Mass transfer Partial differential equations Engineering Fluid Dynamics Engineering Thermodynamics, Heat and Mass Transfer Partial Differential Equations |
| ISBN | 3-642-15967-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mathematical modelling of glass forming processes -- Radiative heat transfer and applications for glass production processes -- I. Radiative heat transfer and applications for glass production processes -- II. Nonisothermal flows and fibres drawing. |
| Record Nr. | UNINA-9910483758103321 |
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Farina Angiolo
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mathematical models in the manufacturing of glass [e-book] : C.I.M.E. summer school, Montecatini Terme, Italy 2008 / by Angiolo Farina ... [et al.] ; edited by Antonio Fasano
| Mathematical models in the manufacturing of glass [e-book] : C.I.M.E. summer school, Montecatini Terme, Italy 2008 / by Angiolo Farina ... [et al.] ; edited by Antonio Fasano |
| Autore | Farina, Angiolo |
| Pubbl/distr/stampa | Berlin : Springer, 2011 |
| Descrizione fisica | 1 online resource (xi, 227 p.) |
| Disciplina | 620.1064 |
| Altri autori (Persone) | Fasano, Antonio |
| Collana | Lecture Notes in Mathematics, 0075-8434 ; 2010 |
| Soggetto topico |
Engineering
Differential equations, partial Hydraulic engineering |
| ISBN | 9783642159671 |
| Classificazione |
AMS 76D05
AMS 76B10 |
| Formato | Risorse elettroniche  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991002258679707536 |
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Farina, Angiolo
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| Berlin : Springer, 2011 | ||
| Risorse elettroniche | ||
| Lo trovi qui: Univ. del Salento | ||
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Mathematical Theory of Evolutionary Fluid-Flow Structure Interactions [[electronic resource] /] / by Barbara Kaltenbacher, Igor Kukavica, Irena Lasiecka, Roberto Triggiani, Amjad Tuffaha, Justin T. Webster
| Mathematical Theory of Evolutionary Fluid-Flow Structure Interactions [[electronic resource] /] / by Barbara Kaltenbacher, Igor Kukavica, Irena Lasiecka, Roberto Triggiani, Amjad Tuffaha, Justin T. Webster |
| Autore | Kaltenbacher Barbara |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2018 |
| Descrizione fisica | 1 online resource (XIII, 307 p.) |
| Disciplina | 620.1064 |
| Collana | Oberwolfach Seminars |
| Soggetto topico |
Partial differential equations
Partial Differential Equations |
| ISBN | 3-319-92783-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An introduction to a fluid-structure model -- Linear parabolic-hyperbolic fluid-structure interaction models -- Flow-plate interactions: well-posedness and long-time behavior -- Some aspects in nonlinear acoustics coupling and shape optimization. |
| Record Nr. | UNINA-9910300117503321 |
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Kaltenbacher Barbara
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| Cham : , : Springer International Publishing : , : Imprint : Birkhäuser, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The mathematics of fluid flow through porous media / / Myron B. Allen
| The mathematics of fluid flow through porous media / / Myron B. Allen |
| Autore | Allen Myron B. <1954-> |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , [2021] |
| Descrizione fisica | 1 online resource (227 pages) |
| Disciplina | 620.1064 |
| Soggetto topico | Fluid dynamics - Mathematical models |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-119-66387-3
1-119-66388-1 1-119-66386-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910555004903321 |
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Allen Myron B. <1954->
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| Hoboken, New Jersey : , : Wiley, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The mathematics of fluid flow through porous media / / Myron B. Allen
| The mathematics of fluid flow through porous media / / Myron B. Allen |
| Autore | Allen Myron B. <1954-> |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , [2021] |
| Descrizione fisica | 1 online resource (227 pages) |
| Disciplina | 620.1064 |
| Soggetto topico | Fluid dynamics - Mathematical models |
| ISBN |
1-119-66387-3
1-119-66388-1 1-119-66386-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910831000403321 |
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Allen Myron B. <1954->
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| Hoboken, New Jersey : , : Wiley, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mechanics of Flow-Induced Vibration [[electronic resource] ] : Physical Modeling and Control Strategies / / by Rajeev Jaiman, Guojun Li, Amir Chizfahm
| Mechanics of Flow-Induced Vibration [[electronic resource] ] : Physical Modeling and Control Strategies / / by Rajeev Jaiman, Guojun Li, Amir Chizfahm |
| Autore | Jaiman Rajeev |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (1028 pages) |
| Disciplina | 620.1064 |
| Soggetto topico |
Fluid mechanics
Engineering mathematics Engineering—Data processing Mathematical physics Numerical analysis Mechanics, Applied Solids Physics Engineering Fluid Dynamics Mathematical and Computational Engineering Applications Theoretical, Mathematical and Computational Physics Numerical Analysis Solid Mechanics Classical and Continuum Physics |
| ISBN | 981-19-8578-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Part 1: Generalized variational formulation -- 1. Mathematical Framework -- 2. Body-fitted Eulerian-Lagrangian methods -- 3. Non-body-fitted embedded methods -- 4. Applications and Examples -- Part 2: Model reduction and FSI control -- 1. Model reduction techniques -- 2. Passive and active control for FSI -- Blowing-suction for VIV. |
| Record Nr. | UNINA-9910731464403321 |
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Jaiman Rajeev
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Mesh adaptation for computational fluid dynamics . 2 Unsteady and goal-oriented adaptation / / Alain Dervieux [and three others]
| Mesh adaptation for computational fluid dynamics . 2 Unsteady and goal-oriented adaptation / / Alain Dervieux [and three others] |
| Autore | Dervieux Alain |
| Pubbl/distr/stampa | London ; ; Hoboken, New Jersey : , : ISTE : , : Wiley, , [2022] |
| Descrizione fisica | 1 online resource (228 pages) |
| Disciplina | 620.1064 |
| Collana | Numerical methods in engineering series |
| Soggetto topico | Computational fluid dynamics |
| ISBN |
1-394-16402-5
1-394-16400-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Nonlinear Corrector for CFD -- Multi-scale Adaptation for Unsteady Flows -- Multi-rate Time Advancing -- Goal-Oriented Adaptation for Inviscid Steady Flows -- Goal-Oriented Adaptation for Viscous Steady Flows -- Norm-Oriented Formulations -- Goal-Oriented Adaptation for Unsteady Flows -- Third-Order Unsteady Adaptation -- References -- Index -- Summary of Volume 1 -- Other titles from ISTE in Numerical Methods in Engineering. |
| Record Nr. | UNINA-9910830190203321 |
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Dervieux Alain
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| London ; ; Hoboken, New Jersey : , : ISTE : , : Wiley, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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