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Regularized System Identification : Learning Dynamic Models from Data
| Regularized System Identification : Learning Dynamic Models from Data |
| Autore | Pillonetto Gianluigi |
| Pubbl/distr/stampa | Cham, : Springer International Publishing AG, 2022 |
| Descrizione fisica | 1 online resource (394 p.) |
| Altri autori (Persone) |
ChenTianshi
ChiusoAlessandro De NicolaoGiuseppe LjungLennart |
| Collana | Communications and Control Engineering |
| Soggetto topico |
Machine learning
Automatic control engineering Statistical physics Bayesian inference Probability & statistics Cybernetics & systems theory |
| Soggetto non controllato |
System Identification
Machine Learning Linear Dynamical Systems Nonlinear Dynamical Systems Kernel-based Regularization Bayesian Interpretation of Regularization Gaussian Processes Reproducing Kernel Hilbert Spaces Estimation Theory Support Vector Machines Regularization Networks |
| ISBN | 3-030-95860-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910568256103321 |
Pillonetto Gianluigi
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| Cham, : Springer International Publishing AG, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Stochastic Transport in Upper Ocean Dynamics : STUOD 2021 Workshop, London, UK, September 20-23
| Stochastic Transport in Upper Ocean Dynamics : STUOD 2021 Workshop, London, UK, September 20-23 |
| Autore | Chapron Bertrand |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2022 |
| Descrizione fisica | 1 electronic resource (317 p.) |
| Altri autori (Persone) |
CrisanDan
HolmDarryl MéminEtienne RadomskaAnna |
| Collana | Mathematics of Planet Earth |
| Soggetto topico |
Applied mathematics
Probability & statistics Calculus & mathematical analysis Cybernetics & systems theory Oceanografia |
| Soggetto genere / forma |
Congressos
Llibres electrònics |
| Soggetto non controllato |
mathematics of planet earth
STUOD ocean modelling ocean observations stochastic partial differential equations dynamical systems data analysis data assimilation deep learning particle filters geometric mechanics Navier-Stokes equation stochastic transport stochastic parameterization stochastic variational principles nonlinear water waves free surface fluid dynamics Stochastic Advection by Lie Transport Stochastic Forcing by Lie Transport |
| ISBN | 3-031-18988-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910635387403321 |
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Chapron Bertrand
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| Cham : , : Springer International Publishing AG, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Uncertainty in Mechanical Engineering : Proceedings of the 4th International Conference on Uncertainty in Mechanical Engineering (ICUME 2021), June 7-8 2021
| Uncertainty in Mechanical Engineering : Proceedings of the 4th International Conference on Uncertainty in Mechanical Engineering (ICUME 2021), June 7-8 2021 |
| Autore | Pelz Peter F |
| Pubbl/distr/stampa | Springer Nature, 2021 |
| Descrizione fisica | 1 online resource (313 pages) |
| Altri autori (Persone) | GrochePeter |
| Collana | Lecture Notes in Mechanical Engineering |
| Soggetto topico |
Technical design
Statistical physics Cybernetics & systems theory Production engineering |
| Soggetto non controllato |
Engineering Design
Complex Systems Complexity Manufacturing, Machines, Tools, Processes Applied Dynamical Systems Machines, Tools, Processes Open Access Book Mastering Uncertainty by Digitalization Uncertainty in Manufacturing and Production Resilient Technical Systems Uncertainty Quantification Optimization Under Uncertainty Model Uncertainty Computer-Aided Design (CAD) Uncertain Operating Conditions Topology Optimization for Additive Manufacturing Predicting Vibroacoustic Behavior Uncertainty in Finite Element Models Imprecision in Data/Models Legal Uncertainty of Autonomous Systems Resilient Water Supply Systems Designing Technical Systems Collaborative Research Centre 805 SFB 805 Technical design Statistical physics Dynamics & statics Cybernetics & systems theory Production engineering |
| ISBN | 3-030-77256-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910482868203321 |
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Pelz Peter F
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| Springer Nature, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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