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Record Nr. |
UNINA9910462559703321 |
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Autore |
Soize Christian |
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Titolo |
Stochastic models of uncertainties in computational mechanics [[electronic resource] /] / Christian Soize |
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Pubbl/distr/stampa |
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Reston, Va., : American Society of Civil Engineers, : Engineering Mechanics Institute, 2012 |
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ISBN |
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Descrizione fisica |
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1 online resource (134 p.) |
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Collana |
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Lecture notes in mechanics ; ; 2 |
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Disciplina |
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Soggetti |
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Stochastic models |
Uncertainty (Information theory) |
Mechanics, Applied - Mathematical models |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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""Cover""; ""Contents""; ""1 Introduction""; ""2 Short overview of probabilistic modeling of uncertainties and related topics""; ""2.1 Uncertainty and variability""; ""2.2 Types of approach for probabilistic modeling of uncertainties""; ""2.3 Types of representation for the probabilistic modeling of uncertainties""; ""2.4 Construction of prior probability models using the maximum entropy principle under the constraints defined by the available information""; ""2.5 Random Matrix Theory""; ""2.6 Propagation of uncertainties and methods to solve the stochastic dynamical equations"" |
""2.7 Identification of the prior and posterior probability models of uncertainties""""2.8 Robust updating of computational models and robust design with uncertain computational models""; ""3 Parametric probabilistic approach to uncertainties in computational structural dynamics""; ""3.1 Introduction of the mean computational model in computational structural dynamics""; ""3.2 Introduction of the reduced mean computational model""; ""3.3 Methodology for the parametric probabilistic approach of modelparameter uncertainties"" |
""3.4 Construction of the prior probability model of model-parameter uncertainties""""3.5 Estimation of the parameters of the prior probability model of the uncertain model parameter""; ""3.6 Posterior |
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