Uncertainty quantification : an accelerated course with advanced applications in computational engineering /: an accelerated course with advanced applications in computational engineering. (2017)

• Record Type: Book
• Further Information: Note: Christian Soize.
• Authors: Soize, Christian
• Contents: Fundamental Notions in Stochastic Modeling of Uncertainties and their Propagation in Computational Models -- Elements of Probability Theory -- Markov Process and Stochastic Differential Equation -- MCMC Methods for Generating Realizations and for Estimating the Mathematical Expectation of Nonlinear Mappings of Random Vectors -- Fundamental Probabilistic Tools for Stochastic Modeling of Uncertainties -- Brief Overview of Stochastic Solvers for the Propagation of Uncertainties -- Fundamental Tools for Statistical Inverse Problems -- Uncertainty Quantification in Computational Structural Dynamics and Vibroacoustics -- Robust Analysis with Respect to the Uncertainties for Analysis, Updating, Optimization, and Design -- Random Fields and Uncertainty Quantification in Solid Mechanics of Continuum Media.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xxii, 329 pages), illustrations (some color)
• Subjects: 003/.54; Mathematics; Uncertainty -- Mathematical models; Uncertainty -- Mathematical models; Mathematics -- Applied; Mathematics -- Probability & Statistics -- General; Maths for engineers; Probability & statistics; Computer science; Engineering mathematics; Distribution (Probability theory); Computers -- Computer Science; Maths for scientists; Electronic books
• Languages: English
• ISBNs: 9783319543390; 3319543393
• Related ISBNs: 9783319543383; 3319543385
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed May 3, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.