Uncertainty Quantification and Stochastic Modeling with Matlab

Written By Eduardo Souza de Cursi
Uncertainty Quantification and Stochastic Modeling with Matlab
  • Publsiher : Elsevier
  • Release : 09 April 2015
  • ISBN : 0081004710
  • Pages : 456 pages
  • Rating : /5 from reviews
GET THIS BOOKUncertainty Quantification and Stochastic Modeling with Matlab


Download or read book entitled Uncertainty Quantification and Stochastic Modeling with Matlab by author: Eduardo Souza de Cursi which was release on 09 April 2015 and published by Elsevier with total page 456 pages . This book available in PDF, EPUB and Kindle Format. Uncertainty Quantification (UQ) is a relatively new research area which describes the methods and approaches used to supply quantitative descriptions of the effects of uncertainty, variability and errors in simulation problems and models. It is rapidly becoming a field of increasing importance, with many real-world applications within statistics, mathematics, probability and engineering, but also within the natural sciences. Literature on the topic has up until now been largely based on polynomial chaos, which raises difficulties when considering different types of approximation and does not lead to a unified presentation of the methods. Moreover, this description does not consider either deterministic problems or infinite dimensional ones. This book gives a unified, practical and comprehensive presentation of the main techniques used for the characterization of the effect of uncertainty on numerical models and on their exploitation in numerical problems. In particular, applications to linear and nonlinear systems of equations, differential equations, optimization and reliability are presented. Applications of stochastic methods to deal with deterministic numerical problems are also discussed. Matlab® illustrates the implementation of these methods and makes the book suitable as a textbook and for self-study. Discusses the main ideas of Stochastic Modeling and Uncertainty Quantification using Functional Analysis Details listings of Matlab® programs implementing the main methods which complete the methodological presentation by a practical implementation Construct your own implementations from provided worked examples

Uncertainty Quantification and Stochastic Modeling with Matlab

Uncertainty Quantification and Stochastic Modeling with Matlab
  • Author : Eduardo Souza de Cursi,Rubens Sampaio
  • Publisher : Elsevier
  • Release Date : 2015-04-09
  • Total pages : 456
  • ISBN : 0081004710
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Summary : Uncertainty Quantification (UQ) is a relatively new research area which describes the methods and approaches used to supply quantitative descriptions of the effects of uncertainty, variability and errors in simulation problems and models. It is rapidly becoming a field of increasing importance, with many real-world applications within statistics, mathematics, probability ...

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  • Publisher : Springer
  • Release Date : 2019-06-15
  • Total pages : 1152
  • ISBN : 0081004710
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Summary : This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems ...

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  • Publisher : Springer
  • Release Date : 2018-12-29
  • Total pages : 184
  • ISBN : 0081004710
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Summary : This book provides an overview of state-of-the-art uncertainty quantification (UQ) methodologies and applications, and covers a wide range of current research, future challenges and applications in various domains, such as aerospace and mechanical applications, structure health and seismic hazard, electromagnetic energy (its impact on systems and humans) and global environmental ...

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  • Author : Christian Soize
  • Publisher : Springer
  • Release Date : 2017-04-24
  • Total pages : 329
  • ISBN : 0081004710
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Summary : This book presents the fundamental notions and advanced mathematical tools in the stochastic modeling of uncertainties and their quantification for large-scale computational models in sciences and engineering. In particular, it focuses in parametric uncertainties, and non-parametric uncertainties with applications from the structural dynamics and vibroacoustics of complex mechanical systems, from ...

Topics in Model Validation and Uncertainty Quantification Volume 5

Topics in Model Validation and Uncertainty Quantification  Volume 5
  • Author : Todd Simmermacher,Scott Cogan,Babak Moaveni,Costas Papadimitriou
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-05-30
  • Total pages : 264
  • ISBN : 0081004710
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Summary : Topics in Model Validation and Uncertainty Quantification, Volume : Proceedings of the 31st IMAC, A Conference and Exposition on Structural Dynamics, 2013, the fifth volume of seven from the Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and ...

An Introduction to Computational Stochastic PDEs

An Introduction to Computational Stochastic PDEs
  • Author : Gabriel J. Lord,Catherine E. Powell,Tony Shardlow
  • Publisher : Cambridge University Press
  • Release Date : 2014-08-11
  • Total pages : 520
  • ISBN : 0081004710
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Summary : This book gives a comprehensive introduction to numerical methods and analysis of stochastic processes, random fields and stochastic differential equations, and offers graduate students and researchers powerful tools for understanding uncertainty quantification for risk analysis. Coverage includes traditional stochastic ODEs with white noise forcing, strong and weak approximation, and the ...

Abstracts for the AGU Western Pacific Geophysics Meeting

Abstracts for the AGU Western Pacific Geophysics Meeting
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Read online Abstracts for the AGU Western Pacific Geophysics Meeting written by , published by which was released on 2004. Download full Abstracts for the AGU Western Pacific Geophysics Meeting Books now! Available in PDF, ePub and Kindle....

Science Abstracts

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  • Publisher : Unknown
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Summary : Read online Science Abstracts written by , published by which was released on 1995. Download full Science Abstracts Books now! Available in PDF, ePub and Kindle....

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  • Author : Rick Vandoorne
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 250
  • ISBN : 0081004710
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Summary : The objective of this study was to quantify and determine trends in the uncertainty in the life cycle cost (LCC) associated with the maintenance and renewal (M&R) of the rail of a railway track under a fixed set of input parameters and conditions. Rail maintenance models were identified in ...

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  • Author : Marco Gribaudo
  • Publisher : Springer Nature
  • Release Date : 2020
  • Total pages : 300
  • ISBN : 0081004710
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Summary : Read online Quantitative Evaluation of Systems written by Marco Gribaudo, published by Springer Nature which was released on 2020. Download full Quantitative Evaluation of Systems Books now! Available in PDF, ePub and Kindle....

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  • Author : Brian Munsky,William S. Hlavacek,Lev S. Tsimring
  • Publisher : MIT Press
  • Release Date : 2018-07-27
  • Total pages : 728
  • ISBN : 0081004710
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Summary : An introduction to the quantitative modeling of biological processes, presenting modeling approaches, methodology, practical algorithms, software tools, and examples of current research. The quantitative modeling of biological processes promises to expand biological research from a science of observation and discovery to one of rigorous prediction and quantitative analysis. The rapidly ...

Index to IEEE Publications

Index to IEEE Publications
  • Author : Institute of Electrical and Electronics Engineers
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Issues for 1973- cover the entire IEEE technical literature....

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Stanford Bulletin
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Read online Stanford Bulletin written by , published by which was released on 2001. Download full Stanford Bulletin Books now! Available in PDF, ePub and Kindle....

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International Aerospace Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Read online International Aerospace Abstracts written by , published by which was released on 1995. Download full International Aerospace Abstracts Books now! Available in PDF, ePub and Kindle....

Proceedings of the IEEE Instrumentation and Measurement Technology Conference

Proceedings of the     IEEE Instrumentation and Measurement Technology Conference
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 0081004710
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Summary : Read online Proceedings of the IEEE Instrumentation and Measurement Technology Conference written by , published by which was released on 2003. Download full Proceedings of the IEEE Instrumentation and Measurement Technology Conference Books now! Available in PDF, ePub and Kindle....