Uncertainty Quantification in Multiscale Materials Modeling is popular PDF and ePub book, written by Yan Wang in 2020-03-12, it is a fantastic choice for those who relish reading online the Materials science genre. Let's immerse ourselves in this engaging Materials science book by exploring the summary and details provided below. Remember, Uncertainty Quantification in Multiscale Materials Modeling can be Read Online from any device for your convenience.
Uncertainty Quantification in Multiscale Materials Modeling Book PDF Summary
Uncertainty Quantification in Multiscale Materials Modeling provides a complete overview of uncertainty quantification (UQ) in computational materials science. It provides practical tools and methods along with examples of their application to problems in materials modeling. UQ methods are applied to various multiscale models ranging from the nanoscale to macroscale. This book presents a thorough synthesis of the state-of-the-art in UQ methods for materials modeling, including Bayesian inference, surrogate modeling, random fields, interval analysis, and sensitivity analysis, providing insight into the unique characteristics of models framed at each scale, as well as common issues in modeling across scales.
Detail Book of Uncertainty Quantification in Multiscale Materials Modeling PDF
- Author : Yan Wang
- Release : 12 March 2020
- Publisher : Woodhead Publishing Limited
- ISBN : 9780081029411
- Genre : Materials science
- Total Page : 604 pages
- Language : English
- PDF File Size : 12,9 Mb
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