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Books > Professional & Technical > Mechanical engineering & materials > Materials science
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Uncertainty Quantification in Multiscale Materials Modeling (Paperback)
Loot Price: R6,978
Discovery Miles 69 780
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Uncertainty Quantification in Multiscale Materials Modeling (Paperback)
Series: Elsevier Series in Mechanics of Advanced Materials
Expected to ship within 12 - 17 working days
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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.
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