Uncertainty Quantification in Multiscale Materials Modeling
  • Author : Yan Wang
  • Release Date : 12 March 2020
  • Publisher : Woodhead Publishing Limited
  • Genre : Materials science
  • Pages : 900
  • ISBN 13 : 9780081029411

Download or read book entitled Uncertainty Quantification in Multiscale Materials Modeling written by Yan Wang and published by Woodhead Publishing Limited online. This book was released on 12 March 2020 with total pages 900. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Driven Modeling for Additive Manufacturing of Metals

Data Driven Modeling for Additive Manufacturing of Metals

Author : National Academies of Sciences, Engineering, and Medicine,Division on Engineering and Physical Sciences,National Materials and Manufacturing Board,Board on Mathematical Sciences and Analytics
Publisher : National Academies Press
Genre : Technology & Engineering
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