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

Uncertainty Quantification in Multiscale Materials Modeling Book 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.

Uncertainty Quantification in Multiscale Materials Modeling

Uncertainty Quantification in Multiscale Materials Modeling

Author : Yan Wang,David L. McDowell
Publisher : Woodhead Publishing Limited
Genre : Materials science
Total View : 9737 Views
File Size : 47,9 Mb
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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 ...

Uncertainty Quantification in Multiscale Materials Modeling

Uncertainty Quantification in Multiscale Materials Modeling

Author : Yan Wang,David L. McDowell
Publisher : Woodhead Publishing
Genre : Technology & Engineering
Total View : 2887 Views
File Size : 45,6 Mb
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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 ...

Multiscale Modeling and Uncertainty Quantification of Materials and Structures

Multiscale Modeling and Uncertainty Quantification of Materials and Structures

Author : Manolis Papadrakakis,George Stefanou
Publisher : Springer
Genre : Science
Total View : 7219 Views
File Size : 45,8 Mb
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This book contains the proceedings of the IUTAM Symposium on Multiscale Modeling and Uncertainty Quantification of Materials and Structures that was held at Santorini, Greece, September 9 – 11, 2013. It consists of 20 chapters which are divided in five thematic topics: Damage and fracture, homogenization, inverse problems–identification, multiscale stochastic mechanics and stochastic dynamics. ...

Uncertainty Quantification

Uncertainty Quantification

Author : Christian Soize
Publisher : Springer
Genre : Computers
Total View : 469 Views
File Size : 55,5 Mb
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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 ...

Uncertainty Quantification and Management for Multi scale Nuclear Materials Modeling

Uncertainty Quantification and Management for Multi scale Nuclear Materials Modeling

Author : Anonim
Publisher : Unknown
Genre : Uncategorized
Total View : 8011 Views
File Size : 50,7 Mb
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Understanding and improving microstructural mechanical stability in metals and alloys is central to the development of high strength and high ductility materials for cladding and cores structures in advanced fast reactors. Design and enhancement of radiation-induced damage tolerant alloys are facilitated by better understanding the connection of various unit processes ...

Multiscale Methods

Multiscale Methods

Author : Jacob Fish
Publisher : Oxford University Press on Demand
Genre : Mathematics
Total View : 5623 Views
File Size : 50,7 Mb
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Small scale features and processes occurring at nanometer and femtosecond scales have a profound impact on what happens at a larger scale and over an extensive period of time. The primary objective of this volume is to reflect the state-of-the-art in multiscale mathematics, modeling, and simulations and to address the ...