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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. - Synthesizes available UQ methods for materials modeling - Provides practical tools and examples for problem solving in modeling material behavior across various length scales - Demonstrates UQ in density functional theory, molecular dynamics, kinetic Monte Carlo, phase field, finite element method, multiscale modeling, and to support decision making in materials design - Covers quantum, atomistic, mesoscale, and engineering structure-level modeling and simulation
Product Details :
Genre |
: Technology & Engineering |
Author |
: Yan Wang |
Publisher |
: Woodhead Publishing |
Release |
: 2020-03-10 |
File |
: 606 Pages |
ISBN-13 |
: 9780081029428 |
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Product Details :
Genre |
: |
Author |
: |
Publisher |
: |
Release |
: 2011 |
File |
: Pages |
ISBN-13 |
: OCLC:1065650874 |
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Product Details :
Genre |
: Mathematical statistics |
Author |
: |
Publisher |
: |
Release |
: 2009 |
File |
: 1132 Pages |
ISBN-13 |
: UCSD:31822036936359 |
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Product Details :
Genre |
: Science |
Author |
: John Michels (Journalist) |
Publisher |
: |
Release |
: 2009 |
File |
: 786 Pages |
ISBN-13 |
: UCD:31175032906821 |
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BOOK EXCERPT:
Selected, peer reviewed papers from the International Conference on Computational Methods in Applied Sciences (CMAS 2014), December 17-18, 2014, Kraków, Poland
Product Details :
Genre |
: Technology & Engineering |
Author |
: Agnieszka Szczotok |
Publisher |
: Trans Tech Publications Ltd |
Release |
: 2015-01-12 |
File |
: 122 Pages |
ISBN-13 |
: 9783038267638 |
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BOOK EXCERPT:
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. Over the last few years, the intense research activity at micro scale and nano scale reflected the need to account for disparate levels of uncertainty from various sources and across scales. As even over-refined deterministic approaches are not able to account for this issue, an efficient blending of stochastic and multiscale methodologies is required to provide a rational framework for the analysis and design of materials and structures. The purpose of this IUTAM Symposium was to promote achievements in uncertainty quantification combined with multiscale modeling and to encourage research and development in this growing field with the aim of improving the safety and reliability of engineered materials and structures. Special emphasis was placed on multiscale material modeling and simulation as well as on the multiscale analysis and uncertainty quantification of fracture mechanics of heterogeneous media. The homogenization of two-phase random media was also thoroughly examined in several presentations. Various topics of multiscale stochastic mechanics, such as identification of material models, scale coupling, modeling of random microstructures, analysis of CNT-reinforced composites and stochastic finite elements, have been analyzed and discussed. A large number of papers were finally devoted to innovative methods in stochastic dynamics.
Product Details :
Genre |
: Science |
Author |
: Manolis Papadrakakis |
Publisher |
: Springer |
Release |
: 2014-07-02 |
File |
: 303 Pages |
ISBN-13 |
: 9783319063317 |
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Product Details :
Genre |
: Energy development |
Author |
: |
Publisher |
: |
Release |
: 2006 |
File |
: 442 Pages |
ISBN-13 |
: CORNELL:31924107989323 |
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Product Details :
Genre |
: Military research |
Author |
: |
Publisher |
: |
Release |
: 2015 |
File |
: 282 Pages |
ISBN-13 |
: UCBK:C110674622 |
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Product Details :
Genre |
: Nuclear energy |
Author |
: |
Publisher |
: |
Release |
: 2006 |
File |
: 650 Pages |
ISBN-13 |
: UCSD:31822032919656 |
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Product Details :
Genre |
: Dissertations, Academic |
Author |
: |
Publisher |
: |
Release |
: 2008 |
File |
: 1006 Pages |
ISBN-13 |
: STANFORD:36105133522040 |