Uncertainty Quantification in Multiscale Materials Modeling

Written By Yan Wang
Uncertainty Quantification in Multiscale Materials Modeling
  • Publsiher : Woodhead Publishing
  • Release : 10 March 2020
  • ISBN : 008102942X
  • Pages : 604 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Uncertainty Quantification in Multiscale Materials Modeling written by Yan Wang which was release on 10 March 2020, this book published by Woodhead Publishing. Available in PDF, EPUB and Kindle Format. 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

Uncertainty Quantification in Multiscale Materials Modeling

Uncertainty Quantification in Multiscale Materials Modeling
  • Author : Yan Wang,David L. McDowell
  • Publisher : Woodhead Publishing
  • Release Date : 2020-03-10
  • Total pages : 604
  • ISBN : 008102942X
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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 ...

Stochastic Uncertainty Quantification for Multiscale Modeling of Polymeric Nanocomposites

Stochastic Uncertainty Quantification for Multiscale Modeling of Polymeric Nanocomposites
  • Author : Nam Vu-Bac
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 212
  • ISBN : 008102942X
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Summary : Download or read online Stochastic Uncertainty Quantification for Multiscale Modeling of Polymeric Nanocomposites written by Nam Vu-Bac, published by which was released on 2015. Get Stochastic Uncertainty Quantification for Multiscale Modeling of Polymeric Nanocomposites Books now! Available in PDF, ePub and Kindle....

SIAM Journal on Scientific Computing

SIAM Journal on Scientific Computing
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2009
  • Total pages : 212
  • ISBN : 008102942X
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Summary : Download or read online SIAM Journal on Scientific Computing written by , published by which was released on 2009. Get SIAM Journal on Scientific Computing Books now! Available in PDF, ePub and Kindle....

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
  • Release Date : 2014-07-02
  • Total pages : 306
  • ISBN : 008102942X
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Summary : 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. ...

Multiscale Materials Modeling for Nanomechanics

Multiscale Materials Modeling for Nanomechanics
  • Author : Christopher R. Weinberger,Garritt J. Tucker
  • Publisher : Springer
  • Release Date : 2016-08-30
  • Total pages : 547
  • ISBN : 008102942X
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Summary : This book presents a unique combination of chapters that together provide a practical introduction to multiscale modeling applied to nanoscale materials mechanics. The goal of this book is to present a balanced treatment of both the theory of the methodology, as well as some practical aspects of conducting the simulations ...

Multiscale Modeling of Heterogeneous Structures

Multiscale Modeling of Heterogeneous Structures
  • Author : Jurica Sorić,Peter Wriggers,Olivier Allix
  • Publisher : Springer
  • Release Date : 2017-11-30
  • Total pages : 381
  • ISBN : 008102942X
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Summary : This book provides an overview of multiscale approaches and homogenization procedures as well as damage evaluation and crack initiation, and addresses recent advances in the analysis and discretization of heterogeneous materials. It also highlights the state of the art in this research area with respect to different computational methods, software ...

Model Validation and Uncertainty Quantification Volume 3

Model Validation and Uncertainty Quantification  Volume 3
  • Author : H. Sezer Atamturktur,Babak Moaveni,Costas Papadimitriou,Tyler Schoenherr
  • Publisher : Springer Science & Business Media
  • Release Date : 2014-04-11
  • Total pages : 427
  • ISBN : 008102942X
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Summary : This third volume of eight from the IMAC - XXXII Conference, brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Linear Systems Substructure Modelling Adaptive Structures Experimental Techniques Analytical ...

Uncertainty Quantification

Uncertainty Quantification
  • Author : Christian Soize
  • Publisher : Springer
  • Release Date : 2017-04-24
  • Total pages : 329
  • ISBN : 008102942X
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Summary : 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 ...

Multiscale Methods

Multiscale Methods
  • Author : Jacob Fish
  • Publisher : Oxford University Press on Demand
  • Release Date : 2010
  • Total pages : 598
  • ISBN : 008102942X
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Summary : 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 ...

Structural Health Monitoring 2013 A Roadmap to Intelligent Structures

Structural Health Monitoring 2013  A Roadmap to Intelligent Structures
  • Author : Fu-Kuo Chang
  • Publisher : DEStech Publications, Inc
  • Release Date : 2013-09-26
  • Total pages : 2810
  • ISBN : 008102942X
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Summary : Original research on SHM sensors, quantification strategies, system integration and control for a wide range of engineered materials New applications in robotics, machinery, as well as military aircraft, railroads, highways, bridges, pipelines, stadiums, tunnels, space exploration and energy production Continuing a critical book series on structural health monitoring (SHM), this ...

Proceedings of the 4th World Congress on Integrated Computational Materials Engineering ICME 2017

Proceedings of the 4th World Congress on Integrated Computational Materials Engineering  ICME 2017
  • Author : Paul Mason,Charles R. Fisher,Ryan Glamm,Michele V. Manuel,Georg J. Schmitz,Amarendra K. Singh,Alejandro Strachan
  • Publisher : Springer
  • Release Date : 2017-04-27
  • Total pages : 381
  • ISBN : 008102942X
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Summary : This book represents a collection of papers presented at the 4th World Congress on Integrated Computational Materials Engineering (ICME 2017), a specialty conference organized by The Minerals, Metals & Materials Society (TMS). The contributions offer topics relevant to the global advancement of ICME as an engineering discipline. Topics covered include the following:...

Numerical Stochastic Homogenization Method and Multiscale Stochastic Finite Element Method A Paradigm for Multiscale Computation of Stochastic PDEs

Numerical Stochastic Homogenization Method and Multiscale Stochastic Finite Element Method   A Paradigm for Multiscale Computation of Stochastic PDEs
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 17
  • ISBN : 008102942X
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Summary : Multiscale modeling of stochastic systems, or uncertainty quantization of multiscale modeling is becoming an emerging research frontier, with rapidly growing engineering applications in nanotechnology, biotechnology, advanced materials, and geo-systems, etc. While tremendous efforts have been devoted to either stochastic methods or multiscale methods, little combined work had been done on ...

Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 008102942X
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Summary : Download or read online Dissertation Abstracts International written by , published by which was released on 2008. Get Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....

Nuclear News

Nuclear News
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 212
  • ISBN : 008102942X
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Summary : Download or read online Nuclear News written by , published by which was released on 2006. Get Nuclear News Books now! Available in PDF, ePub and Kindle....

Proceedings of the ASME Applied Mechanics Division

Proceedings of the ASME Applied Mechanics Division
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 008102942X
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Summary : Download or read online Proceedings of the ASME Applied Mechanics Division written by , published by which was released on 2003. Get Proceedings of the ASME Applied Mechanics Division Books now! Available in PDF, ePub and Kindle....