Uncertainty Quantification in Multiscale Materials Modeling

Written By Yan Wang
Uncertainty Quantification in Multiscale Materials Modeling
  • Publsiher : Woodhead Publishing Limited
  • Release : 12 March 2020
  • ISBN : 0081029411
  • Pages : 900 pages
  • Rating : /5 from reviews
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Download or read book entitled Uncertainty Quantification in Multiscale Materials Modeling by author: Yan Wang which was release on 12 March 2020 and published by Woodhead Publishing Limited with total page 900 pages . This book available in PDF, EPUB and Kindle Format. 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
  • Release Date : 2020-03-12
  • Total pages : 900
  • ISBN : 0081029411
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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 ...

Workshop on Uncertainty Quantification and Multiscale Materials Modeling

Workshop on Uncertainty Quantification and Multiscale Materials Modeling
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2011
  • Total pages : 212
  • ISBN : 0081029411
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Summary : Read online Workshop on Uncertainty Quantification and Multiscale Materials Modeling written by , published by which was released on 2011. Download full Workshop on Uncertainty Quantification and Multiscale Materials Modeling 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 : 0081029411
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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. ...

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 : 0081029411
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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 ...

Uncertainty Quantification and Management for Multi scale Nuclear Materials Modeling

Uncertainty Quantification and Management for Multi scale Nuclear Materials Modeling
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 52
  • ISBN : 0081029411
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Summary : 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 ...

Stochastic Multiscale Modeling of Polycrystalline Materials

Stochastic Multiscale Modeling of Polycrystalline Materials
  • Author : Bin Wen
  • Publisher : Unknown
  • Release Date : 2013
  • Total pages : 225
  • ISBN : 0081029411
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Summary : Mechanical properties of engineering materials are sensitive to the underlying random microstructure. Quantification of mechanical property variability induced by microstructure variation is essential for the prediction of extreme properties and microstructure-sensitive design of materials. Recent advances in high throughput characterization of polycrystalline microstructures have resulted in huge data sets of ...

Uncertainty Quantification

Uncertainty Quantification
  • Author : Christian Soize
  • Publisher : Springer
  • Release Date : 2017-04-24
  • Total pages : 329
  • ISBN : 0081029411
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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 ...

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 : 0081029411
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Summary : Read online Stochastic Uncertainty Quantification for Multiscale Modeling of Polymeric Nanocomposites written by Nam Vu-Bac, published by which was released on 2015. Download full Stochastic Uncertainty Quantification for Multiscale Modeling of Polymeric Nanocomposites Books now! Available in PDF, ePub and Kindle....

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 : 0081029411
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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 ...

Uncertainty Quantification and Model Calibration

Uncertainty Quantification and Model Calibration
  • Author : Jan Peter Hessling
  • Publisher : BoD – Books on Demand
  • Release Date : 2017-07-05
  • Total pages : 226
  • ISBN : 0081029411
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Summary : Uncertainty quantification may appear daunting for practitioners due to its inherent complexity but can be intriguing and rewarding for anyone with mathematical ambitions and genuine concern for modeling quality. Uncertainty quantification is what remains to be done when too much credibility has been invested in deterministic analyses and unwarranted assumptions. ...

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 : 0081029411
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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 ...

Integrated Design of Multiscale Multifunctional Materials and Products

Integrated Design of Multiscale  Multifunctional Materials and Products
  • Author : Jitesh Panchal,Hae-Jin Choi
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 370
  • ISBN : 0081029411
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Summary : Integrated Design of Multiscale, Multifunctional Materials and Products is the first of its type to consider not only design of materials, but concurrent design of materials and products. In other words, materials are not just selected on the basis of properties, but the composition and/or microstructure iw designed to ...

Integrated Design of Multiscale Multifunctional Materials and Products

Integrated Design of Multiscale  Multifunctional Materials and Products
  • Author : David L. McDowell,Jitesh Panchal,Hae-Jin Choi,Carolyn Seepersad,Janet Allen,Farrokh Mistree
  • Publisher : Butterworth-Heinemann
  • Release Date : 2009-09-30
  • Total pages : 392
  • ISBN : 0081029411
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Summary : Integrated Design of Multiscale, Multifunctional Materials and Products is the first of its type to consider not only design of materials, but concurrent design of materials and products. In other words, materials are not just selected on the basis of properties, but the composition and/or microstructure iw designed to ...

Multiscale Methods

Multiscale Methods
  • Author : Jacob Fish
  • Publisher : Oxford University Press on Demand
  • Release Date : 2010
  • Total pages : 598
  • ISBN : 0081029411
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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 ...

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 : 0081029411
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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 ...