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 : /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 10 March 2020 and published by Woodhead Publishing with total page 604 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. 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 : 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 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 ...

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 : Read online SIAM Journal on Scientific Computing written by , published by which was released on 2009. Download full SIAM Journal on Scientific Computing Books now! Available in PDF, ePub and Kindle....

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 ...

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 ...

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 ...

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 ...

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:...

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 : 008102942X
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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. ...

International Assessment of Research and Development in Simulation based Engineering and Science

International Assessment of Research and Development in Simulation based Engineering and Science
  • Author : Sharon C. Glotzer,National Science Foundation (U.S.)
  • Publisher : World Scientific
  • Release Date : 2011
  • Total pages : 312
  • ISBN : 008102942X
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Summary : Simulation-Based Engineering and Science (SBE&S) cuts across disciplines, showing tremendous promise in areas from storm prediction and climate modeling to understanding the brain and the behavior of numerous other complex systems. In this groundbreaking volume, nine distinguished leaders assess the latest research trends, as a result of 52 site visits ...

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 : 008102942X
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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 ...

Computational and Experimental Simulations in Engineering

Computational and Experimental Simulations in Engineering
  • Author : Hiroshi Okada,Satya N. Atluri
  • Publisher : Springer Nature
  • Release Date : 2019-11-16
  • Total pages : 1342
  • ISBN : 008102942X
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Summary : This book gathers the latest advances, innovations, and applications in the field of computational engineering, as presented by leading international researchers and engineers at the 24th International Conference on Computational & Experimental Engineering and Sciences (ICCES), held in Tokyo, Japan on March 25-28, 2019. ICCES covers all aspects of applied sciences and ...

Computational Methods in Applied Sciences

Computational Methods in Applied Sciences
  • Author : Agnieszka Szczotok,Aneta G?dek-Moszczak,Jacek Pietraszek,Norbert Radek,Renata Dwornicka
  • Publisher : Trans Tech Publications Ltd
  • Release Date : 2015-01-12
  • Total pages : 136
  • ISBN : 008102942X
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Summary : Collection of selected, peer reviewed papers from the International Conference on Computational Methods in Applied Sciences (CMAS 2014), December 17-18, 2014, Kraków, Poland. The 18 papers are grouped as follows: I. Computational Science as a Key Element of Engineering Progress; II. Computational Methods and its Application; III. Applied Mechanics and Terotechnology; IV. ...