Towards surrogate modeling of material microstructures through the processing variables
type: Item
instance of: scholarly article
title: Towards surrogate modeling of material microstructures through the processing variables
zbMATH Open document ID: 1411.74065
author: Liang Xia
author: Balaji Raghavan
author: Piotr Breitkopf
published in: Applied Mathematics and Computation
publication date: 2019-03-27T00:00:00Z
Mathematics Subject Classification ID: 74S30
Mathematics Subject Classification ID: 74M25
zbMATH DE Number: 7043149
zbMATH Keywords: microstructure parameterization
zbMATH Keywords: processing variables
zbMATH Keywords: model reduction
zbMATH Keywords: data-driven models
zbMATH Keywords: moving least squares
zbMATH Keywords: separation of variables
MaRDI profile type: Publication
full work available at URL: j.amc.2016.08.056
OpenAlex ID: W2526751931
cites work: Periodic three-dimensional mesh generation for particle reinforced composites with application to metal matrix composites
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cites work: Numerical evaluation of effective elastic properties of graphite fiber tow impregnated by polymer matrix
cites work: A reduced multiscale model for nonlinear structural topology optimization
cites work: Topology optimization of multiscale elastoviscoplastic structures
cites work: Modeling diffusion in random heterogeneous media: data-driven models, stochastic collocation and the variational multiscale method
cites work: Turbulence and the dynamics of coherent structures. I. Coherent structures
cites work: Generalizing the finite element method: Diffuse approximation and diffuse elements
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cites work: Hierarchical stochastic metamodels based on moving least squares and polynomial chaos expansion: application to the multiobjective reliability-based optimization of space truss structures
cites work: An Introduction to Moving Least Squares Meshfree Methods
cites work: A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code
DOI: 10.1016/J.AMC.2016.08.056
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description: scientific article; zbMATH DE number 7043149