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A review of predictive nonlinear theories for multiscale modeling of heterogeneous materials
Since the beginning of the industrial age, material performance and design have been in the
midst of innovation of many disruptive technologies. Today's electronics, space, medical …
midst of innovation of many disruptive technologies. Today's electronics, space, medical …
Strain gradient plasticity
Dislocation theory suggests that the plastic flow strength of a solid depends on strain
gradients in addition to strains. Hardening is due to the combined presence of geometrically …
gradients in addition to strains. Hardening is due to the combined presence of geometrically …
Smart constitutive laws: Inelastic homogenization through machine learning
Homogenizing the constitutive response of materials with nonlinear and history-dependent
behavior at the microscale is particularly challenging. In this case, the only option is …
behavior at the microscale is particularly challenging. In this case, the only option is …
Perspective: Machine learning in experimental solid mechanics
Experimental solid mechanics is at a pivotal point where machine learning (ML) approaches
are rapidly proliferating into the discovery process due to significant advances in data …
are rapidly proliferating into the discovery process due to significant advances in data …
A numerical method for computing the overall response of nonlinear composites with complex microstructure
The local and overall responses of nonlinear composites are classically investigated by the
Finite Element Method. We propose an alternate method based on Fourier series which …
Finite Element Method. We propose an alternate method based on Fourier series which …
Effective properties of composite materials with periodic microstructure: a computational approach
This study reviews several problems which are specific of composites with periodic
microstructure composed of linear or nonlinear constituents. The theoretical background of …
microstructure composed of linear or nonlinear constituents. The theoretical background of …
Aspects of computational homogenization at finite deformations: a unifying review from Reuss' to Voigt's bound
The objective of this contribution is to present a unifying review on strain-driven
computational homogenization at finite strains, thereby elaborating on computational …
computational homogenization at finite strains, thereby elaborating on computational …
Homogenization methods and multiscale modeling: nonlinear problems
MGD Geers, VG Kouznetsova… - Encyclopedia of …, 2017 - Wiley Online Library
This article focuses on computational multiscale methods for the mechanical response of
nonlinear heterogeneous materials. After a short historical note, a brief overview is given of …
nonlinear heterogeneous materials. After a short historical note, a brief overview is given of …
Multiscale methods for composites: a review
P Kanouté, DP Boso, JL Chaboche… - Archives of Computational …, 2009 - Springer
Various multiscale methods are reviewed in the context of modelling mechanical and
thermomechanical responses of composites. They are developed both at the material level …
thermomechanical responses of composites. They are developed both at the material level …
Nonlinear composites
Publisher Summary This chapter elaborates some closely related methods developed to
estimate the effective behavior of nonlinear composites with random microstructures. The …
estimate the effective behavior of nonlinear composites with random microstructures. The …