A review of predictive nonlinear theories for multiscale modeling of heterogeneous materials

K Matouš, MGD Geers, VG Kouznetsova… - Journal of Computational …, 2017 - Elsevier
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 …

Strain gradient plasticity

NA Fleck, JW Hutchinson - Advances in applied mechanics, 1997 - Elsevier
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 …

Smart constitutive laws: Inelastic homogenization through machine learning

HJ Logarzo, G Capuano, JJ Rimoli - Computer methods in applied …, 2021 - Elsevier
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 …

Perspective: Machine learning in experimental solid mechanics

NR Brodnik, C Muir, N Tulshibagwale, J Rossin… - Journal of the …, 2023 - Elsevier
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 …

A numerical method for computing the overall response of nonlinear composites with complex microstructure

H Moulinec, P Suquet - Computer methods in applied mechanics and …, 1998 - Elsevier
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 …

Effective properties of composite materials with periodic microstructure: a computational approach

JC Michel, H Moulinec, P Suquet - Computer methods in applied …, 1999 - Elsevier
This study reviews several problems which are specific of composites with periodic
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

S Saeb, P Steinmann, A Javili - Applied …, 2016 - asmedigitalcollection.asme.org
The objective of this contribution is to present a unifying review on strain-driven
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 …

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 …

Nonlinear composites

PP Castaneda, P Suquet - Advances in applied mechanics, 1997 - Elsevier
Publisher Summary This chapter elaborates some closely related methods developed to
estimate the effective behavior of nonlinear composites with random microstructures. The …