This paper aims to propose a novel data-driven multiscale finite element method (data-
driven FE 2) for composite materials and structures. The correlated scales in the classical FE …

In this paper, we propose a multiscale data-driven framework for Fiber Reinforced Polymer
(FRP) composites. At the mesoscopic scale, the 3D stress–strain material database is …

Use of composite structures is exponentially growing in different fields due to their higher
strength-to-weight ratio. This application trend requires that accurate theoretical …

Corrugated core sandwich structures are fabricated with carbon fiber reinforced polymer
(CFRP) face sheets and aluminum alloy cores. This lightweight design concept enables …

Composite plates are widely used in many engineering fields such as aerospace and
automotive. An accurate and efficient multiscale modeling and simulation strategy is of …

This paper aims to propose a data-driven computing algorithm integrated with model
reduction technique to conduct instability analysis of thin composite structures. The data …

The global buckling and wrinkling behavior of sandwich plates with anisotropic facesheets is
investigated by means of a linearized stability analysis. High-order plate models are …

In this work, a layerwise beam model based on Carrera's Unified Formulation (CUF) is
developed to solve the geometrically nonlinear problem of sandwich beams with a special …

The aim of this work is to propose a new approach, named Structural-Genome-Driven (SGD)
computing, for composite structures, where the structural-genome database is collected …

The design of light aircraft sandwich structures is driven by a local buckling phenomenon
named “wrinkling” which can be the primary cause of failure of such structures. Structural …