The utilization of surrogate models to approximate complex systems has recently gained
increased popularity. Because of their capability to deal with black-box problems and lower …

Digital image and volume correlation (DIC and DVC) are increasingly being used to
measure the deformation and damage behaviour of composite materials. The …

The increasing use of fibre reinforced polymer composite materials in a wide range of
applications increases the use of similar and dissimilar joints. Traditional joining methods …

The application of white box models in digital twins is often hindered by missing knowledge,
uncertain information and computational difficulties. Our aim was to overview the difficulties …

A bottom-up multi-scale modeling approach is used to develop an Integrated Computational
Materials Engineering (ICME) framework for carbon fiber reinforced polymer (CFRP) …

Fibre reinforced polymer (FRP) composites have been increasingly applied in engineering
structures especially for achieving high demands on structural performance, but they are …

Uncertainties widely existing in composite structures make the reliability and sensitivity
analysis highly necessary. In this work, the approach based on adaptive Kriging is …

This paper proposes a dual experimental/computational data-driven analysis framework for
apparent strength estimation of composite structures consisting of randomly arranged …

The thermo-mechanical performance of carbon fiber reinforced polymers (CFRPs) is
affected by temperature changes due to the dissimilar nature of the constituents and …

Currently, several intrusive stochastic finite element methods (SFEMs) such as perturbation
method and spectral SFEM are widely applied for stochastic response analysis of …