The demand for increasing the strength of the structural element without an increase in the
size of the elements leads to the introduction of reinforcements. Employing carbon …

Computer simulations are an important implementation to experimental methods working on
polymer nanocomposites (PNCs), which have advanced properties because of their unique …

The excellent physical, mechanical, thermal and electrical properties of carbon nanotubes
(CNTs) make them the promising reinforcements for polymer materials. The resulting …

This paper is devoted to the development and construction of a practical Machine Learning
(ML)-based model for the prediction of tensile strength of polymer carbon nanotube (CNTs) …

Carbon-fiber reinforced composites are ideal light-weighting candidates to replace
traditional engineering materials. The mechanical performance of these composites results …

In this paper, a data-driven multiscale finite-element method (data-driven FE2) is proposed
using a deep neural network (DNN) and proper orthogonal decomposition (POD) to …

The out-plane thermal conductivity of hexagonal boron nitride nanosheet (hBNNS)/epoxy
resin (EP) composites in the perpendicular to the lamellar layers direction as well as the …

The inherent thermal transport properties of epoxy resin are vital factors to be studied in
applications. In the present work, we constructed the amorphous crosslinking structure, the …

Similarity in the mechanical properties of a matrix and an inclusion is key to designing tough
nanocomposites. Matching the matrix and inclusions with similar mechanical strengths …

The purpose of this study is to investigate-at nanoscale-cis-Polyisoprene (cis-PI), the main
component of natural rubber. This system is vulcanized by adding elemental sulfur to cis-PI …