Recent advances and applications of machine learning in experimental solid mechanics: A review

H Jin, E Zhang, HD Espinosa - Applied …, 2023 - asmedigitalcollection.asme.org
For many decades, experimental solid mechanics has played a crucial role in characterizing
and understanding the mechanical properties of natural and novel artificial materials …

A review of nacre-inspired materials: Chemistry, strengthening-deformation mechanism, synthesis, and applications

D Madhav, B Buffel, P Moldenaers… - Progress in Materials …, 2023 - Elsevier
Biomimetic material development takes inspiration from biological materials and organisms
that possess extraordinary properties or appearance, such as excellent mechanical strength …

Recent advances in the mechanics of 2D materials

G Wang, H Hou, Y Yan, R Jagatramka… - … Journal of Extreme …, 2023 - iopscience.iop.org
The exceptional physical properties and unique layered structure of two-dimensional (2D)
materials have made this class of materials great candidates for applications in electronics …

Interface effects from moisture in nanocomposites of 2D graphene oxide in cellulose nanofiber (CNF) matrix–A molecular dynamics study

H Mianehrow, LA Berglund, J Wohlert - Journal of Materials Chemistry …, 2022 - pubs.rsc.org
Molecular dynamics (MD) simulation is used to study effects from moisture at cellulose
nanofibril (CNF)–graphene oxide (GO) interfaces adhering in the wet state. Two CNF …

Effects of temperature and hard segment content on the interfacial mechanical properties of graphene/thermoplastic polyurethane composites: a molecular dynamics …

Y Wang, G Zou, L Shang - Computational Materials Science, 2022 - Elsevier
The effect of system temperature and hard segment content (HSC) on the interfacial
mechanical behavior of graphene/thermoplastic polyurethane (TPU) nanocomposites is …

Developing a multiscale approach for damage analysis of functionalized-GNP/PET nanocomposite

M Safaei, D Pourbandari, MR Karimi… - Journal of Materials …, 2024 - Springer
In the in situ tensile tests of polymer-GNP nanocomposites, the damage initiation in the
interfacial zone is directly related to the surface adhesion in the interface. Adding functional …

Wear and anticorrosive properties of graphene oxide-cellulose nanofiber composite coatings

S Yu, Y Yang, J Zhu, L Ma, W Jia, Q Zhou… - Materials Chemistry and …, 2023 - Elsevier
Graphene oxide (GO) presents great potential in lubricating and anticorrosive coatings.
However, the durability of GO coatings is seriously limited due to its typical brittleness …

Molecular dynamics simulation of the interfacial shear properties between thermoplastic polyurethane and functionalized graphene sheet

Y Wang, G Zou, J Liu - Polymers, 2022 - mdpi.com
In this study, the effect of the type and content of functional groups on the interfacial shear
properties of a functionalized graphene sheet (FGS)/thermoplastic polyurethane (TPU) …

Coarse-grained potentials of poly (vinyl alcohol)/graphene oxide interfaces

C Zhu, N Wei, J Zhao - Macromolecules, 2022 - ACS Publications
Graphene oxide (GO)-based polymer composites have attracted more and more interest due
to their excellent mechanical and physical properties, in which the dispersion and content of …

Synthesis and investigation of acrylamide and 2-acrylamido-2-methylpropanesulfonic acid copolymer-modified graphene oxide nanomaterials with intensive …

H Jia, H Jia, Q Wang, X Wei, H Yan, Y Wang… - Journal of Molecular …, 2024 - Elsevier
The polymer-modified nanomaterials with spontaneously generated cross-linked network
greatly improve the dispersion viscosity, which is crucial for extending the sweep range and …