Machine learning force fields

OT Unke, S Chmiela, HE Sauceda… - Chemical …, 2021 - ACS Publications
In recent years, the use of machine learning (ML) in computational chemistry has enabled
numerous advances previously out of reach due to the computational complexity of …

A review on the mechanics of nanostructures

A Farajpour, MH Ghayesh, H Farokhi - International Journal of Engineering …, 2018 - Elsevier
Understanding the mechanical behaviour of nanostructures is of great importance due to
their applications in nanodevices such as in nanomechanical resonators, nanoscale mass …

Shape memory mechanical metamaterials

H Yang, N D'Ambrosio, P Liu, D Pasini, L Ma - Materials Today, 2023 - Elsevier
Shape memory materials can maintain temporary shapes without external constraints and
revert to their permanent shape upon exposure to an external stimulus, such as heat, light …

Effectively enhanced load transfer by interfacial reactions in multi-walled carbon nanotube reinforced Al matrix composites

W Zhou, T Yamaguchi, K Kikuchi, N Nomura… - Acta Materialia, 2017 - Elsevier
The thermal expansion response of multi-walled carbon nanotube (MWCNT) reinforced Al
matrix composites was employed to discuss the improvement of the load transfer at the …

Tensile properties of carbon nanotubes reinforced aluminum matrix composites: A review

M Jagannatham, P Chandran, S Sankaran, P Haridoss… - Carbon, 2020 - Elsevier
Carbon nanotubes (CNT) have received huge attention from the scientific community in the
last two decades due to their unique structure and properties. They have been considered …

Wettability and surface free energy of graphene films

S Wang, Y Zhang, N Abidi, L Cabrales - Langmuir, 2009 - ACS Publications
Graphene sheets were produced through chemical exfoliation of natural graphite flake and
hydrazine conversion. Subsequently, graphene sheets were assembled into a thin film, and …

Designing mechanical metamaterials with kirigami‐inspired, hierarchical constructions for giant positive and negative thermal expansion

X Guo, X Ni, J Li, H Zhang, F Zhang, H Yu… - Advanced …, 2021 - Wiley Online Library
Advanced mechanical metamaterials with unusual thermal expansion properties represent
an area of growing interest, due to their promising potential for use in a broad range of …

Photoactuators and motors based on carbon nanotubes with selective chirality distributions

X Zhang, Z Yu, C Wang, D Zarrouk, JWT Seo… - Nature …, 2014 - nature.com
Direct conversion of light into mechanical work, known as the photomechanical effect, is an
emerging field of research, largely driven by the development of novel molecular and …

Exploring the size effects of Al4C3 on the mechanical properties and thermal behaviors of Al-based composites reinforced by SiC and carbon nanotubes

B Guo, B Chen, X Zhang, X Cen, X Wang, M Song, S Ni… - Carbon, 2018 - Elsevier
In this work, the effects of aluminum carbide (Al 4 C 3) on the mechanical properties and
thermal behaviors of Al based composites reinforced by SiC and carbon nanotubes (CNTs) …

Dissipation in nanoelectromechanical systems

M Imboden, P Mohanty - Physics Reports, 2014 - Elsevier
This article is a review of the dissipation processes in nanoelectromechanical systems
(NEMS). As NEMS technology becomes more and more prevalent in research and …