A comparative review of multiscale models for effective properties of nano-and micro-composites

A Elmasry, W Azoti, SA El-Safty, A Elmarakbi - Progress in Materials …, 2023 - Elsevier
Modelling and simulation techniques are now considered an essential practice for the
materials industry. In order to gain insight into factors that can affect the final properties of a …

[HTML][HTML] Static and dynamic mechanical properties of hybrid polymer composites: a comprehensive review of experimental, micromechanical and simulation …

R Nanoth, K Jayanarayanan, PS Kumar… - Composites Part A …, 2023 - Elsevier
Over the last decade various investigations have been carried out on experimental and
numerical approaches to predict the influence of dual nanofillers (DNFs) and multiscale …

Molecular dynamics modeling of epoxy resins using the reactive interface force field

GM Odegard, SU Patil, PP Deshpande… - …, 2021 - ACS Publications
Predictive computational modeling of polymer materials is necessary for the efficient design
of composite materials and the corresponding processing methods. Molecular dynamics …

A machine learning framework for predicting the shear strength of carbon nanotube-polymer interfaces based on molecular dynamics simulation data

A Rahman, P Deshpande, MS Radue… - … Science and Technology, 2021 - Elsevier
Modern aerospace applications require lightweight materials with exceptionally high
strength and stiffness. Carbon nanotube (CNT)-reinforced composites have great potential …

High-temperature dielectric paper with high thermal conductivity and mechanical strength by engineering the aramid nanofibers and boron nitride nanotubes

L Zhao, C Wei, Z Li, W Wei, L Jia, X Huang, W Ning… - Materials & Design, 2021 - Elsevier
Aramid paper is ubiquitous in advanced electronics and high-voltage equipment by virtue of
their outstanding dielectric properties, mechanical reliability, and thermal stability. However …

Enhancing the mechanical performance of fiber‐reinforced polymer composites using carbon nanotubes as an effective nano‐phase reinforcement

Z Wu, Y Zhao, K Yang, J Guan, S Wang… - Advanced materials …, 2023 - Wiley Online Library
Carbon nanotubes (CNTs) are an economical and multi‐functional nanofiller that can further
elevate the versatile performance of fiber‐reinforced polymer (FRP). The past two decades …

Prediction of tensile strength of polymer carbon nanotube composites using practical machine learning method

TT Le - Journal of Composite Materials, 2021 - journals.sagepub.com
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) …

Spatiotemporally controlled photoresponsive hydrogels: design and predictive modeling from processing through application

H Zhu, H Yang, Y Ma, TJ Lu, F Xu… - Advanced Functional …, 2020 - Wiley Online Library
Photoresponsive hydrogels (PRHs) are soft materials whose mechanical and chemical
properties can be tuned spatially and temporally with relative ease. Both photo …

[HTML][HTML] Superior mechanical enhancement of epoxy composites reinforced by polyimide nanofibers via a vacuum-assisted hot-pressing

Y Chen, L Sui, H Fang, C Ding, Z Li, S Jiang… - Composites Science and …, 2019 - Elsevier
High performance epoxy composites are highly required in many applications. In this work,
polyimide electrospun nanofibers (PIENFs) with excellent thermal and mechanical …

Development of Kovacs model for electrical conductivity of carbon nanofiber–polymer systems

SK Arjmandi, J Khademzadeh Yeganeh, Y Zare… - Scientific Reports, 2023 - nature.com
This study develops a model for electrical conductivity of polymer carbon nanofiber (CNF)
nanocomposites (PCNFs), which includes two steps. In the first step, Kovacs model is …