Modeling Amorphous Microporous Polymers for CO2 Capture and Separations

G Kupgan, LJ Abbott, KE Hart, CM Colina - Chemical reviews, 2018 - ACS Publications
This review concentrates on the advances of atomistic molecular simulations to design and
evaluate amorphous microporous polymeric materials for CO2 capture and separations. A …

A review of multiscale computational methods in polymeric materials

A Gooneie, S Schuschnigg, C Holzer - Polymers, 2017 - mdpi.com
Polymeric materials display distinguished characteristics which stem from the interplay of
phenomena at various length and time scales. Further development of polymer systems …

Mechanical properties of graphene nanoplatelet/carbon fiber/epoxy hybrid composites: Multiscale modeling and experiments

CM Hadden, DR Klimek-McDonald, EJ Pineda, JA King… - Carbon, 2015 - Elsevier
Because of the relatively high specific mechanical properties of carbon fiber/epoxy
composite materials, they are often used as structural components in aerospace …

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 …

Molecular scale simulations on thermoset polymers: A review

C Li, A Strachan - Journal of polymer science part B: polymer …, 2015 - Wiley Online Library
This article reviews the field of molecular simulations of thermoset polymers. This class of
polymers is of interest in applications ranging from structural components for aerospace to …

Machine learning discovery of high-temperature polymers

L Tao, G Chen, Y Li - Patterns, 2021 - cell.com
To formulate a machine learning (ML) model to establish the polymer's structure-property
correlation for glass transition temperature T g, we collect a diverse set of nearly 13,000 real …

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 …

Accelerated ReaxFF simulations for describing the reactive cross-linking of polymers

A Vashisth, C Ashraf, W Zhang, CE Bakis… - The Journal of …, 2018 - ACS Publications
Various methods have been developed to perform atomistic-scale simulations for the cross-
linking of polymers. Most of these methods involve connecting the reactive sites of the …

Reactive molecular dynamics simulation of epoxy for the full cross-linking process

SU Patil, SP Shah, M Olaya… - ACS Applied Polymer …, 2021 - ACS Publications
Epoxy resins are used extensively in composite materials for a wide range of engineering
applications, including structural components of aircraft and spacecraft. The processing of …

Effect of interphase percolation on mechanical behavior of nanoparticle-reinforced polymer nanocomposite with filler agglomeration: A multiscale approach

H Shin, S Yang, J Choi, S Chang, M Cho - Chemical Physics Letters, 2015 - Elsevier
The degradation mechanism of mechanical properties of a polymer nanocomposite
consisting of agglomerating fillers is elucidated. It is found that overall elastic moduli of …