Challenges in multiscale modeling of polymer dynamics

Y Li, BC Abberton, M Kröger, WK Liu - Polymers, 2013 - mdpi.com
The mechanical and physical properties of polymeric materials originate from the interplay of
phenomena at different spatial and temporal scales. As such, it is necessary to adopt …

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 …

Understanding and modeling polymers: The challenge of multiple scales

F Schmid - ACS Polymers Au, 2022 - ACS Publications
Polymer materials are multiscale systems by definition. Already the description of a single
macromolecule involves a multitude of scales, and cooperative processes in polymer …

Molecular and mesoscale simulation methods for polymer materials

SC Glotzer, W Paul - Annual Review of materials research, 2002 - annualreviews.org
▪ Abstract Polymers offer a wide spectrum of possibilities for materials applications, in part
because of the chemical complexity and variability of the constituent molecules, and in part …

Multiscale modeling in advanced materials research: challenges, novel methods, and emerging applications

JJ de Pablo, WA Curtin - Mrs Bulletin, 2007 - cambridge.org
The concept of multiscale modeling embodies the idea that a comprehensive description of
a material will require an understanding over multiple time and length scales. A multiscale …

Multiscale molecular simulations of polymer-matrix nanocomposites: or what molecular simulations have taught us about the fascinating nanoworld

GG Vogiatzis, DN Theodorou - Archives of Computational Methods in …, 2018 - Springer
Following the substantial progress in molecular simulations of polymer-matrix
nanocomposites, now is the time to reconsider this topic from a critical point of view. A …

Integrating machine learning in the coarse-grained molecular simulation of polymers

E Ricci, N Vergadou - The Journal of Physical Chemistry B, 2023 - ACS Publications
Machine learning (ML) is having an increasing impact on the physical sciences,
engineering, and technology and its integration into molecular simulation frameworks holds …

Scale-hopping in computer simulations of polymers

F Müller-Plathe - Soft materials, 2002 - Taylor & Francis
Polymer simulations can be performed at many different length scales by using techniques
ranging from quantum chemistry to finite element via a hierarchy of coarser and coarser …

A predictive multiscale computational framework for viscoelastic properties of linear polymers

Y Li, S Tang, BC Abberton, M Kröger, C Burkhart… - Polymer, 2012 - Elsevier
A predictive multiscale computational framework has been proposed to study the
viscoelastic properties of polymeric materials. Using the Inverse Boltzmann Method, both the …

Multiscale problems in polymer science: simulation approaches

K Kremer, F Müller-Plathe - MRS bulletin, 2001 - cambridge.org
Polymer materials range from industrial commodities, such as plastic bags, to high-tech
polymers used for optical applications, and all the way to biological systems, where the most …