Molecular Dynamics Simulations of Nanoparticle-Based Rheology
ORAL
Abstract
We perform molecular dynamics simulations of nanoparticles (NPs) in entangled melts of linear polymers and non-concatenated ring polymers to explore NP-based rheology. As in conventional micro-bead rheology, the generalized Stokes-Einstein relation (GSER) is employed to extract an effective stress relaxation function $G_{GSE} \left( t \right)$ from the mean square displacement of NPs. $G_{GSE} \left( t \right)$ for different NP diameters $d$ are compared with the stress relaxation function $G_{GK} \left( t \right)$ obtained from applying the Green-Kubo formula to a pure polymer melt. By comparing $G_{GSE} \left( t \right)$ and $G_{GK} \left( t \right)$, we demonstrate the slip NP-polymer boundary conditions in simulations. For NPs in linear polymers, a plateau in $G_{GSE} \left( t \right)$ emerges as $d$ exceeds the tube diameter $a$ and approaches the entanglement plateau in $G_{GK} \left( t \right)$ with increasing $d$. A complete overlap of $G_{GSE} \left( t \right)$ and $G_{GK} \left( t \right)$ is not observed for the largest $d\approx 3a$, but is anticipated to occur for $d>4a$. The progressive coupling of NPs to the bulk viscoelasticity reflects the intriguing interplay between NPs with $d$ moderately larger than $a$ and the entanglement network. For NPs in ring polymers, as $d$ increases towards the spanning size $R$ of ring polymers, $G_{GSE} \left( t \right)$ approaches $G_{GK} \left( t \right)$ that exhibits no entanglement plateau. The $d$-dependence of the local viscoelasticity probed by NPs indicates the coupling between NPs and the relaxation of ring polymers at larger length and time scales with increasing $d$. Finally, $G_{GSE} \left( t \right)$ and $G_{GK} \left( t \right)$ are anticipated to overlap for $d>3R$, corresponding to the coupling of NPs to the bulk viscoelasticity.
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Authors
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Ting Ge
University of North Carolina
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Gary S. Grest
Sandia National Laboratories, Sandia National Labs
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Michael Rubinstein
University of North Carolina, University of North Carolina at Chapel Hill