TY - JOUR
T1 - Influence of Polymer Bidispersity on the Effective Particle-Particle Interactions in Polymer Nanocomposites
AU - Munaò, Gianmarco
AU - De Nicola, Antonio
AU - Müller-Plathe, Florian
AU - Kawakatsu, Toshihiro
AU - Kalogirou, Andreas
AU - Milano, Giuseppe
N1 - Funding Information:
The computing resources and the related technical support used for this work have been provided by CRESCO/ENEAGRID High Performance Computing infrastructure and its staff. (66) CRESCO/ENEAGRID High Performance Computing infrastructure is funded by ENEA, the Italian National Agency for New Technologies, Energy and Sustainable Economic Development and by Italian and European research programs, see http://www.cresco.enea.it/english for information. Gianmarco Munaò and Giuseppe Milano acknowledge financial support from the European Union Horizon 2020 Programme, under Grant Agreement No. 760940. Andreas Kalogirou and Florian Müller-Plathe acknowledge support by the Deutsche Forschungsgemeinschaft through the Collaborative Research Centre Transregio 146 “Multiscale Simulation Methods for Soft-Matter Systems”.
Publisher Copyright:
Copyright © 2019 American Chemical Society.
PY - 2019/11/26
Y1 - 2019/11/26
N2 - We investigate the role played by the bidispersity of polymer chains on the local structure and the potential of mean force (PMF) between silica nanoparticles (NPs) in a polystyrene melt. We use the hybrid particle-field molecular dynamics technique which allows us to efficiently relax polymer nanocomposites even with high molecular weights. The NPs we investigate are either bare or grafted with polystyrene chains immersed in a melt of free polystyrene chains, whereas the grafted and the free polystyrene chains are either monodisperse or bidisperse. The two-body PMF shows that a bidisperse distribution of free polymer chains increases the strength of attraction between a pair of ungrafted NPs. If the NPs are grafted by polymer chains, the effective interaction crucially depends on the bidispersity and grafting density of the polymer chains: for low grafting densities, the bidispersity of both free and grafted chains increases the repulsion between the NPs, whereas for high grafting densities we observe two different effects. An increase of bidispersity in free chains causes the rise of the repulsion between the NPs, while an increase of bidispersity in grafted chains promotes the rise of attraction. Additionally, a proper treatment of multibody interactions improves the simpler two-body PMF calculations, in both unimodal and bimodal cases. We found that, by properly tuning the bidispersity of both free and grafted chains, we can control the structure of the composite materials, which can be confirmed by experimental observations. As a result, the hybrid particle-field approach is confirmed to be a valid tool for reproducing and predicting microscopic interactions, which determine the stability of the microscopic structure of the composite in a wide range of conditions.
AB - We investigate the role played by the bidispersity of polymer chains on the local structure and the potential of mean force (PMF) between silica nanoparticles (NPs) in a polystyrene melt. We use the hybrid particle-field molecular dynamics technique which allows us to efficiently relax polymer nanocomposites even with high molecular weights. The NPs we investigate are either bare or grafted with polystyrene chains immersed in a melt of free polystyrene chains, whereas the grafted and the free polystyrene chains are either monodisperse or bidisperse. The two-body PMF shows that a bidisperse distribution of free polymer chains increases the strength of attraction between a pair of ungrafted NPs. If the NPs are grafted by polymer chains, the effective interaction crucially depends on the bidispersity and grafting density of the polymer chains: for low grafting densities, the bidispersity of both free and grafted chains increases the repulsion between the NPs, whereas for high grafting densities we observe two different effects. An increase of bidispersity in free chains causes the rise of the repulsion between the NPs, while an increase of bidispersity in grafted chains promotes the rise of attraction. Additionally, a proper treatment of multibody interactions improves the simpler two-body PMF calculations, in both unimodal and bimodal cases. We found that, by properly tuning the bidispersity of both free and grafted chains, we can control the structure of the composite materials, which can be confirmed by experimental observations. As a result, the hybrid particle-field approach is confirmed to be a valid tool for reproducing and predicting microscopic interactions, which determine the stability of the microscopic structure of the composite in a wide range of conditions.
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U2 - 10.1021/acs.macromol.9b01367
DO - 10.1021/acs.macromol.9b01367
M3 - Article
AN - SCOPUS:85075127655
SN - 0024-9297
VL - 52
SP - 8826
EP - 8839
JO - Macromolecules
JF - Macromolecules
IS - 22
ER -