Coarse-grained molecular-dynamics simulations of nanoparticle diffusion in polymer nanocomposites

被引:34
作者
Volgin, I. V. [1 ]
Larin, S., V [1 ]
Lyulin, A., V [1 ,2 ]
Lyulin, S., V [1 ]
机构
[1] Russian Acad Sci, Inst Macromol Cpds, Bolshoj Pr VO 31, St Petersburg 199004, Russia
[2] Tech Univ Eindhoven, Dept Appl Phys, Grp Theory Polymers & Soft Matter, NL-5600 MB Eindhoven, Netherlands
关键词
Coarse-graining; Nanoparticle dynamics; Molecular dynamics simulations; VISCOELASTIC PROPERTIES; MELTS; MODELS; POLYSTYRENE; VALIDATION; PREDICTION; LIQUIDS; SYSTEM; LENGTH;
D O I
10.1016/j.polymer.2018.04.058
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
Molecular-dynamics simulations have emerged as an effective tool to characterize polymer systems. Molecular level effects (even on microsecond time scales) are nowadays well reproduced by atomistically detailed models. Beyond this, further insights into the properties of the polymer system at a mesoscopic level can be gained by resorting to simulations based on appropriate coarse-grained models. However, reducing the number of degrees of freedom during the coarse-graining procedure may have a significant impact on atomistic level effects. A common example is the overall enhancement of the diffusive motion of polymer chains in coarse-grained simulations, which arises from the reduced friction of the coarsegrained beads. In the present work we investigate this well-known effect and study how the diffusive properties of the nanoparticle are affected by the coarse-graining procedure. To this end, we apply iterative Boltzmann inversion to develop two coarse-grained models of a nanocomposite based on the thermoplastic polyimide R-BAPB, containing a single fullerene C-60 nanoparticle. By changing the size and, correspondingly, the total number of coarse-grained beads in each polymer chain, we can control the effect of chemical detalization on various phenomena. We exploit this idea to study the influence of the degree of detalization of polymer chains on their structural properties as well as on the diffusive properties of the fullerene nanoparticle, whose detalization is kept fixed. Although the structural properties of the coarse-grained systems are in good agreement with those of the fully atomistic system, the nanoparticle diffusion is significantly affected by the local chain structure. In particular, we find that the coarse-graining of the polymer chains on the length scale of the nanoparticle size leads to a full suppression of the subdiffusive regime observed in the fully atomistic system. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:80 / 87
页数:8
相关论文
共 42 条
  • [1] Prediction of Viscoelastic Properties with Coarse-Grained Molecular Dynamics and Experimental Validation for a Benchmark Polyurea System
    Agrawal, Vipin
    Holzworth, Kristin
    Nantasetphong, Wiroj
    Amirkhizi, Alireza V.
    Oswald, Jay
    Nemat-Nasser, Sia
    [J]. JOURNAL OF POLYMER SCIENCE PART B-POLYMER PHYSICS, 2016, 54 (08) : 797 - 810
  • [2] Systematic coarse-graining methods for soft matter simulations - a review
    Brini, Emiliano
    Algaer, Elena A.
    Ganguly, Pritam
    Li, Chunli
    Rodriguez-Ropero, Francisco
    van der Vegt, Nico F. A.
    [J]. SOFT MATTER, 2013, 9 (07) : 2108 - 2119
  • [3] Modeling the Effect of Polymer Chain Stiffness on the Behavior of Polymer Nanocomposites
    Burgos-Marmol, J. Javier
    Alvarez-Machancoses, Oscar
    Patti, Alessandro
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2017, 121 (25) : 6245 - 6256
  • [4] Mobility of Nonsticky Nanoparticles in Polymer Liquids
    Cai, Li-Heng
    Panyukov, Sergey
    Rubinstein, Michael
    [J]. MACROMOLECULES, 2011, 44 (19) : 7853 - 7863
  • [5] Influence of the carbon nanofiller surface curvature on the initiation of crystallization in thermoplastic polymers
    Falkovich, S. G.
    Larin, S. V.
    Lyulin, A. V.
    Yudin, V. E.
    Kenny, J. M.
    Lyulin, S. V.
    [J]. RSC ADVANCES, 2014, 4 (89): : 48606 - 48612
  • [6] Prediction and validation of diffusion coefficients in a model drug delivery system using microsecond atomistic molecular dynamics simulation and vapour sorption analysis
    Forrey, Christopher
    Saylor, David M.
    Silverstein, Joshua S.
    Douglas, Jack F.
    Davis, Eric M.
    Elabd, Yossef A.
    [J]. SOFT MATTER, 2014, 10 (38) : 7480 - 7494
  • [7] Multiscale modeling of soft matter: scaling of dynamics
    Fritz, Dominik
    Koschke, Konstantin
    Harmandaris, Vagelis A.
    van der Vegt, Nico F. A.
    Kremer, Kurt
    [J]. PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2011, 13 (22) : 10412 - 10420
  • [8] Scale-Dependent Miscibility of Polylactide and Polyhydroxybutyrate: Molecular Dynamics Simulations
    Glova, Artyom D.
    Falkovich, Stanislav G.
    Dmitrienko, Daniil I.
    Lyulin, Alexey V.
    Larin, Sergey V.
    Nazarychev, Victor M.
    Karttunen, Mikko
    Lyulin, Sergey V.
    [J]. MACROMOLECULES, 2018, 51 (02) : 552 - 563
  • [9] Anomalous chain diffusion in polymer nanocomposites for varying polymer-filler interaction strengths
    Goswami, Monojoy
    Sumpter, Bobby G.
    [J]. PHYSICAL REVIEW E, 2010, 81 (04):
  • [10] Gotlib Yu Ya, 1986, PHYS KINETICS MACROM