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在本体水中和水/空气界面处的聚乙二醇的粗粒度模型。

A coarse-grained model for polyethylene glycol in bulk water and at a water/air interface.

机构信息

Department of Chemistry, Durham University, South Road, Durham, DH1 3LE, UK.

出版信息

Phys Chem Chem Phys. 2013 Oct 28;15(40):17093-104. doi: 10.1039/c3cp52958d.

Abstract

A coarse-grained model for polyethylene glycol (PEG) in water has been developed using a combination of the iterative Boltzmann inversion (IBI) methodology and a suitable coarse-grained water potential. The combined coarse-grained model is shown to be effective in reproducing the properties of single chains in bulk water and multiple chains across a series of chain lengths and concentrations, and is transferable to PEG chains at a water/air interface. Good agreement is achieved with both experiment and reference atomistic simulations in an explicit solvent. Simulations of a single chain in aqueous solution yield a molecular weight (MW)-radius of gyration (Rg) relation that compares favourably with the reported scaling law from experiment. Simulations of multiple chains across a wide concentration range show no concentration dependence of Rg, in agreement with previous atomistic simulations. The model we develop is shown to be transferable between polymer in bulk water and at a water/air interface. For interfacial simulations, PEG chains are found to spontaneously migrate to the surface and adsorb to form a thin surface layer, which thickens with increasing surface concentration. The point at which the surface is fully saturated with polymer, and the polymer layer thicknesses obtained from simulations, are both in good agreement with experimental findings. At high surface concentrations, when the surface is fully saturated with polymer, ethylene oxide (EO) segments are found to extend into the water subphase as loop and tail conformations, with this extension increasing with further increases in the surface concentration. The coarse-grained model is noted to provide very large increases in simulation speed, with equilibration times of <1000× the reference atomistic models. We also consider a number of different coarse-grained models for water in this study, showing that the CSJ model adopted in this work [Chiu et al., J. Chem. Theory Comput., 2010, 6, 851] is far superior for studying water at a water/air surface, than many of the previous coarse-grained models of water.

摘要

已经开发出一种用于水的聚乙二醇(PEG)的粗粒模型,该模型结合了迭代玻尔兹曼反演(IBI)方法和合适的粗粒水势。所提出的组合粗粒模型在复制单链在本体水中和多链在一系列链长和浓度下的性质方面是有效的,并且可以转移到水/空气界面上的 PEG 链。在显式溶剂中,该模型与实验和参考原子模拟都具有很好的一致性。在水溶液中单链的模拟产生了分子量(MW)-回转半径(Rg)关系,与实验报告的标度定律相比,该关系具有很好的一致性。在很宽的浓度范围内对多条链的模拟表明,Rg 没有浓度依赖性,这与以前的原子模拟一致。所开发的模型在聚合物本体水和水/空气界面之间是可转移的。对于界面模拟,PEG 链自发迁移到表面并吸附形成一个薄的表面层,随着表面浓度的增加,该表面层变厚。当表面完全被聚合物饱和时,以及从模拟中获得的聚合物层厚度,这两个点都与实验结果非常吻合。在高表面浓度下,当表面完全被聚合物饱和时,发现氧化乙烯(EO)段以环和尾构象延伸到水亚相中,并且这种延伸随着表面浓度的进一步增加而增加。该粗粒模型被注意到提供了非常大的模拟速度提高,平衡时间<参考原子模型的 1000 倍。在这项研究中,我们还考虑了几种不同的粗粒水模型,结果表明,在研究水/空气表面时,采用的 CSJ 模型[Chiu 等人,J. Chem. Theory Comput.,2010,6,851]比许多以前的粗粒水模型都优越。

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