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热机械一致性粗粒化的系统方法:基于甲基丙烯酸酯聚合物的通用模型

Systematic Method for Thermomechanically Consistent Coarse-Graining: A Universal Model for Methacrylate-Based Polymers.

作者信息

Hsu David D, Xia Wenjie, Arturo Steven G, Keten Sinan

机构信息

Department of Mechanical Engineering, Northwestern University , 2145 Sheridan Road, Evanston, Illinois 60208-3109, United States.

Department of Civil & Environmental Engineering, Northwestern University , 2145 Sheridan Road, Evanston, Illinois 60208-3109, United States.

出版信息

J Chem Theory Comput. 2014 Jun 10;10(6):2514-27. doi: 10.1021/ct500080h. Epub 2014 May 13.

Abstract

We present a versatile systematic two-bead-per-monomer coarse-grain modeling strategy for simulating the thermomechanical behavior of methacrylate polymers at length and time scales far exceeding atomistic simulations. We establish generic bonded interaction parameters via Boltzmann inversion of probability distributions obtained from the common coarse-grain bead center locations of five different methacrylate polymers. Distinguishing features of each monomer side-chain group are captured using Lennard-Jones nonbonded potentials with parameters specified to match the density and glass-transition temperature values obtained from all-atomistic simulations. The developed force field is validated using Flory-Fox scaling relationships, self-diffusion coefficients of monomers, and modulus of elasticity for p(MMA). Our approach establishes a transferable, efficient, and accurate scale-bridging strategy for investigating the thermomechanics of copolymers, polymer blends, and nanocomposites.

摘要

我们提出了一种通用的系统的单珠双单体粗粒化建模策略,用于在远超原子模拟的长度和时间尺度上模拟甲基丙烯酸酯聚合物的热机械行为。我们通过对从五种不同甲基丙烯酸酯聚合物的常见粗粒化珠子中心位置获得的概率分布进行玻尔兹曼反演,建立了通用的键合相互作用参数。使用 Lennard-Jones 非键合势来捕捉每个单体侧链基团的独特特征,其参数经过指定以匹配从全原子模拟获得的密度和玻璃化转变温度值。使用 Flory-Fox 标度关系、单体的自扩散系数和聚甲基丙烯酸甲酯(p(MMA))的弹性模量对所开发的力场进行了验证。我们的方法为研究共聚物、聚合物共混物和纳米复合材料的热机械性能建立了一种可转移、高效且准确的尺度桥接策略。

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