有机材料的多尺度建模和模拟策略:聚合物和生物聚合物

William A Goddard III, Tahir Cagin, Mario Blanco, Nagarajan Vaidehi, Siddharth Dasgupta, Wely Floriano, Michael Belmares, Jeremy Kua, Georgios Zamanakos, Seichi Kashihara, Mihail Iotov, Guanghua Gao
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引用次数: 42

摘要

理论和方法的进步使充分考虑有机材料的结构、性质和过程的第一性原理(从头开始)预测成为可能。然而,尽管取得了进展,但在弥合工业设计和操作中必不可少的宏观系统的从头原子模拟和定量连续体模型之间的巨大距离和时间尺度方面,仍然存在巨大的挑战。与这些发展相关的最新进展包括:量子化学(包括连续介质溶剂化和力场嵌入)、描述相变的从头力场、分子动力学(MD)(包括连续介质溶剂)、流变性和导热性的非平衡MD以及中尺度模拟。为了提供一些机会,我们将通过总结一些方法的最新发展及其在聚合物和生物聚合物中的应用来说明一些进展和挑战。将涵盖四个不同的主题:(1)应用于嗅觉受体建模的分层建模方法,(2)通过引入三氟亮氨酸来稳定亮氨酸拉链线圈,(3)电子鼻聚合物传感器的响应建模,以及(4)气体在非晶聚合物中的扩散。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Strategies for multiscale modeling and simulation of organic materials: polymers and biopolymers

Advances in theory and methods are making it practical to consider fully first principles (de novo) predictions of structures, properties and processes for organic materials. However, despite the progress there remains an enormous challenge in bridging the vast range of distances and time scales between de novo atomistic simulations and the quantitative continuum models for the macroscopic systems essential in industrial design and operations. Recent advances relevant to such developments include: quantum chemistry including continuum solvation and force field embedding, de novo force fields to describe phase transitions, molecular dynamics (MD) including continuum solvent, non equilibrium MD for rheology and thermal conductivity and mesoscale simulations. To provide some flavor for the opportunities we will illustrate some of the progress and challenges by summarizing some recent developments in methods and their applications to polymers and biopolymers. Four different topics will be covered: (1) hierarchical modeling approach applied to modeling olfactory receptors, (2) stabilization of leucine zipper coils by introduction of trifluoroleucine, (3) modeling response of polymers sensors for electronic nose, and (4) diffusion of gases in amorphous polymers.

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