Lísal Martin, Larentzos James P, Avalos Josep Bonet, Mackie Allan D, Brennan John K
Department of Molecular and Mesoscopic Modelling, The Czech Academy of Sciences, Institute of Chemical Process Fundamentals, Prague 165 01, Czech Republic.
Department of Physics, Faculty of Science, Jan Evangelista Purkyně University in Ústí nad Labem, Ústí n. Lab. 400 96, Czech Republic.
J Chem Theory Comput. 2022 Apr 12;18(4):2503-2512. doi: 10.1021/acs.jctc.1c01294. Epub 2022 Mar 16.
We present an extension of the generalized energy-conserving dissipative particle dynamics method (J. Bonet Avalos, et al., , 24891-24911) to include chemical reactivity, denoted GenDPDE-RX. GenDPDE-RX provides a means of simulating chemical reactivity at the micro- and mesoscales, while exploiting the attributes of density- and temperature-dependent many-body force fields, which include improved transferability and scalability compared to two-body pairwise models. The GenDPDE-RX formulation considers intra-particle reactivity via a coarse-grain reactor construct. Extent-of-reaction variables assigned to each coarse-grain particle monitor the temporal evolution of the prescribed reaction mechanisms and kinetics assumed to occur within the particle. Descriptions of the algorithm, equations of motion, and numerical discretization are presented, followed by verification of the GenDPDE-RX method through comparison with reaction kinetics theoretical model predictions. Demonstrations of the GenDPDE-RX method are performed using constant-volume adiabatic heating simulations of three different reaction models, including both reversible and irreversible reactions, as well as multistep reaction mechanisms. The selection of the demonstrations is intended to illustrate the flexibility and generality of the method but is inspired by real material systems that span from fluids to solids. Many-body force fields using analytical forms of the ideal gas, Lennard-Jones, and exponential-6 equations of state are used for demonstration, although application to other forms of equation of states is possible. Finally, the flexibility of the GenDPDE-RX framework is addressed with a brief discussion of other possible adaptations and extensions of the method.
我们提出了广义能量守恒耗散粒子动力学方法(J.博内特·阿瓦洛斯等人, ,24891 - 24911)的扩展,以纳入化学反应性,称为GenDPDE - RX。GenDPDE - RX提供了一种在微观和介观尺度上模拟化学反应性的方法,同时利用了与密度和温度相关的多体势场的特性,与两体成对模型相比,这些特性包括更好的转移性和可扩展性。GenDPDE - RX公式通过粗粒度反应器结构考虑粒子内的反应性。分配给每个粗粒度粒子的反应程度变量监测假定在粒子内发生的规定反应机制和动力学的时间演变。本文介绍了算法、运动方程和数值离散化,随后通过与反应动力学理论模型预测进行比较来验证GenDPDE - RX方法。使用三种不同反应模型的恒容绝热加热模拟对GenDPDE - RX方法进行了演示,包括可逆和不可逆反应以及多步反应机制。演示的选择旨在说明该方法的灵活性和通用性,但受到从流体到固体的实际材料系统的启发。演示中使用了采用理想气体、 Lennard - Jones和指数 - 6状态方程解析形式的多体势场,尽管该方法也可应用于其他形式的状态方程。最后,通过简要讨论该方法的其他可能改编和扩展来探讨GenDPDE - RX框架的灵活性。