Department of Chemical and Biological Engineering, Drexel University, Philadelphia, Pennsylvania 19104, USA.
J Chem Phys. 2023 Jun 28;158(24). doi: 10.1063/5.0153104.
Particle-based and field-theoretic simulations are both widely used methods to predict the properties of polymeric materials. In general, the advantages of each method are complementary. Field-theoretic simulations are preferred for polymers with high molecular weights and can provide direct access to chemical potentials and free energies, which makes them the method-of-choice for calculating phase diagrams. The trade-off is that field-theoretic simulations sacrifice the molecular details present in particle-based simulations, such as the configurations of individual molecules and their dynamics. In this work, we describe a new approach to conduct "multi-representation" simulations that efficiently map between particle-based and field-theoretic simulations. Our approach involves the construction of formally equivalent particle-based and field-based models, which are then simulated subject to the constraint that their spatial density profiles are equal. This constraint provides the ability to directly link particle-based and field-based simulations and enables calculations that can switch between one representation to the other. By switching between particle/field representations during a simulation, we demonstrate that our approach can leverage many of the advantages of each representation while avoiding their respective limitations. Although our method is illustrated in the context of complex sphere phases in linear diblock copolymers, we anticipate that it will be useful whenever free energies, rapid equilibration, molecular configurations, and dynamic information are all simultaneously desired.
基于粒子和场论的模拟都是广泛用于预测聚合材料性能的方法。一般来说,每种方法的优点是互补的。场论模拟适用于高分子量的聚合物,可以直接获得化学势和自由能,这使得它们成为计算相图的首选方法。缺点是场论模拟牺牲了基于粒子的模拟中存在的分子细节,例如单个分子的构型及其动力学。在这项工作中,我们描述了一种新的“多表示”模拟方法,它可以在基于粒子和场论的模拟之间进行高效映射。我们的方法涉及构建形式上等价的基于粒子和基于场的模型,然后在其空间密度分布相等的约束下对它们进行模拟。这个约束提供了直接连接基于粒子和基于场的模拟的能力,并能够在一个表示和另一个表示之间进行切换。通过在模拟过程中在粒子/场表示之间切换,我们证明了我们的方法可以利用每种表示的许多优点,同时避免它们各自的限制。虽然我们的方法是在线性二嵌段共聚物中的复杂球相的背景下说明的,但我们预计,只要同时需要自由能、快速平衡、分子构型和动态信息,它就会很有用。