Department of Materials Science and Engineering, Northwestern University, Evanston, Illinois 60208, USA.
Phys Rev E. 2017 Nov;96(5-1):053309. doi: 10.1103/PhysRevE.96.053309. Epub 2017 Nov 20.
Coarse-grained potentials are ubiquitous in mesoscale simulations. While various methods to compute effective interactions for spherically symmetric particles exist, anisotropic interactions are seldom used, due to their complexity. Here we describe a general formulation, based on a spatial decomposition of the density fields around the particles, akin to atomic orbitals. We show that anisotropic potentials can be efficiently computed in numerical simulations using Fourier-based methods. We validate the field formulation and characterize its computational efficiency with a system of colloids that have Gaussian surface charge distributions. We also investigate the phase behavior of charged Janus colloids immersed in screened media, with screening lengths comparable to the colloid size. The system shows rich behaviors, exhibiting vapor, liquid, gel, and crystalline morphologies, depending on temperature and screening length. The crystalline phase only appears for symmetric Janus particles. For very short screening lengths, the system undergoes a direct transition from a vapor to a crystal on cooling; while, for longer screening lengths, a vapor-liquid-crystal transition is observed. The proposed formulation can be extended to model force fields that are time or orientation dependent, such as those in systems of polymer-grafted particles and magnetic colloids.
粗粒化势在介观模拟中无处不在。虽然存在各种计算球对称粒子有效相互作用的方法,但由于其复杂性,各向异性相互作用很少被使用。在这里,我们描述了一种基于粒子周围密度场的空间分解的通用公式,类似于原子轨道。我们表明,各向异性势可以通过基于傅里叶的方法在数值模拟中有效地计算。我们使用具有高斯表面电荷分布的胶体系统验证了场公式并表征了其计算效率。我们还研究了沉浸在屏蔽介质中的带电 Janus 胶体的相行为,屏蔽长度与胶体大小相当。该系统表现出丰富的行为,表现出蒸气、液体、凝胶和晶体形态,取决于温度和屏蔽长度。仅对于对称的 Janus 粒子才会出现晶体相。对于非常短的屏蔽长度,系统在冷却时会发生从蒸气到晶体的直接转变;而对于较长的屏蔽长度,则会观察到蒸气-液体-晶体转变。所提出的公式可以扩展到模型力场,这些力场是时间或取向相关的,例如在接枝聚合物粒子和磁性胶体系统中。