Berressem Fabian, Scherer Christoph, Andrienko Denis, Nikoubashman Arash
Institute of Physics, Johannes Gutenberg University Mainz, Staudingerweg 7, 55128 Mainz, Germany.
Max Planck Institute for Polymer Research, Ackermannweg 10, 55128 Mainz, Germany.
J Phys Condens Matter. 2021 May 19;33(25). doi: 10.1088/1361-648X/abf6e2.
We develop coarse-grained (CG) models for simulating homopolymers in inhomogeneous systems, focusing on polymer films and droplets. If the CG polymers interact solely through two-body potentials, then the films and droplets either dissolve or collapse into small aggregates, depending on whether the effective polymer-polymer interactions have been determined from reference simulations in the bulk or at infinite dilution. To address this shortcoming, we include higher order interactions either through an additional three-body potential or a local density-dependent potential (LDP). We parameterize the two- and three-body potentials via force matching, and the LDP through relative entropy minimization. While the CG models with three-body interactions fail at reproducing stable polymer films and droplets, CG simulations with an LDP are able to do so. Minor quantitative differences between the reference and the CG simulations, namely a slight broadening of interfaces accompanied by a smaller surface tension in the CG simulations, can be attributed to the deformation of polymers near the interfaces, which cannot be resolved in the CG representation, where the polymers are mapped to spherical beads.
我们开发了粗粒化(CG)模型,用于模拟非均匀系统中的均聚物,重点关注聚合物薄膜和液滴。如果CG聚合物仅通过两体势相互作用,那么薄膜和液滴要么溶解,要么坍缩成小聚集体,这取决于有效的聚合物-聚合物相互作用是根据本体中的参考模拟还是在无限稀释下确定的。为了解决这个缺点,我们通过额外的三体势或局部密度依赖势(LDP)纳入高阶相互作用。我们通过力匹配对两体和三体势进行参数化,并通过相对熵最小化对LDP进行参数化。虽然具有三体相互作用的CG模型无法再现稳定的聚合物薄膜和液滴,但具有LDP的CG模拟能够做到这一点。参考模拟和CG模拟之间的微小定量差异,即在CG模拟中伴随着较小表面张力的界面略有变宽,可以归因于界面附近聚合物的变形,这在CG表示中无法解决,在CG表示中聚合物被映射为球形珠子。