College of Engineering, University of Georgia, Athens, GA 30602, USA.
Phys Chem Chem Phys. 2019 Jan 23;21(4):1884-1894. doi: 10.1039/c8cp06918b.
The popularity of phosphorene (known as monolayer black phosphorus) in electronic devices relies on not only its superior electrical properties, but also its mechanical stability beyond the nanoscale. However, the mechanical performance of phosphorene beyond the nanoscale remains poorly explored owing to the spatiotemporal limitation of experimental observations, first-principles calculations, and atomistic simulations. To overcome this limitation, here a coarse-grained molecular dynamics (CG-MD) model is developed via a strain energy conservation approach to offer a new computational tool for the investigation of the mechanical properties of phosphorene beyond the nanoscale. The mechanical properties of a single phosphorene sheet are first characterized by all-atom molecular dynamics (AA-MD) simulations, followed by a force-field parameter optimization of the CG-MD model by matching these mechanical properties from AA-MD simulations. The intrinsic out-of-plane puckered feature is conserved in our CG-MD model, rendering mechanical anisotropy and heterogeneity in both the in-plane and out-of-plane directions preserved. The results indicate that our coarse-grained model is able to accurately capture the anisotropic in-plane mechanical performance of phosphorene and quantitatively reproduce Young's modulus, ultimate strength, and fracture strain under various environmental temperatures. Our CG-MD model can also capture the anisotropic out-of-plane bending stiffness of phosphorene. We demonstrate the applicability of our model in capturing the fracture toughness of phosphorene in both the armchair and zigzag directions by comparison with the results from AA-MD simulations. This CG-MD model proposed here offers greater capability to perform mechanical mesoscale simulations for phosphorene-based systems, allowing for a deeper understanding of the mechanical properties of phosphorene beyond the nanoscale, and the potential transferability of the developed force-field can help design hybrid phosphorene devices and structures.
黑磷(俗称单层黑磷)在电子器件中的普及不仅依赖于其优越的电学性能,还依赖于其在纳米尺度以外的机械稳定性。然而,由于实验观测、第一性原理计算和原子模拟的时空限制,黑磷在纳米尺度以外的机械性能仍未得到充分探索。为了克服这一限制,本文通过应变能守恒方法开发了粗粒化分子动力学(CG-MD)模型,为研究黑磷在纳米尺度以外的机械性能提供了一种新的计算工具。首先通过全原子分子动力学(AA-MD)模拟对单个黑磷片的机械性能进行了表征,然后通过匹配这些来自 AA-MD 模拟的机械性能对 CG-MD 模型的力场参数进行了优化。我们的 CG-MD 模型保留了黑磷的固有面外褶皱特征,从而在面内和面外方向上保留了机械各向异性和非均质性。结果表明,我们的粗粒化模型能够准确捕捉黑磷的各向异性面内机械性能,并定量再现各种环境温度下的杨氏模量、极限强度和断裂应变。我们的 CG-MD 模型还可以捕捉黑磷的各向异性面外弯曲刚度。我们通过与 AA-MD 模拟结果的比较,证明了我们的模型在捕捉黑磷在扶手椅和锯齿形方向的断裂韧性方面的适用性。这里提出的 CG-MD 模型为基于黑磷的系统进行机械介观模拟提供了更大的能力,有助于深入了解黑磷在纳米尺度以外的机械性能,并且所开发的力场的潜在可转移性有助于设计混合黑磷器件和结构。