Department of Physics, Faculty of Science, J. E. Purkyně University, 400 96 Ústí n. Lab., Czech Republic.
Department of Molecular and Mesoscopic Modelling, Institute of Chemical Process Fundamentals of the CAS, v. v. i., 165 02 Prague 6-Suchdol, Czech Republic.
J Chem Theory Comput. 2020 Jun 9;16(6):3677-3688. doi: 10.1021/acs.jctc.0c00161. Epub 2020 May 21.
The current state-of-the-art force fields (FFs) for Na and Cl ions are not capable of simultaneously predicting the thermodynamic properties of the aqueous solution and the crystalline phase. This is primarily due to an oversimplification of the interaction models used but partially also due to the insufficient parametrization of the FFs. We have devised a straightforward and simple parametrization procedure for determining the ion-ion interaction parameters in complex molecular models of NaCl electrolytes which involves fitting the density, lattice energy, and chemical potential of crystalline NaCl at ambient conditions. Starting from the AH/BK3 and MAH/BK3 FFs, the parametrization approach is employed to develop a complex and accurate polarizable molecular model for the NaCl electrolyte by parametrizing the ion-ion interactions. The performance of the refined polarizable NaCl FF is assessed by evaluating the different thermodynamic and mechanical properties of the crystal, density of crystalline and molten NaCl, along with the melting temperature, properties of aqueous solutions, and the structure and stability of hydrohalite. The simulation results confirm the superiority of the refined FF in comparison with the existing state-of-the-art FFs to accurately predict a wide range of system properties in different NaCl phases, including NaCl aqueous solubility. The refined FF may find applications in the accurate simulations of NaCl electrolytes including inhomogeneous environment, phase equilibria and interfaces, and metastable states. Finally, the parametrization strategy is robust and general and can be used to devise molecular models for other electrolytes.
目前用于 Na 和 Cl 离子的最先进力场(FF)无法同时预测水溶液和晶体相的热力学性质。这主要是由于所使用的相互作用模型过于简化,但部分原因也在于 FF 的参数化不足。我们设计了一种简单直接的参数化程序,用于确定 NaCl 电解质复杂分子模型中的离子-离子相互作用参数,该程序涉及拟合环境条件下结晶 NaCl 的密度、晶格能和化学势。从 AH/BK3 和 MAH/BK3 FF 开始,采用参数化方法对离子-离子相互作用进行参数化,从而开发出用于 NaCl 电解质的复杂准确的极化分子模型。通过评估晶体的不同热力学和力学性质、结晶和熔融 NaCl 的密度、以及熔融温度、水溶液的性质以及卤化物的结构和稳定性来评估改进后的极化 NaCl FF 的性能。模拟结果证实,与现有的最先进的 FF 相比,改进的 FF 具有优越性,能够准确预测不同 NaCl 相中的一系列系统性质,包括 NaCl 的水溶解度。改进的 FF 可用于 NaCl 电解质的精确模拟,包括非均匀环境、相平衡和界面以及亚稳状态。最后,参数化策略具有稳健性和通用性,可用于设计其他电解质的分子模型。