P Lamas C, R Espinosa J, M Conde M, Ramírez J, Montero de Hijes P, G Noya E, Vega C, Sanz E
Departamento de Química Física, Facultad de Ciencias Químicas, Universidad Complutense de Madrid, 28040 Madrid, Spain.
Instituto de Química Física Rocasolano, Consejo Superior de Investigaciones Científicas, CSIC, Calle Serrano 119, 28006 Madrid, Spain.
Phys Chem Chem Phys. 2021 Dec 8;23(47):26843-26852. doi: 10.1039/d1cp02093e.
The seeding method is an approximate approach to investigate nucleation that combines molecular dynamics simulations with classical nucleation theory. Recently, this technique has been successfully implemented in a broad range of nucleation studies. However, its accuracy is subject to the arbitrary choice of the order parameter threshold used to distinguish liquid-like from solid-like molecules. We revisit here the crystallization of NaCl from a supersaturated brine solution and show that consistency between seeding and rigorous methods, like Forward Flux Sampling (from previous work) or spontaneous crystallization (from this work), is achieved by following a mislabelling criterion to select such threshold ( equaling the fraction of the mislabelled particles in the bulk parent and nucleating phases). This work supports the use of seeding to obtain fast and reasonably accurate nucleation rate estimates and the mislabelling criterion as one giving the relevant cluster size for classical nucleation theory in crystallization studies.
接种法是一种将分子动力学模拟与经典成核理论相结合来研究成核的近似方法。最近,该技术已在广泛的成核研究中成功应用。然而,其准确性取决于用于区分类液体分子和类固体分子的序参量阈值的任意选择。我们在此重新审视从过饱和盐水溶液中结晶氯化钠的过程,并表明通过遵循一个错误标记标准来选择该阈值(等于主体母相和成核相中错误标记粒子的比例),接种法与严格方法(如前作中的正向通量采样或本作中的自发结晶)之间可实现一致性。这项工作支持使用接种法来快速且合理准确地估计成核速率,并支持将错误标记标准作为一种能为结晶研究中的经典成核理论给出相关团簇尺寸的标准。