Department of Chemical Engineering, University of California, Santa Barbara, California 93106, USA.
J Chem Phys. 2009 Nov 14;131(18):184101. doi: 10.1063/1.3250934.
Nucleation from solution is important in many pharmaceutical crystallization, biomineralization, material synthesis, and self-assembly processes. Simulation methodology has progressed rapidly for studies of nucleation in pure component and implicit solvent systems; however little progress has been made in the simulation of explicit solvent systems. The impasse stems from the inability of rare events simulation methodology to be combined with simulation techniques which maintain a constant chemical potential driving force (supersaturation) for nucleation. We present a Potts lattice gas (PLG) to aid in the development of new simulation strategies for nucleation from solution. The PLG captures common crystallization phase diagram features such as a eutectic point and solute/solvent melting points. Simulations of the PLG below the bulk solute melting temperature reveal a competition between amorphous and crystalline nuclei. As the temperature is increased toward the bulk melting temperature, the nucleation pathway changes from a one step crystalline nucleation pathway to a two step pathway, where an amorphous nucleus forms and then crystallizes. We explain these results in terms of classical nucleation theory with different size-dependant chemical potentials for the amorphous and crystalline nucleation pathways. The two step pathway may be particularly important when crystallization is favored only at postcritical sizes.
从溶液中成核在许多药物结晶、生物矿化、材料合成和自组装过程中都很重要。对于纯组分和隐溶剂体系中成核的模拟方法已经取得了快速的进展;然而,在显溶剂体系的模拟方面几乎没有取得进展。这种僵局源于稀有事件模拟方法与保持成核恒定化学势驱动力(过饱和度)的模拟技术无法结合。我们提出了一种 Potts 格子气(PLG)模型来帮助开发从溶液中成核的新模拟策略。PLG 捕捉到常见的结晶相图特征,如共晶点和溶质/溶剂熔点。在低于大块溶质熔点的 PLG 模拟中,揭示了无定形和晶核之间的竞争。随着温度升高到大块熔点,成核途径从一步晶核形成途径转变为两步途径,其中无定形核形成然后结晶。我们根据经典成核理论,用无定形和晶核形成途径的不同尺寸相关化学势来解释这些结果。当仅在过临界尺寸时有利于结晶时,两步途径可能特别重要。