Beckham Gregg T, Peters Baron, Trout Bernhardt L
Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.
J Phys Chem B. 2008 Jun 26;112(25):7460-6. doi: 10.1021/jp710192u. Epub 2008 Jun 4.
This study applies aimless shooting and likelihood maximization to determine the molecular mechanism in the solid state polymorph transformation in terephthalic acid from over 500 candidate order parameters. The crystals examined here extend the range of crystal sizes considered in our previous work (J. Amer. Chem. Soc. 2007, 129, 4714) and reveal a change in the mechanism with increasing system size. As the crystal size increases beyond that studied in our previous work, the polymorph transformation mechanism changes from a global distortion of the crystal to a local corner nucleation mechanism. In the corner nucleation mechanism, the interfacial area between the two polymorphs is minimized for a given nucleus size. However, this mechanism differs from classical nucleation theory in that the molecular level details are essential to describe the nucleation process, which involves nonspherical domains at the corner of the crystal. These new findings suggest that there is a range of sizes for which corner nucleation is the dominant mechanism of polymorph transitions, thus implying that different mechanistic regimes exist for nucleation based on crystal size. From a computational standpoint, this study demonstrates the utility of aimless shooting and likelihood maximization to identify nonintuitive reaction coordinates in complex systems.
本研究应用无目标搜索和似然最大化方法,从500多个候选序参量中确定对苯二甲酸固态多晶型转变的分子机制。此处研究的晶体扩展了我们先前工作(《美国化学会志》2007年,129卷,4714页)中所考虑的晶体尺寸范围,并揭示了随着体系尺寸增加机制的变化。当晶体尺寸超过我们先前工作中所研究的尺寸时,多晶型转变机制从晶体的整体畸变转变为局部角部成核机制。在角部成核机制中,对于给定的核尺寸,两种多晶型之间的界面面积最小化。然而,该机制与经典成核理论不同之处在于,分子层面的细节对于描述成核过程至关重要,该过程涉及晶体角部的非球形区域。这些新发现表明,存在一个尺寸范围,在此范围内角部成核是多晶型转变的主导机制,这意味着基于晶体尺寸存在不同的成核机制。从计算角度来看,本研究证明了无目标搜索和似然最大化在识别复杂体系中非直观反应坐标方面的效用。