Bridging classical nucleation theory and molecular dynamics simulation for homogeneous ice nucleation.

IF 3.1 2区 化学 Q3 CHEMISTRY, PHYSICAL Journal of Chemical Physics Pub Date : 2024-08-28 DOI:10.1063/5.0216645
Min Lin, Zhewen Xiong, Haishan Cao
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Abstract

Water freezing, initiated by ice nucleation, occurs widely in nature, ranging from cellular to global phenomena. Ice nucleation has been experimentally proven to require the formation of a critical ice nucleus, consistent with classical nucleation theory (CNT). However, the accuracy of CNT quantitative predictions of critical cluster sizes and nucleation rates has never been verified experimentally. In this study, we circumvent this difficulty by using molecular dynamics (MD) simulation. The physical properties of water/ice for CNT predictions, including density, chemical potential difference, and diffusion coefficient, are independently obtained using MD simulation, whereas the calculation of interfacial free energy is based on thermodynamic assumptions of CNT, including capillarity approximation among others. The CNT predictions are compared to the MD evaluations of brute-force simulations and forward flux sampling methods. We find that the CNT and MD predicted critical cluster sizes are consistent, and the CNT predicted nucleation rates are higher than the MD predicted values within three orders of magnitude. We also find that the ice crystallized from supercooled water is stacking-disordered ice with a stacking of cubic and hexagonal ices in four representative types of stacking. The prediction discrepancies in nucleation rate mainly arise from the stacking-disordered ice structure, the asphericity of ice cluster, the uncertainty of ice-water interfacial free energy, and the kinetic attachment rate. Our study establishes a relation between CNT and MD to predict homogeneous ice nucleation.

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衔接经典成核理论与分子动力学模拟的均质冰成核。
由冰核形成的水冻结现象在自然界中广泛存在,从细胞现象到全球现象都有。实验证明,冰核形成需要临界冰核,这与经典成核理论(CNT)一致。然而,CNT 对临界冰簇大小和成核率的定量预测的准确性从未得到实验验证。在本研究中,我们利用分子动力学(MD)模拟规避了这一难题。用于 CNT 预测的水/冰的物理特性,包括密度、化学位差和扩散系数,都是通过 MD 模拟独立获得的,而界面自由能的计算则基于 CNT 的热力学假设,包括毛细管近似等。我们将 CNT 预测结果与暴力模拟和正向通量采样方法的 MD 评估结果进行了比较。我们发现,CNT 和 MD 预测的临界簇大小是一致的,CNT 预测的成核率比 MD 预测值高出三个数量级。我们还发现,过冷水结晶出的冰是堆叠无序冰,由立方和六方冰堆叠而成,有四种代表性的堆叠类型。成核率的预测差异主要来自于堆积-有序冰结构、冰团的非球面性、冰-水界面自由能的不确定性以及动力学附着率。我们的研究在 CNT 和 MD 之间建立了预测均匀冰成核的关系。
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来源期刊
Journal of Chemical Physics
Journal of Chemical Physics 物理-物理:原子、分子和化学物理
CiteScore
7.40
自引率
15.90%
发文量
1615
审稿时长
2 months
期刊介绍: The Journal of Chemical Physics publishes quantitative and rigorous science of long-lasting value in methods and applications of chemical physics. The Journal also publishes brief Communications of significant new findings, Perspectives on the latest advances in the field, and Special Topic issues. The Journal focuses on innovative research in experimental and theoretical areas of chemical physics, including spectroscopy, dynamics, kinetics, statistical mechanics, and quantum mechanics. In addition, topical areas such as polymers, soft matter, materials, surfaces/interfaces, and systems of biological relevance are of increasing importance. Topical coverage includes: Theoretical Methods and Algorithms Advanced Experimental Techniques Atoms, Molecules, and Clusters Liquids, Glasses, and Crystals Surfaces, Interfaces, and Materials Polymers and Soft Matter Biological Molecules and Networks.
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