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The Many Faces of Heterogeneous Ice Nucleation: Interplay Between Surface Morphology and Hydrophobicity

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London Centre for Nanotechnology, Department of Chemistry and Thomas Young Centre, University College London, 17-19 Gordon Street, London WC1H 0AJ, United Kingdom
Cite this: J. Am. Chem. Soc. 2015, 137, 42, 13658–13669
Publication Date (Web):October 4, 2015
https://doi.org/10.1021/jacs.5b08748
Copyright © 2015 American Chemical Society

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    Abstract

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    What makes a material a good ice nucleating agent? Despite the importance of heterogeneous ice nucleation to a variety of fields, from cloud science to microbiology, major gaps in our understanding of this ubiquitous process still prevent us from answering this question. In this work, we have examined the ability of generic crystalline substrates to promote ice nucleation as a function of the hydrophobicity and the morphology of the surface. Nucleation rates have been obtained by brute-force molecular dynamics simulations of coarse-grained water on top of different surfaces of a model fcc crystal, varying the water–surface interaction and the surface lattice parameter. It turns out that the lattice mismatch of the surface with respect to ice, customarily regarded as the most important requirement for a good ice nucleating agent, is at most desirable but not a requirement. On the other hand, the balance between the morphology of the surface and its hydrophobicity can significantly alter the ice nucleation rate and can also lead to the formation of up to three different faces of ice on the same substrate. We have pinpointed three circumstances where heterogeneous ice nucleation can be promoted by the crystalline surface: (i) the formation of a water overlayer that acts as an in-plane template; (ii) the emergence of a contact layer buckled in an ice-like manner; and (iii) nucleation on compact surfaces with very high interaction strength. We hope that this extensive systematic study will foster future experimental work aimed at testing the physiochemical understanding presented herein.

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    The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/jacs.5b08748.

    • Distribution of the 3(i) order parameter used for calculating Ncls, examples for dissimilar stretched exponential fits, critical nucleus size on the (111) substrate, snapshots of all classified regions, distribution of precritical nuclei, verification of the water model, notes on higher temperatures (PDF)

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    83. Michael Benedict Davies, Martin Fitzner, Angelos Michaelides. Accurate prediction of ice nucleation from room temperature water. Proceedings of the National Academy of Sciences 2022, 119 (31) https://doi.org/10.1073/pnas.2205347119
    84. Zhenhong Ye, Wei Wang, Xinhua Li, Yunyang He, Jiangping Chen. Molecular dynamics simulation and experimental study of heat transfer and phase change of water with slit effect. Applied Thermal Engineering 2022, 211 , 118430. https://doi.org/10.1016/j.applthermaleng.2022.118430
    85. Eduardo Duque-Redondo, Patrick A. Bonnaud, Hegoi Manzano. A comprehensive review of C-S-H empirical and computational models, their applications, and practical aspects. Cement and Concrete Research 2022, 156 , 106784. https://doi.org/10.1016/j.cemconres.2022.106784
    86. Wei Huang, Jinxia Huang, Zhiguang Guo, Weimin Liu. Icephobic/anti-icing properties of superhydrophobic surfaces. Advances in Colloid and Interface Science 2022, 304 , 102658. https://doi.org/10.1016/j.cis.2022.102658
    87. Gabriele C. Sosso, Prerna Sudera, Anna T. Backes, Thomas F. Whale, Janine Fröhlich-Nowoisky, Mischa Bonn, Angelos Michaelides, Ellen H. G. Backus. The role of structural order in heterogeneous ice nucleation. Chemical Science 2022, 13 (17) , 5014-5026. https://doi.org/10.1039/D1SC06338C
    88. Piero Gasparotto, Martin Fitzner, Stephen James Cox, Gabriele Cesare Sosso, Angelos Michaelides. How do interfaces alter the dynamics of supercooled water?. Nanoscale 2022, 14 (11) , 4254-4262. https://doi.org/10.1039/D2NR00387B
    89. Christopher M. Miles, Pin-Chia Hsu, Ann M. Dixon, Syma Khalid, Gabriele C. Sosso. Lipid bilayers as potential ice nucleating agents. Physical Chemistry Chemical Physics 2022, 24 (11) , 6476-6491. https://doi.org/10.1039/D1CP05465A
    90. Yu-Kai Weng, Seungha Shin, Kenneth D. Kihm, Mohammad Bahzad, Douglas S. Aaron. Investigation of microscopic mechanisms for water-ice phase change propagation control. International Journal of Heat and Mass Transfer 2022, 184 , 122357. https://doi.org/10.1016/j.ijheatmasstransfer.2021.122357
    91. Irene Tagliaro, Alessio Cerpelloni, Vasileios-Martin Nikiforidis, Rohit Pillai, Carlo Antonini. On the Development of Icephobic Surfaces: Bridging Experiments and Simulations. 2022, 235-272. https://doi.org/10.1007/978-3-030-82992-6_8
    92. Biao Jiang, Yizhou Shen, Jie Tao, Yangjiangshan Xu, Haifeng Chen, Senyun Liu, Weilan Liu, Xinyu Xie. Patterning Configuration of Surface Hydrophilicity by Graphene Nanosheet towards the Inhibition of Ice Nucleation and Growth. Coatings 2022, 12 (1) , 52. https://doi.org/10.3390/coatings12010052
    93. Elzbieta Pach, Albert Verdaguer. Studying Ice with Environmental Scanning Electron Microscopy. Molecules 2022, 27 (1) , 258. https://doi.org/10.3390/molecules27010258
    94. Vasileios-Martin Nikiforidis, Saikat Datta, Matthew K. Borg, Rohit Pillai. Impact of surface nanostructure and wettability on interfacial ice physics. The Journal of Chemical Physics 2021, 155 (23) https://doi.org/10.1063/5.0069896
    95. Anton Tamtögl, Emanuel Bahn, Marco Sacchi, Jianding Zhu, David J. Ward, Andrew P. Jardine, Stephen J. Jenkins, Peter Fouquet, John Ellis, William Allison. Motion of water monomers reveals a kinetic barrier to ice nucleation on graphene. Nature Communications 2021, 12 (1) https://doi.org/10.1038/s41467-021-23226-5
    96. Chu Li, Zhuo Liu, Eshani C. Goonetilleke, Xuhui Huang. Temperature-dependent kinetic pathways of heterogeneous ice nucleation competing between classical and non-classical nucleation. Nature Communications 2021, 12 (1) https://doi.org/10.1038/s41467-021-25267-2
    97. Hao Lu, Quanming Xu, Jianyang Wu, Rongdun Hong, Zhisen Zhang. Effect of interfacial dipole on heterogeneous ice nucleation. Journal of Physics: Condensed Matter 2021, 33 (37) , 375001. https://doi.org/10.1088/1361-648X/ac0f2c
    98. Amrita Goswami, Jayant K. Singh. Homogeneous nucleation of sheared liquids: advances and insights from simulations and theory. Physical Chemistry Chemical Physics 2021, 23 (29) , 15402-15419. https://doi.org/10.1039/D1CP02617H
    99. Guobing Zhou, Liangliang Huang. A review of recent advances in computational and experimental analysis of first adsorbed water layer on solid substrate. Molecular Simulation 2021, 47 (10-11) , 925-941. https://doi.org/10.1080/08927022.2020.1786086
    100. Siyan Yang, Chenyang Wu, Guanlei Zhao, Jing Sun, Xi Yao, Xuehu Ma, Zuankai Wang. Condensation frosting and passive anti-frosting. Cell Reports Physical Science 2021, 2 (7) , 100474. https://doi.org/10.1016/j.xcrp.2021.100474
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