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采用机器学习力场的第一性原理精度对受限单层水/冰的温度-压力相图进行研究。

Temperature-pressure phase diagram of confined monolayer water/ice at first-principles accuracy with a machine-learning force field.

机构信息

Guangdong Provincial Key Laboratory of Functional Oxide Materials and Devices, Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, 518055, China.

Department of Materials Science and Engineering, City University of Hong Kong, Kowloon, 999077, Hong Kong.

出版信息

Nat Commun. 2023 Jul 11;14(1):4110. doi: 10.1038/s41467-023-39829-z.

DOI:10.1038/s41467-023-39829-z
PMID:37433823
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10336112/
Abstract

Understanding the phase behaviour of nanoconfined water films is of fundamental importance in broad fields of science and engineering. However, the phase behaviour of the thinnest water film - monolayer water - is still incompletely known. Here, we developed a machine-learning force field (MLFF) at first-principles accuracy to determine the phase diagram of monolayer water/ice in nanoconfinement with hydrophobic walls. We observed the spontaneous formation of two previously unreported high-density ices, namely, zigzag quasi-bilayer ice (ZZ-qBI) and branched-zigzag quasi-bilayer ice (bZZ-qBI). Unlike conventional bilayer ices, few inter-layer hydrogen bonds were observed in both quasi-bilayer ices. Notably, the bZZ-qBI entails a unique hydrogen-bonding network that consists of two distinctive types of hydrogen bonds. Moreover, we identified, for the first time, the stable region for the lowest-density [Formula: see text] monolayer ice (LD-48MI) at negative pressures (<-0.3 GPa). Overall, the MLFF enables large-scale first-principle-level molecular dynamics (MD) simulations of the spontaneous transition from the liquid water to a plethora of monolayer ices, including hexagonal, pentagonal, square, zigzag (ZZMI), and hexatic monolayer ices. These findings will enrich our understanding of the phase behaviour of the nanoconfined water/ices and provide a guide for future experimental realization of the 2D ices.

摘要

理解纳米受限水膜的相行为在广泛的科学和工程领域都具有重要意义。然而,最薄的水膜——单层水的相行为仍然不完全清楚。在这里,我们开发了一种基于第一性原理精度的机器学习力场(MLFF),以确定疏水壁纳米受限下水/冰的相图。我们观察到了两种以前未报道的高密度冰的自发形成,即锯齿形准双层冰(ZZ-qBI)和支化锯齿形准双层冰(bZZ-qBI)。与传统的双层冰不同,在这两种准双层冰中几乎没有层间氢键。值得注意的是,bZZ-qBI 具有独特的氢键网络,由两种不同类型的氢键组成。此外,我们首次在负压力(<-0.3 GPa)下确定了最低密度[Formula: see text]单层冰(LD-48MI)的稳定区域。总体而言,MLFF 能够实现从液态水到多种单层冰(包括六方、五方、四方、锯齿形(ZZMI)和六方单层冰)的自发转变的大规模第一性原理分子动力学(MD)模拟。这些发现将丰富我们对纳米受限水/冰相行为的理解,并为未来二维冰的实验实现提供指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/149a4ad909e3/41467_2023_39829_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/4fa33fc0338c/41467_2023_39829_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/b7e37ab900d8/41467_2023_39829_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/c03537b2f776/41467_2023_39829_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/149a4ad909e3/41467_2023_39829_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/4fa33fc0338c/41467_2023_39829_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/b7e37ab900d8/41467_2023_39829_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/c03537b2f776/41467_2023_39829_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6274/10336112/149a4ad909e3/41467_2023_39829_Fig4_HTML.jpg

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2
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Proc Natl Acad Sci U S A. 2022 Aug 16;119(33):e2207294119. doi: 10.1073/pnas.2207294119. Epub 2022 Aug 8.
3
Robustness of Bilayer Hexagonal Ice against Surface Symmetry and Corrugation.双层六角冰对表面对称性和波纹的稳健性。
基于深度势的冰多晶型结构探索。
Innovation (Camb). 2025 Mar 13;6(5):100881. doi: 10.1016/j.xinn.2025.100881. eCollection 2025 May 5.
4
Observation of Ice-Like Two-Dimensional Flakes on Self-Assembled Protein Monolayer without Nanoconfinement under Ambient Conditions.在环境条件下无纳米限域的自组装蛋白质单分子层上观察到类冰二维薄片
Nanomicro Lett. 2025 Mar 14;17(1):187. doi: 10.1007/s40820-025-01689-1.
5
Quasi-one-dimensional hydrogen bonding in nanoconfined ice.纳米受限冰中的准一维氢键
Nat Commun. 2024 Aug 24;15(1):7301. doi: 10.1038/s41467-024-51124-z.
6
Suppressed terahertz dynamics of water confined in nanometer gaps.纳米间隙中受限水的太赫兹动力学受到抑制。
Sci Adv. 2024 Apr 26;10(17):eadm7315. doi: 10.1126/sciadv.adm7315. Epub 2024 Apr 24.
Phys Rev Lett. 2022 Jul 22;129(4):046001. doi: 10.1103/PhysRevLett.129.046001.
4
Water as the often neglected medium at the interface between materials and biology.水作为材料与生物学界面上经常被忽视的介质。
Nat Commun. 2022 Jul 21;13(1):4222. doi: 10.1038/s41467-022-31889-x.
5
Visualizing Eigen/Zundel cations and their interconversion in monolayer water on metal surfaces.可视化本征/Zundel 阳离子及其在金属表面单层水中的相互转化。
Science. 2022 Jul 15;377(6603):315-319. doi: 10.1126/science.abo0823. Epub 2022 Jul 14.
6
Evidence and Stability Field of fcc Superionic Water Ice Using Static Compression.利用静态压缩研究面心立方结构超离子态水冰的证据与稳定性场
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7
Phase Diagram of a Deep Potential Water Model.一种深度势水模型的相图。
Phys Rev Lett. 2021 Jun 11;126(23):236001. doi: 10.1103/PhysRevLett.126.236001.
8
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