Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Letter
  • Published:

Molecular dynamics simulation of the ice nucleation and growth process leading to water freezing

Abstract

Upon cooling, water freezes to ice. This familiar phase transition occurs widely in nature, yet unlike the freezing of simple liquids1,2,3, it has never been successfully simulated on a computer. The difficulty lies with the fact that hydrogen bonding between individual water molecules yields a disordered three-dimensional hydrogen-bond network whose rugged and complex global potential energy surface4,5,6 permits a large number of possible network configurations. As a result, it is very challenging to reproduce the freezing of ‘real’ water into a solid with a unique crystalline structure. For systems with a limited number of possible disordered hydrogen-bond network structures, such as confined water, it is relatively easy to locate a pathway from a liquid state to a crystalline structure7,8,9. For pure and spatially unconfined water, however, molecular dynamics simulations of freezing are severely hampered by the large number of possible network configurations that exist. Here we present a molecular dynamics trajectory that captures the molecular processes involved in the freezing of pure water. We find that ice nucleation occurs once a sufficient number of relatively long-lived hydrogen bonds develop spontaneously at the same location to form a fairly compact initial nucleus. The initial nucleus then slowly changes shape and size until it reaches a stage that allows rapid expansion, resulting in crystallization of the entire system.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: The total potential energies of the instantaneous structures in the trajectory for 512 water molecules after quenching (at t = 0 ns) from higher temperature to 230 K.
Figure 2: The hydrogen bond network structure of water at a given time in inherent structures.
Figure 3: Number of water molecules having long-lasting hydrogen bonds (τlife > 2 ns) and the size of the largest cluster in inherent structures.
Figure 4: Asphericity and size of the largest cluster.

Similar content being viewed by others

References

  1. Swope, W. C. & Andersen, H. C. 106 particle molecular-dynamics study of homogeneous nucleation of crystals in a supercooled atomic liquid. Phys. Rev. B 41, 7042–7054 (1990).

    Article  ADS  CAS  Google Scholar 

  2. Wolde, P. R. & Frenkel, D. Enhancement of protein crystal nucleation by critical density fluctuation. Science 277, 1975–1978 (1997).

    Article  Google Scholar 

  3. Ball, K. D. et al. From topographies to dynamics on multidimensional potential energy surfaces of atomic clusters. Science 271, 963–966 (1996).

    Article  ADS  CAS  Google Scholar 

  4. Ohmine, I. & Saito, S. Water dynamics: fluctuation, relaxation, and chemical reactions in hydrogen bond network rearrangement. Acc. Chem. Res. 32, 741–749 (1999).

    Article  CAS  Google Scholar 

  5. Ohmine, I. Liquid water dynamics; collective motions, fluctuation and relaxation. J. Phys. Chem. 99, 6767–6776 (1995).

    Article  CAS  Google Scholar 

  6. Ohmine, I. & Tanaka, H. Fluctuation, relaxation and hydration in liquid water. Hydrogen-bond rearrangement dynamics. Chem. Rev. 93, 2545–2566 (1993).

    Article  CAS  Google Scholar 

  7. Svishchev, I. M. & Kusalik, P. G. Electrofreezing of liquid water: A microscopic perspective. J. Am. Chem. Soc. 118, 649–654 (1996).

    Article  CAS  Google Scholar 

  8. Nada, N. & Furukawa, Y. Anisotropic growth kinetics of ice crystals from water studied by molecular dynamics simulation. J. Cryst. Growth 169, 587–597 (1996).

    Article  ADS  CAS  Google Scholar 

  9. Koga, K., Tanaka, H. & Zeng, X. C. First-order transition in confined water between high-density liquid and low-density amorphous phases. Nature 408, 564–567 (2000).

    Article  ADS  CAS  Google Scholar 

  10. Onuchic, J. N., Luthey-Schulten, Z. & Wolynes, P. G. Theory of protein folding: the energy landscape perspective. Annu. Rev. Phys. Chem. 48, 545–600 (1997).

    Article  ADS  CAS  Google Scholar 

  11. Dobson, C. M. & Karplus, M. The fundamentals of protein folding: bringing together theory and experiment. Curr. Opin. Struct. Biol. 9, 92–101 (1999).

    Article  CAS  Google Scholar 

  12. Kramer, B. et al. Homogeneous nucleation rates of supercooled water measured in single levitated microdroplets. J. Chem. Phys. 111, 6521–6527 (1999).

    Article  ADS  CAS  Google Scholar 

  13. Bartell, L. S. Nucleation rates in freezing and solid-state transitions. J. Phys. Chem. 99, 1080–1087 (1995).

    Article  CAS  Google Scholar 

  14. Abraham, F. F. Homogeneous Nucleation Theory (Academic, New York, 1974).

    Google Scholar 

  15. Steinhardt, P. J., Nelson, D. R. & Ronchetti, M. Bond-orientational order in liquids and glasses. Phys. Rev. B 28, 784–805 (1983).

    Article  ADS  CAS  Google Scholar 

  16. Ohmine, I., Tanaka, H. & Wolynes, P. G. Large local energy fluctuation in water. J. Chem. Phys. 89, 5852–5860 (1988).

    Article  ADS  Google Scholar 

  17. Sasai, M., Ramaswamy, R. & Ohmine, I. Long time fluctuation of liquid water. J. Chem. Phys. 96, 3045–3053 (1992).

    Article  ADS  CAS  Google Scholar 

  18. Walrafen, G. E., Hokmabadi, M. S., Yang, W.-H., Chu, Y. C. & Monosmith, B. Collision-induced Raman scattering from water and aqueous solutions. J. Phys. Chem. 93, 2909–2917 (1989).

    Article  CAS  Google Scholar 

  19. Saito, S. & Ohmine, I. Translational and orientational dynamics of a water cluster (H2O)108 and liquid water. J. Chem. Phys. 102, 3566–3576 (1995).

    Article  ADS  CAS  Google Scholar 

  20. Metzler, R. & Klafter, J. The random walk's guide to anomalous diffusion: a fractional dynamics approach. Phys. Rep. 339, 1–77 (2000).

    Article  ADS  MathSciNet  CAS  Google Scholar 

  21. Weissman, M. B. 1/f noise and other slow, non-exponential kinetics in condensed matter. Rev. Mod. Phys. 60, 537–571 (1988).

    Article  ADS  CAS  Google Scholar 

  22. Sasai, M. Instabilities of hydrogen bond network in liquid water. J. Chem. Phys. 93, 7329–7341 (1990).

    Article  ADS  CAS  Google Scholar 

  23. Matsumoto, M. & Ohmine, I. New approach to dynamics of hydrogen bond network in liquid water. J. Chem. Phys. 104, 2705–2712 (1996).

    Article  ADS  CAS  Google Scholar 

  24. Mishima, O. & Stanley, H. E. The relationship between liquid, supercooled and glassy water. Nature 396, 329–335 (1998).

    Article  ADS  CAS  Google Scholar 

  25. Sastry, S., Debenedetti, P. G., Sciortino, F. & Stanley, H. E. Singularity-free interpretation of the thermodynamics of supercooled water. Phys. Rev. E 53, 6144–6154 (1996).

    Article  ADS  CAS  Google Scholar 

  26. Stillinger, F. H. & Weber, T. A. Packing structures and transitions in liquids and solids. Science 225, 983–989 (1984).

    Article  ADS  CAS  Google Scholar 

Download references

Acknowledgements

We thank J. Jortner, and S. Sastry for many stimulating discussions and encouragement. We also thank H. Tanaka, A. Baba and H. Inagaki for cooperative work and valuable discussions. The present study is partially supported by the Grant-in-Aid Scientific Research on Priority Area of ‘Condensed Phase Chemical Reaction Dynamics’, and by the Grant-in-Aid for Scientific Research. Calculations were carried out at the Nagoya University Computation Center and the Research Center for Computational Science.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Iwao Ohmine.

Ethics declarations

Competing interests

The authors declare that they have no competing financial interests

Rights and permissions

Reprints and permissions

About this article

Cite this article

Matsumoto, M., Saito, S. & Ohmine, I. Molecular dynamics simulation of the ice nucleation and growth process leading to water freezing. Nature 416, 409–413 (2002). https://doi.org/10.1038/416409a

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1038/416409a

This article is cited by

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing