Skip to main content

Parallel Monte Carlo simulation of chemical surface reactions: A case study

  • Conference paper
  • First Online:
High-Performance Computing and Networking (HPCN-Europe 1996)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1067))

Included in the following conference series:

Abstract

The paper discusses some aspects of a parallel, dynamic Monte Carlo (MC) simulation of a chemical surface reaction. First a previously unpublished sequential algorithm is given. Then a domain decomposition is applied in order to obtain a parallel algorithm. This algorithm has been implemented for the Ziff model of CO oxidation over a Platinum surface. Simulations have been done on two MIMD platforms, a 50 node Transputer system and a 4 node PowerXplorer system. The results of these simulations are compared to results found in the literature. The performance is compared to that of the sequential algorithm and for the Transputer implementation the scaling behaviour is discussed. The case study shows that the domain decomposition approach is a viable one. It also shows that more research is required in order to make firm, quantitative statements about its correctness.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. K. Binder, editor. Monte Carlo Methods in Statistical Physics, volume 7 of Topics in Current Physics. Springer-Verlag, 1979.

    Google Scholar 

  2. Eric Clément, Patrick Leroux-Hugon, Leonard M. Sander, and Panos Argyrakis. Statistical models for surface catalysis: Evidence for anomalous reaction rates. Journal of Chemical Physics, 98(30):7274–7277, 1994.

    Google Scholar 

  3. Daniel T. Gillespie. A general method for numerically simulating the stochastic time evolution of coupled chemical reactions. Journal of Computational Physics, 22:403–434, 1976.

    Google Scholar 

  4. Niaz Haider, A. Khaddaj Souheil, Mark R. Wilby, and Dimitri D. Vvedensky. Parallel Monte Carlo simulations of epitaxial growth. Computers in Physics, 9(1):85–96, January–February 1995.

    Google Scholar 

  5. Paul Meakin and Douglas J. Scalapino. Simple models for heterogeneous catalysis: Phase transition-like behavior in nonequilibrium systems. Journal of Chemical Physics, 87(1):731–741, July 1987.

    Google Scholar 

  6. Reuven Y. Rubinstein. Optimization, simulation and Sensitivity of Queueing Networks. Wiley Series in Probability and Mathematical Statistics. Wiley & Sons, 1986.

    Google Scholar 

  7. Rober M. Ziff and Benjamin B. Brosilow. Investigation of the first-order phase transition in the A-B 2 reaction model using a constant-coverage kinetic ensemble. Physical Review A, 46(8):4630–4633, October 1992.

    Google Scholar 

  8. Robert M. Ziff, Erdogan Gulari, and Yoav Barshad. Kinetic phase transistions in an irreversible surface-reaction model. Physical Review Letters, 56(24):2553–2556, June 1986.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Heather Liddell Adrian Colbrook Bob Hertzberger Peter Sloot

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Segers, J., Lukkien, J., Hilbers, P. (1996). Parallel Monte Carlo simulation of chemical surface reactions: A case study. In: Liddell, H., Colbrook, A., Hertzberger, B., Sloot, P. (eds) High-Performance Computing and Networking. HPCN-Europe 1996. Lecture Notes in Computer Science, vol 1067. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-61142-8_553

Download citation

  • DOI: https://doi.org/10.1007/3-540-61142-8_553

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61142-4

  • Online ISBN: 978-3-540-49955-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics