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International Symposium on Computing in Object-Oriented Parallel Environments

ISCOPE 1998: Computing in Object-Oriented Parallel Environments pp 191–198Cite as

Parallel Object Oriented Monte Carlo Simulations

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1505))

Abstract

We discuss the parallelization and object-oriented implementation of Monte Carlo simulations for physical problems. We present a C++ Monte Carlo class library for the automatic parallelization of Monte Carlo simulations. Besides discussing the advantages of object-oriented design in the development of this library, we show examples how C++ template techniques have allowed very generic but still optimal algorithms to be implemented for wide classes of problems. These parallel and object-oriented codes have allowed us to perform the largest quantum Monte Carlo simulations ever done in condensed matter physics.

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References

  1. K. Binder and D. W. Heermann, Monte Carlo Simulation in Statistical Physics: An Introduction, Springer Series in Solid-State Sciences, 80 (Springer-Verlag, 1989).

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  3. H.G. Evertz, in Numerical Methods for Lattice Quantum Many-Body Problems, ed. D.J. Scalapino, (Addison Wesley Longman, Frontiers in Physics, 1998).

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  4. S.W. Haney, Comp. in Phys. 10, 552(1996); A.D. Robison, ibid. 10, 458 (1996).

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  6. K. Harada and N. Kawashima, Report cond-mat/9803090.

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Author information

Authors and Affiliations

  1. University of Tokyo, Tokyo, Japan

    Matthias Troyer

  2. ETH Zürich, Zürich, Switzerland

    Matthias Troyer, Beat Ammon & Elmar Heeb

Authors
  1. Matthias Troyer
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  2. Beat Ammon
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  3. Elmar Heeb
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Editor information

Editors and Affiliations

  1. University of Nice - INRIA Sophia Antipolis, 2004 Route des Lucioles, BP 93, F-06902, Sophia Antipolis, France

    Denis Caromel

  2. Computer Science Department, Colorado State University, Fort Collins, CO, 80523, USA

    Rodney R. Oldehoeft

  3. Los Alamos National Laboratory, CIC-8, MS B272, Los Alamos, NM, 87545, USA

    Marydell Tholburn

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© 1998 Springer-Verlag Berlin Heidelberg

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Cite this paper

Troyer, M., Ammon, B., Heeb, E. (1998). Parallel Object Oriented Monte Carlo Simulations. In: Caromel, D., Oldehoeft, R.R., Tholburn, M. (eds) Computing in Object-Oriented Parallel Environments. ISCOPE 1998. Lecture Notes in Computer Science, vol 1505. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-49372-7_20

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  • DOI: https://doi.org/10.1007/3-540-49372-7_20

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-65387-5

  • Online ISBN: 978-3-540-49372-3

  • eBook Packages: Springer Book Archive

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