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Domain Decomposition Methods for Parallel Laser-Tissue Models with Monte Carlo Transport

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Monte-Carlo and Quasi-Monte Carlo Methods 1998

Abstract

Achieving parallelism in simulations that use Monte Carlo transport methods presents interesting challenges. For problems that require domain decomposition, load balance can be harder to achieve. The Monte Carlo transport package may have to operate with other packages that have different optimal domain decompositions for a given problem. To examine some of these issues, we have developed a code that simulates the interaction of a laser with biological tissue; it uses a Monte Carlo method to simulate the laser and a finite element model to simulate the conduction of the temperature field in the tissue. We will present speedup and load balance results obtained for a suite of problems decomposed using a few domain decomposition algorithms we have developed.

Work performed under the auspices of the U.S. Department of Energy by the Lawrence Livermore National Laboratory under Contract W-7405-ENG-48.

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References

  1. Bruce Hendrickson, Robert Leland, An Improved Spectral Graph Partitioning Algorithm for Mapping Parallel Computations, Technical Report SAND92–1460, Sandia National Laboratories, 1992.

    Google Scholar 

  2. Richard A. London, Michael E. Glinsky, George B. Zimmerman, David S. Bailey, Steven L. Jacques, Laser-tissue interaction modeling with LATIS, Applied Optics, v. 36 (1 Dec. 1994 ), pp. 9068–74

    Google Scholar 

  3. Richard A. London, Michael E. Glinsky, George B. Zimmerman, David C. Eder, Steven L. Jacques, Coupled Light Transport-Heat Diffusion model for Laser Dosimetry with Dynamic Optical Properties, SPIE Proceedings, Laser-Tissue Inter- action VI, San Jose, CA, Feb 1995, v. 2391, p435

    Google Scholar 

  4. S. A. Prahl, M. Keijzer, S. L. Jacques, A. J. Welch, A Monte Carlo Method of Light Propagation in Tissue, SPIE Institute Seriesv. IS 5 (1989)

    Google Scholar 

  5. Chang-Ming Ma, Implementation of a Monte Carlo Code on a Parallel Computer System, Parallel Computing, v. 20 (1994), pp. 991–1005

    Article  MATH  Google Scholar 

  6. F. Schmidt, W. Dax, M. Luger, Experiences with the Parallelization of Monte Carlo Problems, Progress in Nuclear Energy, v. 24 (1990), pp. 141–51

    Article  Google Scholar 

  7. J. Wood, H. Al-Bahadili, S. A. Khaddaj, Monte Carlo Photon Transport in Parallel Computers, Progress in Nuclear Energy, v. 24 (1990), pp. 153–64

    Article  Google Scholar 

  8. J. Wood, H. Al-Bahadili, S. A. Khaddaj, A Comparison of Monte Carlo Photon Transport on Two Types of Parallel Computer, Annals of Nuclear Energy, v. 18 (1991), n. 3, pp. 155–66

    Article  Google Scholar 

  9. C. Zhao, J. Wood, The Monte Carlo Method on a Parallel Computer, Annals of Nuclear Energy, v. 16 (1989), n. 12, pp. 649–57

    Article  Google Scholar 

  10. Ora E. Percus and Malvin L. Kalos, Random Number Generators for MIMD Parallel Processors, Journal of Parallel and Distributed Computing v. 6 (1989), pp.477–97

    Article  Google Scholar 

  11. A. De Matteis, S. Pagnutti, Controlling correlations in parallel Monte Carlo, Parallel Computing, v. 21 (1995), pp. 73–84

    Article  MATH  MathSciNet  Google Scholar 

  12. Michael E. Glinsky, Richard A. London, George B. Zimmerman, Steven L. Jacques, Joseph D. Ols, Modeling of endovascular patch welding using temperature feed-back, Proceedings of Medical Applications of Lasers III, Barcelona, Spain, September 1995

    Google Scholar 

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© 2000 Springer-Verlag Berlin Heidelberg

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Alme, H.J., Rodrigue, G., Zimmerman, G. (2000). Domain Decomposition Methods for Parallel Laser-Tissue Models with Monte Carlo Transport. In: Niederreiter, H., Spanier, J. (eds) Monte-Carlo and Quasi-Monte Carlo Methods 1998. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-59657-5_8

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  • DOI: https://doi.org/10.1007/978-3-642-59657-5_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-66176-4

  • Online ISBN: 978-3-642-59657-5

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