Open source software for monte carlo/DSMC applications

55th AIAA/ASMe/ASCE/AHS/SC Structures, Structural Dynamics, and Materials Conference

Volumn , Issue , 2014, Pages

  de Doncker, Elise H J ^a   Kapenga, John A ^a   Liouy, William W ^a  

^a Western Michigan University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894504765     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2014-0348     Document Type: Conference Paper

References (67)

1. Bird, G. A., Molecular Gas Dynamics and the Direct Simulation of Gas Flows, Oxford Engineering Series 42, Oxford University Press, 1994.
2. Liou, W. W. and Fang, Y., Microuid Mechanics: Principles and Modeling, McGraw-Hill, 2006.
3. GNU Categories of Free and Non-Free Software, http://www. gnu. org/philosophy/categories. html.
4. Free Software Foundation, http://www. fsf. org.
5. Free Software Definition, http://www. gnu. org/philosophy/free-sw. html.
6. Public Domain Software, http://www. techterms. com/definition/public domain, accessed 12/22/13.
7. Open Source Initiative, http://opensource. org.
8. Open Source Definition, http://opensource. org/osd.
9. Open Source Licenses, http://opensource. org/licenses.
10. GPL-3. 0, http://opensource. org/licenses/GPL-3. 0.
11. Creative Commons Licenses, http://creativecommons. org/licenses.
12. Knuth, D. E., Seminumerical Algorithms, Vol. 2 of The Art of Computer Programming, Addison-Wesley, Reading, Massachusetts, 1973, 1981.
13. Marsaglia, G., "DIEHARD: a battery of tests of randomness, " http://www. stat. fsu. edu/pub/diehard.
14. Brown, R., "DIEHARDER, " http://www. phy. duke. edu/rgb/General/dieharder. php.
15. L'Equyer, P. and Simard, R., "A C Library for Empirical Testing of Random Number Generators, " ACM Transactions on Mathematical Software, Vol. 33, No. 22, 2007.
16. Pearson, K., "On the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling, " Philosophical Magazine, Vol. 50, No. 3, July 1900, pp. 157-175.
17. Manssen, M., Weigel, M., and Hartmann, A. K., "Random Number Generators for Massively Parallel Simulations on GPU, " 2012, arXiv: 1204. 6193v1 [physics. comp-ph] 27 April 2012.
18. SPRNG, "The Scalable Parallel Random Number Generators Library, " http://www. sprng. org.
19. Marsaglia, G., "Xorshift RNGs, " J. of Statistical Software, Vol. 8, 2003, pp. 1-6.
20. L' Equyer, P., "Combined Multiple Recursive Random Number Generators, " Operations Research, Vol. 44, 1996, pp. 816-822.
21. Saito, M. and Matsumoto, M., "Variants of Mersenne Twister suitable for Graphics Processors, " Trans-actions on Mathematical Software, Vol. 39, No. 12, 2013, pp. 1-20.
22. NVIDIA, "CUDA Library, " http://www. nvidia. com/getcuda.
23. Matsumoto, M. and Nishimura, T., "Mersenne Twister: A 623-dimensionally Equidistributed Uniform Pseudorandom Number Generator, " ACM Trans. Model. Comput. Simul., Vol. 8, 2003, pp. 3.
24. Salmon, J. K., Moraes, M. A., Dror, R. O., and Shaw, D. E., "Parallel Random Numbers: As Easy as 1, 2, 3, " Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC11), 2011, Best Paper Award.
25. Salmon, J. K. and Moraes, M. A., "Random123: a Library of Counter-Based Random Number Generators, " http://deshawresearch. com/resources random123. html, and http://www. thesalmons. org/john/random123/releases/1. 06/docs, Random123-1. 06 Documentation.
26. Zeitler, D., McKean, J., and Kapenga, J., "Emperical Spectral Analysis of Randon Number Generators, " Computer Science & Statistics, Vol. 34, 2002.
27. Zeitler, D., Empirical Spectral Analysis of Random Number Generators, Ph. D. thesis, Western Michigan University, 2001.
28. HPCS, http://www. cs. wmich. edu/hpcs.
29. Bird, G. A., "The DSMC Method, " 2013, Version 1. 2.
30. Bird, G. A., Molecular Gas Dynamics, Clarendon Press, Oxford, United Kingdom, 1976.
31. Fan, J. and Shen, C., "Statistical Simulation of Low-Speed Undirectional Flows in Transition Regime, " Proc. of the 21st International Symposium on Rarified Gas Dynamics, Marseille, France, 1998, pp. 245-252.
32. Sun, Q. and Boyd, I. D., "A Direct Simulation Method for Subsonic Microscale Gas Flows, " J. Comp. Phys., Vol. 179, 2002, pp. 400-425.
33. Open-MPI, http://www. open-mpi. org.
34. Su, C.-C., Smith, M. R., Kuo, F.-A., Wu, J.-S., Hsieh, C.-W., and Tseng, K.-C., "Large-Scale Simulations on Multiple Graphics Processing Units (GPUs) for the Direct Simulation Monte Carlo Method, " J. Comp. Phys., Vol. 231, 2012, pp. 7932-7958.
35. Borgnakke, C. and Larsen, P. S., "Statistical Collision Model for Monte Carlo Simulation of Polyatomic Gas Mixtures, " J. Comp. Phys., Vol. 18, 1975, pp. 405-420.
36. Bird, G. A., "Monte Carlo Simulation in an Engineering Context, " Progress in Astronautics and Aero-nautics, Vol. 74, 1981, pp. 239-255.
37. Bird, G. A., "Nonequilibrium Radiation during Reentry at 10km/s, " 1987, AIAA paper 87-1543.
38. Moss, J. N., Bird, G. A., and Dogra, V. K., "Nonequilibrium Thermal Radiation for an Aero-Assist Flight Experiment Vehicle, " 1988.
39. Bird, G. A., "Perception of Numerical Methods in Rarefied Gas Dynamics, " Progress in Astronautics and Aeronautics, Vol. 118, 1989, pp. 211-226.
40. Nanbu, K., "Numerical Simulation of Bolzmann Flows of Real Gases-Accuracy of Models Used in the Monte Carlo Method, " Hypersonic Flows for Reentry Problems, Springer, New York, 1991, pp. 120-138, Inst. Fluid Science, Vol. 4 (1992), 93-113.
41. Boyd, I. D., "Vectorization of a Monte Carlo Scheme for Nonequilibrium Gas Dynamics, " J. Comp. Phys., Vol. 96, 1991, pp. 411-427.
42. Koura, K. and Matsumoto, H., "Variable Soft Sphere Molecular Model for Inverse-Power-Law or Lennard-Jones Potential, " Phys. Fluids A, Vol. 3, 1991, pp. 2459-2465.
43. Koura, K. and Matsumoto, H., "Variable Soft Sphere Molecular Model for Air Species, " Phys. Fluids A, Vol. 4, 1992, pp. 1083-1085.
44. Hassan, H. A. and Hash, D. B., "A Generalized Hard-Sphere Model for Monte Carlo Simulation, " Phys. Fluids A, Vol. 5, 1993, pp. 738-744.
45. Bergemann, F., "Gaskinetische Simulation von kontinuumsnahen Hyperschallströmungen unter Berücksichtigung von Wandkatalyse, " 1994, PhD Dissertation, Institut für Strömungsmechanik, Göttingen, Germany.
46. Collins, F. G. and Knox, E. C., "Method for Determining Wall Boundary Conditions for DSMC Calculations at High Speed Ratios, " 1994, AIAA paper 94-0036.
47. Oh, C. K., Oran, E. S., and Cybyk, B. Z., "Microchannel Flow Computed with DSMC-MLG at High Speed Ratios, " 1995, AIAA paper 95-2090.
48. Kaplan, C. R. and Oran, E. S., "Nonlinear Filtering for Low-velocity Gaseous Microows, " J. AIAA, Vol. 40, 2002, pp. 82-90.
49. Matsumoto, H., "Variable Soft Sphere Molecular Model for Inverse-Power-Law or Lennard-Jones Potential, " Phys. Fluids, Vol. 14, No. 12, 2002, pp. 4256.
50. Bird, G. A., "The Q-K Model for Gas Phase Chemical Reaction Rates, " Phys. Fluids, Vol. 23, 2011, pp. 106101.
51. Bird, G. A., "DS2V/3V, " Proc. of the 24th International Symposium on Rarefied Gas Dynamics, Monopoli (Bari), Italy, 2005, pp. 541-546.
52. Bird, G. A., DS1V/2V/3V, http://gab. com. au.
53. Rose, M. and Bird, G. A., "Open-source interface to Bird's DSMC code for complex interaction, " Progress in Computational Fluid Dynamics, An Int. J., Vol. 11, No. 2, 2011, pp. 67-75.
54. Rose, M. and Bird, G. A., PI-DSMC, http://www. pi-dsmc. com.
55. OpenFOAM, http://www. openfoam. com/features/standard-solvers. php#DSMCSolvers.
56. Ivanov, M. S., Kashkovsky, A. V., Gimelshein, S. F., Markelov, G. N., Alexeenko, A. A., Bondar, Y. A., Zhukova, G. A., Nikiforov, S. B., and Vaschenkov, P. V., "SMILE System for 2D/3D DSMC Computations, " Proc. of the 25th International Symposium on Rarefied Gas Dynamics, St. Petersburg, Russia, 2006.
57. Lofthouse, A. J., Boyd, I. D., and Wright, M. J., "Effects of Continuum Breakdown on Hypersonic Aerothermodynamics, " 2006, AIAA paper 2006-0993, Presented at the 44th AIAA Aerospace Sciences Meeting and Exhibit, Reno NV.
58. MONACO, http://ngpdlab. engin. umich. edu/introduction/monaco.
59. Schwartzentruber, T. E., MGDS, http://www. aem. umn. edu/people/faculty/schwartz/Site/Home. html.
60. Kersevan, R. and Ady, M., MolFlow+, http://test-molow. web. cern. ch/content/about-molow.
61. LeBeau, G. J., "A User Guide for the DSMC Analysis Code (DAC) Software for Simulating Rarefied Gas Dynamic Environments, " 2002, Revision DAC97-G.
62. DAC, http://www. nasa. gov/centers/johnson/techtransfer/technology/MSC-23445-1-dsmc-dac. html.
63. APPL, Aerothermal & Plasma Physics Laboratory, Dept. of Mechanical Engineering, National Chiao Tung University, http://www. appltw. org, http://www. me. nctu. edu. tw/appl.
64. DSMC-SG, http://www. appltw. org/index. php/downloads.
65. Kersevan, R. and Pons, J.-L., "Introduction to MOLFLOW+: New Graphical Processing Unit-Based Monte Carlo Code for Simulating Molecular Flows and for Calculating Angular Coefficients in the Compute Unified Device Architecture Environment, " Journal of Vacuum Science & Technology A: Vacuum, Surfaces, and Films, Vol. 27, No. 4, 2009, pp. 1017-1023.
66. Beck, K. and Andres, C., Extreme Programming Explained: Embrace Change, Addison-Wesley, 2004, Second edition [Paperback].
67. Beck, K., Test Driven Development: By Example, Addison-Wesley Professional, 2002, First edition [Paperback].