Title :
Development of an efficient self-optimized Monte Carlo code for neutron porosity logs
Author :
Mickael, M.W. ; Towsley, C.W.
Author_Institution :
Western Atlas Int. Inc., Houston, TX, USA
fDate :
4/1/1991 12:00:00 AM
Abstract :
A novel Monte Carlo code has been developed to stimulate the response of neutron porosity tools. The code features a single variance reduction scheme based on importance sampling. Explicit importance functions are used to continuously determine the particle importance as a function of position and energy. The parameters required for these functions are estimated in a negligible amount of computer time from an analog Monte Carlo simulation prior to the actual simulation. This technique eliminates the difficult task of dividing the medium into cells and does not require setting up an importance map. The code takes into consideration anisotropic elastic and inelastic scattering and thermal neutron scattering with bound nuclei. The counting rate ratio is obtained within a 5% statistical uncertainty in 3 hours of FPS-64 computer time. Benchmark results and comparisons with test-pit data are presented to illustrate the validity and computer efficiency of the proposed code
Keywords :
Monte Carlo methods; geophysical prospecting; geophysical techniques; FPS-64; Monte Carlo simulation; bound nuclei; computer efficiency; computer time; counting rate ratio; elastic; importance functions; importance sampling; inelastic scattering; neutron porosity logs; particle importance; prospecting; self-optimized Monte Carlo code; single variance reduction scheme; technique; test-pit data; thermal neutron scattering; well logging; Analog computers; Anisotropic magnetoresistance; Computational modeling; Computer simulation; Instruments; Monte Carlo methods; Neutrons; Nuclear power generation; Testing; Uncertainty;
Journal_Title :
Nuclear Science, IEEE Transactions on