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Journal Articles

Monte Carlo criticality analysis of random media under bounded fluctuation driven by normal noise

Ueki, Taro

Journal of Nuclear Science and Technology, 55(10), p.1180 - 1192, 2018/10

AA2018-0157.pdf:1.15MB

 Times Cited Count:4 Percentile:38.11(Nuclear Science & Technology)

In Monte Carlo criticality analysis under material distribution uncertainty, it is necessary to evaluate the response of neutron effective multiplication factor ($$K_{rm eff}$$) to the space-dependent random fluctuation of volume fractions within a prescribed bounded range. Normal random variables, however, cannot be used in a straightforward manner since the normal distribution has infinite tails. To overcome this issue, a methodology has been developed via forward-backward-superposed reflection Brownian motion (FBSRBM). Here, the forward-backward superposition makes the variance of fluctuation spatially constant and the reflection Brownian motion confines the fluctuation driven by normal noise in a bounded range. FBSRBM was implemented using Karhunen-Loeve expansion and applied to the fluctuation of volume fractions in a model of UO$$_{2}$$-concrete media with stainless steel.

Oral presentation

Monte Carlo criticality calculation of random media with bounded fluctuation due to normal noise

Ueki, Taro

no journal, , 

Monte Carlo particle transport calculation of random media is an effective means for evaluating the uncertainty of criticality. In this presentation, the author reports Monte Carlo criticality calculation methodology for the random media with bouded fluctuation modeled by superposed Brownian motion and implemented by Karhunen-Loeve expansion.

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