20.500.12556/RUL-182551 Non-intrusive simultaneous calculation of nuclear data sensitivity and uncertainty of core simulator parameters for the full-scale Krško NPP core model We present a framework for propagating uncertainties from nuclear data to integral parameters of the Krško PWR core design calculations and for calculating their sensitivity profiles to nuclear data. This non-intrusive method is intended for multi-step calculations using codes where nuclear data sensitivity capabilities based on adjoint calculation are not available. In our approach, incident neutron reaction cross-sections and $\overline{ν}$ are randomly sampled based on covariance information in the source evaluated nuclear data files and perturbed core design calculations are run. The uncertainties of the critical boron concentration, of the axial difference in relative power and of their change in the reactor cycle are calculated as the standard deviation of the core design output runs. A linear regression framework is designed to compute sensitivity profiles from the nuclear data perturbations used for uncertainty propagation. After validation against the results of the Serpent Monte Carlo code for the TMI pincell criticality benchmark, we calculated the propagated uncertainty of $^{235}$U, $^{238}$U, $^{16}$O, $^{56}$Fe and $^{239}$Pu to the selected reactor core parameters and the sensitivity of the Krško critical boron concentration at hot zero power to the fission cross section of $^{235}$U. The contribution of individual nuclides to the overall uncertainties was estimated with first-order Sobol indices. sensitivity uncertainty nuclear core simulator SANDY linear regression stochastic sampling jedrska fizika simulatorji modeli true false true Angleški jezik Slovenski jezik Članek v reviji 2026-05-15 15:08:31 2026-05-15 15:08:38 2026-05-16 04:59:45 0000-00-00 00:00:00 2025 0 0 7 str. art. 105892 Vol. 189 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 539.1 0149-1970 10.1016/j.pnucene.2025.105892 241446659 1-s2.0-S0149197025002902-main.pdf 1-s2.0-S0149197025002902-main.pdf 1 A97B0DC89C82B3800A6447B8502F19F3 086586e4714efb087b10ed5f4e4ed3c6fb6ee2286f20fa4614a2ad03c45a372f 46818439-505f-11f1-b0ab-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=233924 https://www.sciencedirect.com/science/article/pii/S0149197025002902 0 220c889d-505f-11f1-b0ab-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=233923 Fakulteta za matematiko in fiziko 0 0 0