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• W2548297584 abstract "Abstract Within the framework of Bayesian uncertainty quantification we propose a non-intrusive reduced-order spectral approach (polynomial chaos expansion) to the simulation of ion–solid interactions. The method not only reduces the number of function evaluations but provides simultaneously a quantitative measure for which combinations of inputs have the most important impact on the result. It is applied to SDTRIM-simulations (Moller et al., 1988) with several uncertain and Gaussian distributed input parameters (i.e. angle, projectile energy, surface binding energy, target composition) and the results are compared to full-grid based approaches and sampling based methods with respect to reliability, efficiency and scalability." @default.
• W2548297584 created "2016-11-11" @default.
• W2548297584 creator A5024026339 @default.
• W2548297584 creator A5053370786 @default.
• W2548297584 date "2017-02-01" @default.
• W2548297584 modified "2023-09-29" @default.
• W2548297584 title "Uncertainty quantification in ion–solid interaction simulations" @default.
• W2548297584 cites W2053667303 @default.
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• W2548297584 doi "https://doi.org/10.1016/j.nimb.2016.10.033" @default.
• W2548297584 hasPublicationYear "2017" @default.
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