Regression analysis of experimental reaction cross-section data of <sup>241</sup><i>Am</i>(<i>n</i>, 2<i>n</i>)240<i>Am</i>

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چکیده

Pre-processing of neutron reaction cross-section is essential in the nuclear data evaluation. This work aims to pre-process experimental 241 Am (n, 2n) 240 reaction. includes re-normalization, removal outliers, integrating multiple values at single energy value, and regression on cleaned data. To remove outliers from data, standardized residual studentized have been used. For integration weighted average method has Regression accomplished using Gaussian Process (GPR) Polynomial (PR), performance both methods studied statistical indices such as determination coefficient (R 2 ) sum square (SSres).

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ژورنال

عنوان ژورنال: Epj Web of Conferences

سال: 2023

ISSN: ['2101-6275', '2100-014X']

DOI: https://doi.org/10.1051/epjconf/202328414016