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arXiv 2207.04331physics.atom-ph
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Data-Driven Energy Levels Calculation of Neutral Ytterbium ($Z$ = 70)

Yushu Yu, Chen Yang, Gang Jiang

英文摘要:

In view of the difficulty in calculating the atomic structure parameters of high-$Z$ elements, the HFR (Hartree-Fock with relativistic corrections) theory in combination with the ridge regression (RR) algorithm rather than the Cowan code's least squares fitting (LSF) method is proposed and applied. By analyzing the energy level structure parameters of the HFR theory and using the fitting experimental energy level extrapolation method, some excited state energy levels of the {Yb~I} ($Z=70$) atom including the $4f$ open shell are calculated. The advantages of the ridge regression algorithm are demonstrated by comparing it with Cowan's least squares results. In addition, the results obtained by the new method are compared with the experimental results and other theoretical results to demonstrate the reliability and accuracy of our approach.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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