Since Strutinsky has proposed shell correction for calculating nuclear mass at 1967, there are many studies concerning this topic. These former researches used the expansion of a Dirac delta function which uses hermite polynomials as a method. This paper discusses about an alternative technique to calculate shell correction by employing a moving average method. The results show that, although the proposed method can produce the shell correction, it still has enough discrepancies compared to the experimental nuclear mass.
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