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In this paper, we develop a new method to produce explicit formulas for the number of rooted spanning forests in the circulant graphs and These formulas are expressed through Chebyshev polynomials. We prove that in both cases the number of rooted spanning forests can be represented in the form where is an integer sequence and is a prescribed natural number depending on the parity of . Finally, we find an asymptotic formula for through the Mahler measure of the associated Laurent polynomial

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