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We use pseudodifferential calculus and heat kernel techniques to prove a conjecture by Chamseddine and Connes on rationality of the coefficients of the polynomials in the cosmic scale factor and its higher derivatives, which describe the general terms in the expansion of the spectral action for general Robertson-Walker metrics. We also compute the terms up to in the expansion of the spectral action by our method. As a byproduct, we verify that our computations agree with the terms up to that were previously computed by Chamseddine and Connes by a different method.

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