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We resolve the open problem of characterizing the Frobenius number for shifted square sequences , confirming a conjecture of Einstein et al. (2007). By combining a combinatorial reduction to an optimization problem with Lagrange’s Four-Square Theorem and generating function techniques, we derive an explicit formula for : a piecewise quadratic polynomial in , classified by residue classes modulo .

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