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20242026
most citedAdvancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations

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math.OC2026

Learning-Augmented Optimization for Strategic Two-Echelon Spare Parts Network Design

Donato Maragno, Marco Caserta, Alberto Sinigaglia +3

We study the strategic design of a two-echelon spare-parts inventory network where evaluating each candidate topology requires an expensive inventory optimization model. The design…