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airport gate assignment under flight delays: gradient-boosting delay prediction, 1,000 bootstrap scenarios with k-means, and a stochastic MILP in Gurobi with clique constraints and exact scenario aggregation. 81% fewer gate conflicts than the timetable plan on 300 unseen days