Mortar shells typically need fins because mortars are short-range and fired at high angles. The fins help stabilize them in flight. Artillery shells are generally fired at much higher speeds and longer distances, so they’re spin-stabilized by the rifling in the barrel instead. Different stabilizing methods for different types of firing situations.
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