AI cuts turbine cooling air 7.8% with just $14 of compute on NASA C3X vane

hbouammar · x · 2026-11-14

Inspired by Elon Musk's comments on gas turbines, the author shares an AI optimization project on the NASA C3X turbine vane (tested in the 80s, with 10 internal cooling tubes).

The question: how little cooling air can be used without the hottest metal exceeding NASA's own design temperature? The best design, verified in full simulation, uses 7.8% less cooling air while running 1.1 K cooler at the hottest point than NASA's layout. All 5 optimization runs found savings, and total compute cost was about $14 — his argument that "AI can be cheap if you do it right." He's seeking domain experts to collaborate.

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