Water in a pipe or air over an airplane wing doesn't slide freely: right at the wall, the flow catches and slows down. This friction isn't born uniformly but in specific spots — where the flow forms elongated streaks, like long tongues stretching along the current and pressing against the wall.

For a long time, researchers looked for these streaks using a method that decomposes the flow into vortices by their energy. But energy isn't the same as friction. The most energetic vortices may barely touch the wall, while the main friction culprits stay in the shadows. The new method, called canonical correlation decomposition, seeks not the strongest but the most "sticky" structures: those directly linked to the friction force at a given point.

When the flow is controlled to reduce drag, the new method reveals the mechanism: the original streaks lift off the wall, and beneath them, new, smaller streaks appear with opposite phase. They act as dampers: their oscillations add to those of the main streaks in antiphase, and the total friction drops.

Such a precise tool allows not just to record drag reduction but to see which specific structures caused it and how to rearrange them. This is a step toward more economical pipelines, ships, and airplanes, where every percent of drag reduction means millions in saved fuel.