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In this note, we investigate the stability property of shear flows under the 2D stationary Navier-Stokes equations, and we obtain that the Couette flow is stable under the space of for any and unstable in the space of . A key observation is the anisotropic cut-off function. We also consider the Poiseuille flow , which is stable in with

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