Abstract
We consider functions such that their curves of steepest descent are straight lines. We prove that, along these curves, all principal curvatures of level surfaces of such functions satisfy a simple nonlinear ordinary differential equation. This result is used to get quantitative geometrical information on the level surfaces
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