Multi-Point Gradient Estimation in Turbulence

Abstract

When studying turbulence, it is often desirable to be able to estimate the local spatial gradient of a vector quantity using in situ measurements from a small number of irregularly spaced points. While previous studies have focused on the accuracy of these methods as the number of measurement points varies, we focus on the accuracy of gradient estimations as a function of shape of the measurement point configuration. We find that for well-shaped configurations that are of correct relative size, we can very accurately estimate the local spatial gradient using only four points.