Statisticians call this inverse transform sampling [0]. The dual result, that Y = F(X) is uniformly distributed for F the cdf of any random variable X, is called the probability integral transform [1].

0. https://en.wikipedia.org/wiki/Inverse_transform_sampling

1. https://en.wikipedia.org/wiki/Probability_integral_transform