>are some of these shorthand for well known math concepts that make it unnecessary to have a more descriptive name?

With context, I would agree that it's unnecessary to have a more descriptive name. N is the population, n is a sample in the population. However, without the context and experience which makes these values recognizable, they're exceptionally unhelpful.