[kiba]

That's a misunderstanding. If you don't understand something, then it's much more difficult to remember and recall.

That mathematician is hardly doing this by rote.

[watwut]

If you use flashcards for learning, you are doing rote learning by definition. There is nothing more rote then making cards and then memorizing their content.

It is also absurd way to learn stuff that has relationships in it.