The only reliable short-term method I can find to get some of the random thoughts "out of my head" is to write about them in my journal. I don't know the science behind it, but writing ideas down seems to get them to stop looping as thoughts.

Mostly though I just agree with you, trying to stop thoughts is a bad idea, better to be equanimous with them.