Answer
Normally it does remember your last-used search fields for a screen and defaults to them the next time it's opened — but that memory is tied to opening the screen through the Navigator, not to using the browser's own Back button. If you're getting back to the screen via Back rather than through normal navigation, that's a likely reason the remembered search selectors aren't showing up as expected.