Should I still be hoping up on something which is impossible to happen?

Assalamualaikum, this is a question I was so longing to ask.Should we ask Allah something/for something even after knowing that it is not possible to happen in a worldly way and I know that there is almost or is zero possibility for my wish to be granted by Allah? I mean, is hoping for something impossible to happen invalidated?