There are studies for children, but from what I’ve seen there’s no advantage for adults/permanent teeth. I don’t really think it’s worth potential harm for baby teeth.
So if you didn't have fluoridated water as a kid, having it as an adult still provides a benefit. This particular study doesn't say anything about having it as a kid and then stopping, but again, it's hard to find significant populations that have experienced that.