If Jerry Falwell prayed before a scientific panel of experts and God caused something extremely improbable to happen, like turned them all into chickens, that would prove atheism wrong. Thus, falsifiability.
No it wouldn't they would say the ability to make things happen by your own will doesn't show that God exists....
So atheism would remain unfalsifiable