Do ATHEISTS realize that their fancy-schmancy science won't save them from the Hell of existential despair?

For this to be an issue, you'd have to demonstrate that atheists are prone to existential despair. Unless you're just saying that on the off-chance that an atheist falls into existential despair, science won't save them. Which, I suppose, it wouldn't - psychology would be a better bet.