Atheists like Aristotle, Hume, Nietzsche spent more time attacking the delusions of science than using it to criticize religion.So your claim is that atheists believe there is something beyond physical matter and energy.
You're starting to drift off into some conjecture about panpsychism, universal sprirts, transcendental planes of reality, lol.
This is what I mean when I say if you hold atheists toes to the fire of strict physical materialism, they can't live out their atheism to its logical conclusion.