That would be true unless God revealed the explanation and proved it enough times to enough people.
Who defines what is enough? God, of course.
He wanted the proof to be just convincing enough that
those who want to find him will believe and
those who don't want to find him... won't.
No doubt he got the value of "enough" precisely right.
RE: Science Increasingly Makes the Case for God