That is correct. The existence of God, in fact of any god, can
not be proven by any scientific means. His existence can only be
assumed, by those who wish to do so.
It is sometimes claimed that the Bible proves the existence of
God, because to Bible tells us about God, and the Bible is God's
word so it must be true. Of course, that is a circular argument
that resolves as an assumption, not proof.