No, they’re not, and faith and reason are not synonymous.
The problem is scientific materialism cannot account for the spiritual realm, which is the highest form of reality.
This problem becomes an internal conflict in the mind of the materialist, so they need to create “multiverses” and “hidden universes” in order to alleviate this conflict.
On your other point, do you think reason can become faith?