Just spit balling here but perhaps make persistable copies of your nonpersistable entities and use those instead?
As per my requirement the association between Persistent entity and non persistent entity is 1-1. I believe this association is not possible in Mendix. Correct, that is not possible in Mendix.
Just store them as persistable.