We do not currently know of any synonyms for cherry tree.
The noun cherry tree is defined as:
A tree of the subgenus Prunus subg. Cerasus, the members of which are valued agriculturally for their fruit, the cherry, and the wood of the tree, cherrywood, used in woodworking.