I saw that schema.org does not have DOI as property.

You surely know that DOIs are in context of academic, professional, and government publications and research important persistent identifiers that should enable DOI resolvers to link to the identified object. DOIs are also important for libraries and publishers.

Therefore I suggest DOI as a new subproperty of identitifer.