I don’t know anything specific for this ontology and TF but more in general if you want to find an entry point in this specific field between ontology reasoning and deep learning I suggest to take a look at:

  
      

      arXiv.org
  

  
    

Ontology Reasoning with Deep Neural Networks 9

  The ability to conduct logical reasoning is a fundamental aspect of
intelligent human behavior, and thus an important problem along the way to
human-level artificial intelligence. Traditionally, logic-based symbolic
methods from the field of...