Ignorant question but could this be useful for companies like D-wave who are trying to build quantum machines? They're cooled to well below the superconducting

Ignorant question but could this be useful for companies like D-wave who are trying to build quantum machines? They're cooled to well below the superconducting temperature as it is.. I guess I'm not sure what function the graphene semiconductors serve.