Most space radiaton hardened transistors are made from silicon carbide or gallium nitride. In general what you want is a substrate with a high band gap. Carbon forms like nanotubes, graphene and the like don't have well understood bandgaps. They can be modulated and current studies are exploring this, but short answer is yes. It appears carbon nanotubes show promise for next generation transistors, if you can say that while saying we don't know enough about carbon yet.
My point though was that 2nm transistors need to be characterized for endurance with space radiation. In general, the smaller the transistor, the more vulnerable it is to radiation of many types. However, it is also more easily and cheaply protected from radiation. So, needs to be looked at.