How do you characterize nanoparticles without a shared reference standard?

We keep running into the problem that different labs report nanoparticle size and surface chemistry using their own protocols, so cross-paper comparisons are hard.

I am curious how other groups handle this when no certified reference material exists for their particular particle type.

What do you do in practice to make your characterization reproducible for others?