have you tried manually putting some fuel in, driving off then sending it back to a waiting inserter (with the inserter only having cores to pull from the chest). I find that sometimes I have to give it a kick start, but after that, they refuel just fine and my trains are all a mix and all being refuelled at the same refuel stop.
I've just got two chests one for advanced fuel, one for nuclear cores