Out of interest (because I am that sad), I just did a bit of googling on the subject. There's a possibility that a strong solution of washing-up liquid in hot water and a stiff bristle brush might shift it. I'd try that first, since it won't hurt the concrete anyway. You might also give laundry powder solution a try - that's my go-to cleaner for grill pans…