Nice idea, good fitting artstyle. Kinda slow though, can leave it running in the background and come back to it.
Using words "iron" and "Fe" in the bottom corner might not be self explanatory if you don't know chemistry yet. So try to stick to common words or have hover tooltip explain them. I think there is enough space to just write "Iron" instead "Fe".