In many of my physics courses, (don't worry, this is a mathematics question!) My teachers cancel out differentials, and every time, they say: "If a mathematician saw me canceling out this differentials he would get mad, but we are physicists so, there is no problem in doing this." However, still, I haven't seen an acceptable explanation why is this so dramatically wrong. I would appreciate if someone could explain!