Amusing statement since we are far from being able to understand chemical reactions in depth. Most of our knowledge in chemistry is empirical. Nothing like math.
We are not talking about the same thing. Not all chemical reactions are predictable like math is. Organic chemistry is full of lucky findings. Just look at how catalysts are discovered.