Physics is not simple. e=mc^2 might look nice on a t-shirt but it is a cherry picked formula. Newtonian mechanics you learn in high school might seem simple to someone with a MINT degree but they describe a small part of the world, and complicated things like friction are discarded.
General relativity, quantum chromodynamics, etc. They are all incredibly complicated.