Paint as science, especially in the context of "we need a newer better paint with better reflective properties and whiter than white" is a very, very modern idea.

Light and color weren't scientific concepts until basically Newton. And then you needed significant advances in chemistry, optics etc. to even begin measuring and thinking about such mundane things as application of color to house exteriors.