I think you're missing my point. Physics did not give us merely equations, it is also gave us concepts such as force, temperature, energy and physical principle

I think you're missing my point. Physics did not give us merely equations, it is also gave us concepts such as force, temperature, energy and physical principles such as principle of conservation of energy, principle of relativity etc. (Floating-point number is a concept referring to implementation of rational numbers in computer engineering. I do not think it is relevant here.)