Does math lose meaning when it gets more complicated?

Basic Addition and Subtraction are very easy to demonstrate in real life.

Solving PDEs and Stochastic Processes, it's difficult to really wrap your head around what you're actually solving, what those numbers actually mean.

I can still get the correct answers, it's just not as intuitive on a deeper level