“We use Laplace’s equation to model any physical phenomenon where a scalar field is allowed to relax over time and we’re only interested in the final state.”
The scary equation boils down to one rule. Every cell equals the average of its neighbors. Iterate that on a grid and you get heat flow, airflow and electric fields. Textbooks spend chapters hiding how simple this is. A blog post with pictures does it in an afternoon.