Numerical simulations are computational techniques used to model the dynamics of disease spread within a population. These simulations utilize mathematical formulas and algorithms to predict how diseases propagate, considering various factors such as transmission rates, recovery rates, and population demographics. They play a crucial role in understanding and controlling infectious diseases.