Numerical simulations use mathematical models, such as the SIR model (Susceptible-Infectious-Recovered), to represent disease transmission dynamics. These models are implemented using computational algorithms and run on computers to simulate the spread of a disease over time. Parameters such as transmission rate, incubation period, and recovery rate are input into the model, and the simulation iteratively calculates the number of susceptible, infected, and recovered individuals.