Numerical methods are techniques used to approximate solutions to mathematical problems that cannot be solved analytically. These methods involve algorithms and computational techniques to perform calculations that would be otherwise impractical or impossible by hand. Common numerical methods include finite element analysis, finite difference methods, and Monte Carlo simulations.