Finite element methods are numerical techniques used for solving partial differential equations and estimating solutions to various engineering problems. These methods divide a complicated physical system into smaller, simpler elements, allowing for the approximation of the behavior of the system as a whole. Finite element methods are widely used in various fields such as structural analysis, heat transfer, fluid dynamics, and electromagnetic design. They are popular due to their versatility, accuracy, and ability to handle complex geometries and boundary conditions.