Variational methods are mathematical techniques used to find approximations to complex problems by optimizing functionals, often employed in physics and engineering to solve problems involving differential equations. These methods provide a powerful framework for deriving solutions by transforming the problem into a minimization or maximization problem, allowing for the use of calculus of variations and other optimization techniques.