The conference session covers the key problems of development, implementation and practical applications of computational methods. The topics of the session include the numerical methods for solving of stationary and non-stationary partial differential equations, inverse and incorrect problems, optimization problems and efficient implementation of numerical methods on modern parallel architectures.