High-dimensional model representation is a finite expansion for a given multivariable function. The expansion was first described by Ilya M. Sobol as
The method, used to determine the right hand side functions, is given in Sobol's paper. A review can be found here: High Dimensional Model Representation : Concepts and Applications.