In 1963 , Smolyak proposed two equivalent schemes to overcome the exponential scaling of the direct-product approach when n increases. With respect to contraction schemes or others basis set selections or pruning approaches , the Smolyak schemes enable to use selected basis sets and grids in a consistent way. Furthermore, in the second scheme, Smolyak has shown that a large direct-product can be substituted by a sum of small direct-products: