Before revision:  In the field of UQ, the{\em   generalized Polynomial Chaos (gPC) method is widely popular and yields excellent approximations of the map and its moment .
After revision:  In the field of UQ, the{\em moments generalized Polynomial Chaos (gPC) method is widely popular and yields excellent approximations of the map and its moment .