with r ^ ^ being the unit vector along the radial direction in spherical coordinates and r the vector along the radial direction with the same norm as the radius, i.e., r = r r ^ ^ . The radial factors are included to guarantee that the dimensions of the VSH are the same as those of the ordinary spherical harmonics and that the VSH do not depend on the radial spherical coordinate.