  We show that balls, circles and 2-spheres can be identified by generalized
Riesz energy among compact submanifolds of the Euclidean space that are either
closed or with codimension 0, where the Riesz energy is defined as the double
integral of some power of the distance between pairs of points. As a
consequence, we obtain the identification by the interpoint distance
distribution.
