Astronomers have proposed a new approach for the highly anticipated discovery of supersymmetric particles, often called sparticles. The methodology is based on identifying the hierarchical mass patterns of sparticles, which are assumed to exist in a new class of particle physics theories beyond the Standard Model. The expected production of the sparticles at high energy particle colliders is strongly correlated with the sparticle mass patterns.