We begin by describing the minimum energy structures found during the global minimum search for which the GOFEE method was employed. The considered PtyOx stoichiometries are y=3 or 6 and x=0 -2y for 20 different stoichiometries both freestanding and supported in a CeO2(111) surface, which amounts to 40 systems differing in composition.