In this paper, Buckingham's theorem on physically similar systems is a
pplied for the first time to the derivation of interpolation curves of
numerical data. A simplified dependence of the curves on a limited nu
mber of effective dimensionless parameters is found by a novel approac
h. In particular, the method is applied to Monte Carlo modelling and t
he calculation is considered of the backscattering coefficient eta fro
m a general substrate in the elastic regime. A single dimensionless ba
ckscattering parameter is introduced and a simple scaling law is deter
mined, indicating how the configuration of the many variables involved
can eventually change without affecting the result. The validity of t
he law is demonstrated in the 5 to 100 keV energy range, with substrat
e thicknesses ranging from 10 to 21000 angstrom and for all the substr
ates of the periodic table.