  A ridge function is a function of several variables that is constant along
certain directions in its domain. Using classical dimensional analysis, we show
that many physical laws are ridge functions; this fact yields insight into the
structure of physical laws and motivates further study into ridge functions and
their properties. We also connect dimensional analysis to modern subspace-based
techniques for dimension reduction, including active subspaces in deterministic
approximation and sufficient dimension reduction in statistical regression.
