  This paper proposes a data-driven approach for computing elasticity by means
of a non-parametric regression approach rather than an optimization approach.
The Chebyshev approximation is utilized for tackling the material data-sets
non-linearity of the elasticity. Also, additional efforts have been taken to
compare the results with several other state-of-the-art methodologies.
