Many papers, examples, and tutorials on interpolation with Radial Basis Functions (RBF) are understandably aimed at mathematicians, computer scientists, and mathematically inclined developers.

Taylor's formula may be looked upon as a one-point interpolation formula with remainder. In 1906, Birkhoff used this simple observation to make a unified approach to the various interpolation and ...