technique that has shown to be suitable for scattered data interpolation, quadrature, bio-
imaging reconstruction. The method relies on polynomial mapped bases allowing, for
instance, to incorporate data or function discontinuities in a suitable mapping function. The
new technique substantially mitigates the Runge's and Gibbs effects.