Mesh-based and meshless design and approximation of scalar functions

(a) Selected critical points: 1 maximum (red dot), 1 minimum (blue dot), 6 saddles (green dots) and level-sets of the scalar function designed with the meshless approach and (b, c) two generating kernels.