Interpolating a set of 3d points

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I'm trying to build a mesh based on a few points like pic related (I.E. polynomial interpolation)

I am looking for a smooth gradient between my points so I thought Lagrange polynomial could do the trick but the sources I find only talk about two dimensional interpolation (bi-cubic ?)

Can Lagrange polynomial be used for 3d interpolation or should I use something else ?