As introduced in the documentation,
“This filter allows scores to be multiplied by Legendre polynomials of the particle’s position along a particular axis.”
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Can this be extended to all three axial directions (without using the separation of spatial variables method)?
This would allow using three Legendre polynomials as basis functions. A spatial variable in 3D could then be represented as:
φ(x, y, z) = Σᵢ₌₀ᴵ Σⱼ₌₀ᴶ Σₖ₌₀ᴷ φᵢⱼₖ(x, y, z) = Σᵢ₌₀ᴵ Σⱼ₌₀ᴶ Σₖ₌₀ᴷ fᵢⱼₖ Pᵢ(x) Pⱼ(y) Pₖ(z)where
I
,J
,K
are the expansion orders for the x, y, z directions respectively, andfᵢⱼₖ
are the function expansion coefficients.The estimator for
fᵢⱼₖ
could be obtained via the collision estimator. -
More generally, is it possible to specify basis functions other than Legendre or Zernike polynomials?