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HERMiNe is a deep neural network for solving the kinetic Mie problem of light, scattered by nanoparticles. The polarization state (depicted as the ellipsometric angles Ψ, Δ) of the scatterd light is used as in-situ diagnostics for the size and refractive index of the nanoparticles. For the kinetic Mie…