Fig. 1

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Jacobian matrix structure for a Nℓ-level atom problem. JF is a (NℓNz) × (NℓNz) matrix that contains the derivatives of the residual vector components with respect to the population densities. This matrix can be considered as a Nz × Nz block matrix, where each block Jkℓ is a Nℓ × Nℓ matrix. Jkℓ stores the derivatives of F at depth index k with respect to the population densities at depth index ℓ.
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