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Table 2

Summary of Gaussian process parameters.

Parameter Region 1 Region 2 Region 3
d bounds 0 ≤ d ≤ 100 100 ≤ d ≤ 250 250 ≤ d ≤ 500
Learning rate 0.01 0.01 0.01
Number of cells (110, 110, 110) (110, 110, 110) (110, 110, 110)
Iterations 1000 1000 1000
Number of sources 2595 3789 1223
Initial log10(mean density) −4 −4 −4
Final log10(mean density) −2.65 −3.1 −3.1
Initial log10(scale factor) −1 −1 −1
Final log10(scale factor) −1.25 −1.35 −2.0
Initial scale length (x y z) (50, 50, 50) (50, 50, 50) (50, 50, 50)
Final scale length (x, y, z) (20, 22, 15) (15, 14, 14) (23, 23, 24)

Notes. d bounds in units of pc. Mean density in units of (cm−3). Scale length in units of pc.

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