Fig. 4
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Improvement in the final number density posterior when adding ML-emulated data. In blue, a source displaying oscillations in the posterior is shown for the RT-only case; in orange, the same source with the number density posterior evaluated on the finer grid, generated by our final ML model. The oscillations caused by grid sparsity disappear.
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