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UCLCHEMCMC: An MCMC Inference Tool for Physical Parameters of Molecular Clouds

  • Authors: Marcus Keil, Serena Viti, and Jonathan Holdship

2022 The Astrophysical Journal 927 203.

  • Provider: AAS Journals

Caption: Figure 8.

TR against the energy of the upper state for all emission lines in Table 4, compared to the data of the best-fit model after running the stress-test inference. While some lines almost fit their observed counterparts, it is clear that UCLCHEMCMC is unable to match all lines at once, which caused it to settle for a set of parameters that allow each line to at least get somewhat close to the observations. Black represents the real data with error bars, and blue shows the best-fit model.

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