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A Machine Learning Approach to Exoplanet Atmospheric Retrieval: Application to Optical Filter Ranking

  • Authors: Patcharawee Munsaket, Supachai Awiphan, Poemwai Chainakun, Eamonn Kerins, Napaporn A-thano

Patcharawee Munsaket et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 6.

The distribution of computational time spent on TauREx3 retrievals using 50 live points, applied to data with 1% error bars on the ﹩{r}^{{\prime} }﹩ transit depths. The purple bars represent the frequency of the retrieval times. The black dotted line indicates the total cumulative time required to process 100 exoplanets, which is 11 hr, 37 minutes, and 26 s.

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