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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 11.

A comparison of synthetic transmission spectra generated using TauREx3 for six models with different planetary radii. The models shown range from Rp = 0.5 RJ (light blue) to Rp = 2.0 RJ (pink), as indicated in the legend. The faint, shaded lines represent the full-resolution spectra, while the black circles with error bars show the same spectra binned to the 10 optical filters used in this work. The models are plotted at their true transit depths, illustrating how both the continuum level and the amplitude of molecular features (primarily TiO and VO) increase with Rp.

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